Generation AI

Forget everything you think you know about AI timelines. The world's top AI labs now say AGI—artificial intelligence that surpasses humans at all tasks—is 5 years away, not 50. ChatGPT's 800 million users was just the beginning. When AI can teach better than any professor, diagnose better than any doctor, and code better than any developer, what happens to human work? To education? To you? This isn't futurism—it's a timeline shock that's sending universities into crisis mode. The race to AGI is on, and if you're not preparing now, you're already behind.Opening: From Basketball to AGI's Moon Shot (00:00:00)The Knicks' 25-year drought as metaphor for timeline compressionAGI as "today's moon shot" with labs racing at full throttleThe shift from "will AI get smart?" to "AI is already outthinking us"The Context: Why This Matters Today (00:04:21)ChatGPT's explosive growth: 800 million users in under 3 years—history's fastest tech adoptionCurrent AI still "narrow"—brilliant but limited like a writer who can't do mathSam Altman's bombshell: "We now know how to build AGI"Why education leaders need to understand this shift immediatelyWhat Is AGI and How Is It Different? (00:11:33)The specialist doctor vs. Leonardo da Vinci comparisonAGI capabilities: learns without training, transfers knowledge, solves new problemsOpenAI's definition: outperforms humans at most economically valuable workGoogle DeepMind's bar: matching Einstein's scientific breakthroughsMachines shifting from assistants to peers—or superiorsThe Timeline Shock: Why Now? (00:20:54)Sam Altman: AGI by 2029 (current presidential term)Dario Amodei: AI outsmarts humans by 20262,778 AI researchers: median prediction now 2047, down 13 years in one year10% chance of AGI by 2027—"Would you board that plane?"Compute growing 10x yearly, costs down 99.7%, $212 billion invested in 2024What This Means for the Knowledge Economy (00:27:23)80% of US workforce faces task disruption—all wage and education levelsNot just blue-collar: lawyers, doctors, engineers, executives all impactedMcKinsey already cutting 10% workforce, replacing with AIThe paradox: GDP could 10x while jobs disappearGitHub Copilot at 77,000 organizations, growing 180% yearlyThe Education Paradox (00:33:02)Universities' three pillars: knowledge transfer, certification, communityAGI breaks the first two completelyWhen AI teaches perfectly for free, "what's a lecture for?"When AI outperforms any graduate, "what's a diploma for?"Chegg's stock crash, coding bootcamps struggling, MBA programs questioning valueThree Futures for Universities (00:40:06)Human-Edge College: Small seminars, mentorship, emotional intelligence, ethicsResearch Steward: Ethical guardians of AGI, independent from profit motivesLifelong Learning Platform: Continuous upskilling partner using AI at scaleThe shift from information delivery to human developmentYear One Projection: The AI Teammate Era (00:48:29)AI agents as actual teammates handling meetings, reports, decisionsStudents using AI regardless of policies—adaptation isn't optionalSchools must decide how to integrate, not whetherThe institutions experimenting now vs. those falling behindYear Five Projection: The Hybrid Intelligence Era (00:50:01)2030: Seamless human-AI collaboration across all knowledge workNew jobs emerge: AI psychologists, algorithm auditors, team coordinatorsEvery student with 24/7 personalized AI tutorProfessors transform into coaches, degrees become competency-basedYear Ten Projection: Abundance or Inequality (00:52:51)Best case: Monthly scientific breakthroughs, disease prevention, climate solutionsWorst case: Mass unemployment, extreme inequality, human purpose crisisLarry Ellison's $600B Stargate project for personalized medicineEducation's new role: helping humans find meaning when machines do the workThe Call to Action: Lead or Be Led (00:59:37)Change is coming faster than anyone thinks—decades are now yearsStart experimenting immediately—not next semester, nowFocus on uniquely human qualities: empathy, creativity, ethical reasoningUniversities must become thought leaders, not bystanders"The future isn't fixed—we decide if AGI amplifies or replaces us" - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this eye-opening episode of Generation AI, hosts Ardis Kadiu and JC Bonilla tackle the harsh reality facing the Class of 2025 - the first graduating class in human history competing directly with AI for entry-level jobs. With college graduate unemployment hitting 6% (exceeding the national average for the first time in 45 years), they explore how AI is fundamentally reshaping the job market. The hosts analyze reports from CBS News and SignalFire, discuss Anthropic CEO Dario Amodei's stark prediction of 20% unemployment, and offer practical advice for new grads navigating this unprecedented shift. This episode is essential listening for students, parents, educators, and anyone concerned about how AI is transforming the path from education to employment.The First Generation Competing with AI (00:00:00)Setting up the paradox: greatest productivity explosion yet most uncertain future for graduatesEvery generation gets a defining technology - this one gets AI4 million Americans graduating into the tightest labor market competing with AIUnprecedented Graduate Unemployment Crisis (00:05:52)College graduate unemployment hits 6% vs 4.2% national averageFirst time in 45 years graduates face higher unemployment than general populationAverage student loan debt of $37,000 creating impossible catch-22Entry-level positions requiring 3-5 years experienceTech Industry Restructuring and Entry-Level Freeze (00:10:20)Microsoft, Google, Meta, Amazon freezing entry-level programming positionsTech companies posting record profits while eliminating junior rolesTech as historic engine of economic mobility now stallingParents questioning if STEM degrees still matterDario Amodei's 20% Unemployment Warning (00:19:51)Anthropic CEO predicts unemployment rivaling Great Depression80% of code to be written by AI within two yearsDiscussion of hyperbole vs reality in AI predictionsGDP growth implications and historical contextAll In Podcast Insights: New Grads as "Autocomplete of the Past" (00:25:00)Chamath's analogy: new grads were human autocomplete, AI does it betterYoung + AI-native = hireable vs old + resistant = obsoleteSolution: start companies, join startups, or get left behindEvery revolution creates more than it destroysUniversities at a Crossroads (00:28:48)Education as expensive trap vs great equalizer debateCurriculum development pressure and credential inflationUniversities' slow response but emphasis on critical thinkingAlternative paths (bootcamps, certificates) under pressurePractical Advice for New Graduates (00:34:22)Double down on becoming AI-native - use every tool, automate everythingSkip Fortune 500s - target Series A startups or start your ownEmbrace controlled chaos - job security is dead, adaptability is keyFind human + AI roles, not human vs AI positionsInterview question tip: ask how they use AI personallyThe Great Experiment with No Control Group (00:39:06)Running an unprecedented experiment on an entire generationClass of 2025: lost generation or first AI generation?Old path closing for students, revolution or irrelevance for educatorsEveryone must be an active participant, not passive observerIndustrial revolution parallels and being part of history - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this news-packed episode, JC and Ardis break down the major AI announcements from Microsoft Build, Google I/O, OpenAI's acquisition of Jony Ive's company, and Anthropic's Claude 4 launch. They explore how Microsoft is transforming Windows into an agent-first platform with MCP integration, Google's massive push into AI applications with Veo 3 video generation and AI search mode, OpenAI's $6.5 billion move into hardware design, and Anthropic's new Claude 4 model focused on advanced coding. The hosts discuss what these developments mean for higher education professionals and how each tech giant is positioning itself differently - Microsoft as the agent OS, Google as the AI dev layer, OpenAI owning AI interfaces, and Anthropic delivering the agent brain.Introduction and Overview (00:00:00)Rapid-fire week of AI announcements from major tech companiesMicrosoft Build, Google I/O, OpenAI hardware moves, and Anthropic Claude 4Each company positioning differently in the AI ecosystemMicrosoft Build 2025: Windows Goes Agent-First (00:02:55)Windows AI Foundry emerges as toolkit for building AI agentsAdoption of Model Context Protocol (MCP) for multi-agent orchestrationWindows Recall bringing memory and context to AI assistantsCopilot Studio for building agents across Microsoft ecosystemNLWeb transforms websites into conversational interfaces for AI agentsGoogle I/O: The AI Application Layer Push (00:11:46)Gemini models show 50x increase in usage year-over-yearIntroduction of Gemini 2.5 Flash and Pro with deep thinking modeLearnLM: Fine-tuned models specifically for educationVeo 3: Revolutionary AI video generation with synchronized audioImageGen 4 for advanced image generationFlow: AI-powered filmmaking tool for creating scenes and charactersNotebookLM now creates video overviews from conceptsGoogle AI Search Mode: The SEO Game Changer (00:24:49)Structured answers replacing traditional blue linksMobile search with video and image capabilitiesMajor implications for website traffic and SEO strategiesCompetition with Perplexity and ChatGPT searchShift in user behavior toward deep research queriesOpenAI Acquires Jony Ive's Company IO (00:33:25)$6.5 billion acquisition brings iPhone designer to OpenAIFocus on ambient intelligence and AI-first physical devicesMoving beyond software to hardware interfacesPotential for revolutionary AI device designThe evolution from productive to hedonic technologyAnthropic Launches Claude 4 (00:41:26)Advanced reasoning and coding proficiency improvementsPositioning as one of the most capable coding modelsEnhanced agent use capabilitiesDeep reasoning for complex problem-solvingExpansion of API to support MCP integrationMCP: The Universal Protocol Connecting Everything (00:43:48)All major players adopting Model Context ProtocolMicrosoft, Google, OpenAI, and Anthropic supporting MCPSimplifying integrations between AI systemsCreating the "HTTP for agents" to communicateMajor implications for building connected AI ecosystemsKey Takeaways and Future Implications (00:46:18)Microsoft building the agent operating systemGoogle creating the AI development layerOpenAI focusing on AI interfaces and hardwareAnthropic delivering the agent brainAll working toward AI systems that live, think, and work across everything - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this thought-provoking episode of Generation AI, hosts Dr. JC Bonilla and Ardis Kadiu welcome special guest Michael McGetrick, a veteran educator and creative technologist, to explore how AI is transforming teaching and learning. They discuss the urgent question facing educators today: what is AI doing to student learning? The conversation examines how AI is exposing existing cracks in educational systems rather than breaking them, highlighting a "relevance crisis" rather than a "cheating crisis." From redesigning assessment methods to understanding how AI enhances skill-based learning, the hosts share research findings and personal experiences about the real impact of tools like ChatGPT in education, and how students and educators can adapt to this new reality that's already here.AI's Impact on Teaching and Learning Today (00:00:00)AI is exposing existing cracks in educational systems rather than breaking themIntroduction to the urgent questions facing educators, parents, and technologistsThe shift from AI as the future of education to AI as the present realityIntroduction to Mike McGetrick and His Course (00:02:23)Mike McGetrick joins as a guest expert - principal at Spark451, veteran educator, and creative technologistThe hosts establish their educational backgrounds and experiencesMike shares his experience teaching a generative AI course at Brooklyn CollegeDesigning a Curriculum for Generative AI (00:05:27)How Mike approached creating a curriculum from scratch for teaching AI in designBalancing traditional design principles with new AI toolsThe importance of building a foundation of knowledge while integrating AI toolsThe Time-to-Value Shift in Learning (00:07:48)Students can now apply principles in minutes rather than over weeksHow immediate application affects the learning processTeaching students to think about design elements as "data features" for promptsThe "Cheating" Controversy in Education (00:12:25)Discussion of the viral New York Magazine article about students using AIThe concept of "cheating" versus utilizing available toolsHow traditional assessment methods are becoming outdatedRedefining Learning Through Outcomes (00:17:52)Focus on quality of output rather than effort or "the grind"The balance between mental health concerns and educational standardsThe importance of learning through struggle and growthThe Relevance Crisis in Higher Education (00:27:59)AI didn't break education - it exposed how outdated it already wasThe need for education to adapt to modern skills and outcomesHow higher education needs to evolve to remain relevantResearch Findings on AI's Impact on Learning (00:29:23)Discussion of 51 studies on ChatGPT's effect on learningLearning performance shows significant improvement with AI after 4-8 weeksModerate effects on concept learning and higher-order thinkingAI as Coach Rather Than Answer Provider (00:36:54)The importance of using AI as a thinking partnerConcern about students not building foundational knowledgeThe need to teach students about their own learning processAI in the Workforce (00:40:59)The growing emphasis on AI skills in the workplaceCEOs requiring employees to use AI as part of their jobsDebate on whether specialists or generalists will thrive in an AI-driven workplaceClosing Thoughts: A Path Forward (00:49:17)Suggestion for a new course on "My Learning Journey" to help students understand how learning happensUnderstanding the learning process as crucial for deciding how to use AI effectivelyThe transformation of education and embracing the changes ahead - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this insightful episode of Generation AI, hosts Ardis Kadiu and JC Bonilla tackle Model Context Protocol (MCP), a new standardization that's gaining rapid adoption across the AI industry. They explain how MCP functions as a universal adapter between AI models and data sources, solving the "Frankenstein middleware" problem that makes building AI agents so complex today. The hosts break down why this matters for higher education professionals, how it reduces hallucinations by improving data access, and why major players like OpenAI, Google, and HubSpot are already implementing it. This episode offers critical insight into how standardization will make AI tools more useful and less complex for everyone.What is Model Context Protocol (MCP)? (00:01:00)Introduction to MCP as a standardization protocol for AI agentsHosts explain MCP as a way to help AI access context and dataThe "three-legged stool" of AI agents: intelligence, context, and actionMCP provides the standard for how agents communicate with data sourcesMCP as the Universal AI Adapter (00:04:42)JC compares MCP to standardized protocols like TCP/IP and USB-CMCP sits between models like Claude or Gemini and various data sourcesIt eliminates the need for custom connectors between each tool and AI modelThe protocol's simplicity as a minimal viable product (MVP) is key to its successHow MCP Works (00:07:03)MCP is a protocol, not an API, that describes format and flow"Discovery first" approach where AI asks "what can you do?"Uses JSON format for tools and data exchangeWorks both locally and remotely over HTTPThe Technical Benefits of MCP (00:13:14)Solves the "m by n headache" of needing separate connectors for each model-tool pairReduces hallucinations by providing AI with reliable data sourcesGives AI models access to specialized tools for tasks they struggle withEnables "grounding" in real data rather than making things upIndustry Adoption and Momentum (00:17:14)OpenAI, Google, HubSpot, LangChain and others already implementing MCPHubSpot's beta MCP server allows for direct CRM data access in ClaudeGrowing availability for tools like Slack, Teams, and ZapierDiscussion of how MCP layers on top of existing APIsPractical Applications (00:20:36)Higher education examples: connecting LMS, advisor notes, financial aid systemsSales use case: AI agents accessing CRM data through MCP for follow-upsDevOps: AI monitoring logs, creating tickets, and managing communicationAnalytics: Connecting data sources, models, and reporting tools seamlesslyChallenges and Considerations (00:23:17)MCP requires widespread adoption to be truly effectiveProduct teams must be convinced to implement it alongside existing APIsPossibility that another protocol might eventually win outCurrent technical hurdles for implementation that are being addressedCall to Action for Listeners (00:26:03)Experiment with MCP servers that connect to Claude desktopFor AI product builders: write MCP servers for your applications nowAsk AI vendors: "Do you speak MCP?" as a signal of cutting-edge capabilityMCP as the new standard, comparable to asking "Do you have an API?"Conclusion: The Future of AI Integration (00:29:14)MCP's architectural implications for more open, modular AI systemsThe need for agents to speak a common language across platformsInvitation for listeners to share which workflows they'll connect once MCP goes mainstream - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this episode of Generation AI, hosts JC Bonilla and Ardis Kadiu examine the growing phenomenon of "vibe coding" - a new AI-powered approach to software development that allows anyone to create functional applications by simply describing what they want in natural language. They discuss how tools like Lovable, Cursor, and Replit are making it possible to build complex, multi-file projects in minutes without writing a single line of code. Through live demonstrations, they show how this technology is making software development accessible to non-programmers while also exploring the potential impacts, benefits, and risks for higher education institutions.Introduction to Vibe Coding (00:00:06)Definition of vibe coding as a new paradigm in software developmentHow developers can create applications through natural language promptsOrigins in February 2023 with Andrew Karpathy's tweet about this approachThe paradigm shift from traditional coding to conversation-based developmentThe Evolution of Vibe Coding Tools (00:04:03)The meaning behind the term "vibe" - describing the output and guiding the processHow vibe coding differs from AI code assistantsOverview of leading tools including Cursor, Lovable, Replit, and Claude ArtifactsThe rapid growth of companies like Cursor (reaching $300 million in revenue)How Vibe Coding Works in Practice (00:10:31)The workflow: describe what you want, AI generates code, review, refineDemonstration of multifile project capabilitiesHow developers at Element451 are incorporating these toolsBuilding integrations without needing to understand APIs in detailLive Demonstration of Vibe Coding (00:22:10)Showcase of a compound improvement calculator built with LovableDemonstration of an AI agent demo landing page created in minutesCreation of a task management app for McDonald's employees with bonus trackingHow tools handle authentication, camera integration, and user managementThe Technical Aspects and Limitations (00:32:17)How the tools handle publishing and hosting applicationsIntegration with databases through services like SupabaseThe iterative refinement process when errors occurNew features allowing fine-grained control over componentsImplications for Higher Education (00:36:43)How non-technical staff at universities could build their own applicationsPotential for rapid prototyping of student-facing toolsExamples like grade appeal chatbots or orientation sign-up systemsOpportunities for micro-apps to solve specific campus problemsRisks and Challenges (00:41:14)Potential security and privacy concerns with generated codeMaintenance challenges for vibe-coded applicationsQuestions about ownership and governance of applicationsThe concept of "disposable software" that's cheaper to rebuild than maintainFuture Outlook and Getting Started (00:47:28)The expansion of "vibe" approaches to other domains like marketingRecommendations for experimenting with tools like LovableThe importance of human review for securityEncouraging safe experimentation with these accessible tools - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this episode of Generation AI, hosts JC Bonilla and Ardis Kadiu discuss recent significant AI developments across education, entertainment, and technology. They analyze President Trump's executive order on AI education for K-12 schools, which challenges the "cheating narrative" and aims to promote AI literacy. They also examine the Academy Awards' decision to accept AI-assisted films for consideration. The hosts then dive deep into OpenAI's new O3 model, exploring how its multimodal reasoning capabilities allow it to process text, images, and code in unified ways that mimic human thinking. The episode highlights practical applications for marketing, data analysis, and higher education enrollment strategies.Introduction and News Updates (00:00:00)Welcome to the Generation AI podcast focused on higher educationIntroduction of hosts JC Bonilla and Ardis KadiuOverview of the episode's main topics: executive order on AI education, Oscars' AI acceptance, and OpenAI's O3 modelExecutive Order on AI Education (00:03:04)President Trump signed an executive order on April 23rd promoting AI education for youthThe order creates a White House task force to oversee federal funding for AI literacyDiscussion on how this challenges the current trend of banning AI in 60% of US schoolsArdis shares personal experience of his children being afraid to use AI for educational purposesThe order aims to remove the "AI equals bad" mental block in studentsGlobal Competitiveness in AI Education (00:07:24)Debate on whether the US K-12 education system is globally competitiveDiscussion of inconsistencies in education quality across districts and statesComparison to other countries where students are actively building AI skillsNeed for improved AI literacy to maintain competitive advantageThe Academy Awards' AI Decision (00:08:56)The Academy of Motion Picture Arts and Sciences has updated rules for the 98th OscarsFilms using generative AI tools are now eligible for awardsThe use of AI will neither help nor harm a film's chances of nominationHuman-driven artistry will remain the priority in judgingDiscussion of the film "The Brutalist" which used AI for accent enhancementSignificance of this as validation for AI in creative fieldsUpdates on Frontier AI Models (00:13:42)Brief mention of recent model releases from Google and GrokFocus on OpenAI's O3 as a "multimodal marvel" for reasoningThe race of AI development continues with focus on scalable agentsDiscussion of naming conventions for OpenAI modelsOpenAI's O3 Model Capabilities (00:16:20)O3 represents a departure from conversational chatbots toward visual thinkingThe model excels at coding, math, science, and visual reasoningIt processes text, images, and code in a unified reasoning frameworkVisual thinking capabilities comparable to human thinking processesDiscussion of performance improvements and acceleration in model capabilitiesThe companion O4 Mini model for lightweight real-time applicationsTesting O3 vs Other Models (00:25:28)JC and Ardis compare experiences using different OpenAI modelsComparison between O3 and GPT-4o outputs for the same promptO3's tendency to use tables and structured formats for certain outputsArdis recommends using O3 for coding, PDF analysis, and creative feedbackPractical Applications of O3 (00:30:34)Content creation capabilities for ad copy generationCampaign visual analysis through multimodal reasoningData analysis improvements for marketing datasetsBetter handling of unstructured tasks in higher educationStrategic data-driven approaches to enrollment managementDemo of creating visual ads with iterative refinements in minutesExample of financial analysis from complex spreadsheetsChatGPT Memory Feature Update (00:40:37)New feature allowing ChatGPT to use prior conversations as contextBenefits of the system remembering previous interactionsHow this enables personalization of AI responsesImpact on workflow efficiency and personalized assistanceConclusion (00:43:07)Final thoughts on AI integration into human activitiesClosing remarks and podcast network information - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this eye-opening episode, Generation AI takes you inside the recent ASU+GSV Summit and AI Revolution Show in San Diego, where education and technology leaders gathered to address AI's impact on higher education. JC and Ardis break down how university presidents and tech executives are responding to what ASU leadership called an "AI Tsunami," sharing practical guidance on curriculum changes, institutional adaptation, and keeping humans at the center. The episode also examines the business side, analyzing how AI is driving EdTech consolidation, investment patterns, and market transformation. For anyone in higher education trying to make sense of AI's rapid changes, this episode provides both big-picture thinking and on-the-ground insights from those leading the charge.The AI Revolution Landscape in Higher Education (00:00:00)Overview of ASU+GSV Summit and AI Revolution Show in San DiegoThousands of leaders gathered to discuss AI's impact on higher educationCurrent challenges: declining public trust, cost pressures, value concernsASU leadership describes the situation as an "AI Tsunami" requiring quick adaptationKey Voices on Navigating the AI Era (00:02:30)C. Edward Watson (AAC&U) stressed that AI means major job change, not just lossWatson argues higher education must update curriculum now for AI literacyWarns against ineffective bans and detection tools, suggests adapting teaching methodsTed Mitchell (ACE) sees current disruption as a chance to build anewMitchell emphasizes student success metrics and institutional data ownershipPaul LeBlanc (Matter and Space) notes true innovation often comes from "unencumbered places"Views AI as both challenge and opportunity to rethink learning modelsStrategic Leadership in the AI Transition (00:08:45)Lev Gonick (ASU) highlights IT leaders' role in managing the AI transitionStresses maintaining human-centered approaches despite rapid changesSal Khan champions AI's potential to transform learning through personalized toolsMichael Hansen (Cengage) warns that higher education must integrate AI to stay relevantCommon thread: AI offers major potential but requires ethical frameworksThe Business of AI EdTech (00:15:20)Global education market worth over $7 trillionNo EdTech company has broken the $20 billion mark yetM&A market looks strong for 2025 with stabilizing interest ratesPrivate equity firms have record capital to invest, making EdTech attractiveMarket consolidation driven by both PE and strategic acquisitionsInvestment Trends in Education AI (00:22:15)Key distinction between infrastructure AI (big models) and applied AI (workflow tools)Applied AI attracting significant funding with clearer paths to profitsElement451's recent $175M investment cited as an exampleTools for operations, compliance, and personalized learning gaining valueInvestors backing smaller companies disrupting older solutionsChallenges include measuring true effectiveness when models change rapidlyLooking Ahead: The Future of AI in Higher Education (00:28:40)Successful AI integration requires both vision and market viabilityTension between rapid adoption and real-world barriers (faculty readiness, data gaps)Future focus areas include better data management and governanceGrowing demand for proof of effectiveness beyond initial hypeContinued investment expected in practical AI applicationsWorkforce alignment remains a dominant driver for AI adoptionOpen question: Can AI fulfill its promise to democratize education? - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this insightful episode of Generation AI, hosts JC Bonilla and Ardis Kadiu speak with Lev Gonick, CIO of Arizona State University, about how AI is reshaping higher education technology systems. Gonick shares ASU's innovative approach to AI implementation, discussing their transition from fragmented "Frankenstein" tech systems to a more integrated architecture using AI agents. He explains how ASU is already deploying orchestrated AI agents across campus operations - from parking to financial aid to classroom instruction - and offers a practical vision for how universities can adapt to this technological shift. This conversation is essential listening for higher education professionals looking to understand how AI can transform student experiences and institutional operations.The Current State of University Technology Systems (00:00:25)Discussion of universities as technology "Frankensteins" with disconnected systemsGonick explains ASU's dual approach to AI: both as additional tools and as potential unifiersThe challenge of balancing pragmatic immediate needs with long-term integration goalsASU's outlook on technology focuses on opportunity and abundance rather than scarcityThe Timeline for Technology Transformation in Higher Education (00:02:14)Gonick suggests the transition away from fragmented systems could take "a generation or two"ASU positions itself as an outlier and model for what a "new American university" can look likeThe importance of proving what's possible by implementing future-focused solutions todayASU's commitment to focusing on "the future today" rather than waiting for perfect solutionsASU's Leadership in AI Implementation (00:03:45)Reference to ASU's publication documenting their AI journey with 40+ implementation storiesDiscussion of ASU's mindset that emphasizes growth and innovationGonick quotes Alan Kay: "If you want to predict the future, invent it"ASU's philosophy: "If you want to invent the future, start" - emphasizing action over debateAI's Transformation of Higher Education (00:05:33)Gonick argues AI represents a "tectonic shift" that will redefine not just how we teach but what we teachMany universities are stuck in an academic debate rather than testing and experimentingASU's approach involves real-world testing while adhering to principles of innovationThe need for agile, iterative approaches to AI implementation similar to software developmentThe Evolution from Generative AI to AI Agents (00:08:57)Reflection on the past year's progress from classroom-focused generative AI to agent-based systemsGonick suggests current generative AI implementations will eventually be seen as "prehistory"Discussion of how voice and video AI experiences may create economic value in educationThe emergence of "agentic" AI systems where multiple specialized agents work togetherASU's Current Work with AI Agents (00:11:35)ASU has developed approximately a dozen purpose-built AI agents for different functionsThese agents are now being orchestrated to work together rather than operating independentlyExamples include agents for syllabus creation, assessment, skills development, and career opportunitiesDiscussion of the need for "Centurion" agents to ensure privacy, security and ethical useAI Applications in Campus Operations (00:14:52)ASU is implementing agentic AI experiences in back-office operations like parking managementPlans for teaching and learning agent implementations starting in August for the new school yearDevelopment of pedagogy agents that support different teaching methods (Socratic, case method, etc.)Financial aid navigation as another major area where AI agents are improving student and family experiencesThe Digital Workforce and Organizational Change (00:20:49)Discussion of AI agents functioning as a "digital workforce" that requires managementThe need to rearchitect how work is done in university settingsHuman resistance to change as a major challenge in AI implementationASU's approach to helping employees transition to new roles through upskilling and reskilling programsThe Near Future of AI in Higher Education (00:24:47)Discussion of the impact of politics and regulations on AI implementationASU's view of challenges as opportunities and their focus on adaptabilityThe concept of building "anti-fragile" institutions that not only survive disruption but thriveThe importance of planning with a longer horizon while remaining agile - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this information-packed episode of Generation AI, hosts JC Bonilla and Ardis Kadiu explore the revolutionary new ChatGPT image generation capabilities that have taken the internet by storm. They break down how this new native image generation differs from previous models, allowing users to create, modify and refine images through conversation. The hosts also cover significant recent AI developments including Google's Gemini 2.5 Pro, Anthropic's Model Context Protocol standard, and new educational initiatives from OpenAI and Claude. This episode gives higher education professionals critical insights into how these visual AI tools will transform marketing, teaching, and creative processes across campus. Recent AI Updates and Developments (00:00:06)Introduction to the episode and upcoming Element451 presence at ASU GSV conferenceBrief mention of new AI releases coming from Element451Overview of recent major AI developments that will be discussedMajor Model Drops and Advances (00:03:13)Google's release of Gemini 2.5 Pro, a powerful reasoning and thinking modelDiscussion of its 1,000,000 token context window and coding capabilitiesAnthropic's Model Context Protocol (MCP) as a new standard for AI model connectionsComparison to standardization moments like VHS/Betamax or USB connectivityHow MCP simplifies integration with external tools and APIsOpen Source Models and Coding Advancements (00:09:11)DeepSeek v3 launch continuing the open source momentumDiscussion of "vibe coding" and voice-based natural language programmingThe progression of open weights models (not fully open source)Google's Gemma 3, OpenAI's announced open weights model, and upcoming Llama 4How these models enable natural language "vibe coding" through better reasoningAI Education Initiatives (00:13:53)OpenAI Academy launch for teaching AI skills and prompting techniquesClaude for Education using Socratic methods to teach students how to learnFocus on pedagogy and learning rather than just providing answersImportance of AI literacy as models improveChatGPT Image Generation Revolution (00:18:06)Technical explanation of the new native image generation in GPT-4oHow it differs from previous DALL-E integration by generating images pixel by pixelThe ability to remember context and make incremental changes to imagesComparison to the creative sketch-to-masterpiece process in artImage Generation Examples and Capabilities (00:27:05)Transforming images into anime, Studio Ghibli style, or other artistic stylesImage restoration, sharpening, and enhancement capabilitiesConverting rough sketches into polished marketing materialsCreating consistent multi-panel comics or narrativesFashion coordination and outfit planning from wardrobe itemsInterior design applications by incorporating furniture pieces in roomsCreating travel journals and personalized visual memory booksPractical Applications in Education and Marketing (00:34:23)Educational uses for teachers creating customized visual aidsExplaining complex concepts through dynamic illustrations for different learning stylesMarketing prototyping and rapid campaign creationStoryboarding for entertainment and media productionProduct design acceleration and prototypingTransformative Impact Across Industries (00:37:51)Filters becoming experiences with style transformationsEasier creation of memes and visual communicationBooks and visual storytelling including children's booksImproved slide presentations with conceptual imagesPersonalizing stock photography with school colors and logosRemixing movie scenes in different stylesCreating personalized advertisements at scaleEnabling creatives to produce work faster and tell stories through visualsLearning at Scale Through Visual AI (00:41:46)How educators can use these tools to reach diverse learnersMaking complex concepts accessible through visual adaptationRemoving creative bottlenecks in educationFinal thoughts on the transformative potential of new vision models - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this episode of Generation AI, hosts Dr. JC Bonilla and Ardis Kadiu examine how AI can support—not replace—human decision-makers in college admissions. They discuss the growing challenge of application volume (with schools like NYU receiving 120,000 applications) against limited staff resources, creating bottlenecks where reviewers must evaluate hundreds of applications in tight timeframes. The hosts explain how AI tools can bring consistency to evaluation, remove human bias, and dramatically speed up document processing while maintaining quality. They outline specific AI applications in admissions including document verification, essay evaluation, and transcript analysis, emphasizing that the goal is to enhance human judgment rather than replace it.The Admissions Crunch: Record Application Numbers (00:00:57)NYU received 120,000 applications this year, the most for any private universityUniversity of Texas at Austin saw a 24% increase in applicationsUniversity of Washington experienced 57% growth over five yearsHarvard received 60,000 applications for just 2,000 spotsThe Human Workload Problem (00:02:46)Average public university has 60 new students per staff memberApplication-to-staff ratio can reach 600-650 for selective schoolsEach application takes 15-30 minutes to reviewStaff often have multiple responsibilities beyond application reviewThe Student Experience Impact (00:06:08)Long waiting times affect student decision-makingSpeed to response is critical for enrollment strategyReducing review time from 45 days to 24 hours can increase enrollmentEarly decisions are a competitive advantage for institutionsHow College Admissions Work (00:08:12)Holistic admissions evaluate academic achievement, personal statements, extracurricularsRolling admissions focus on meeting basic criteria with rapid turnaroundBoth processes involve significant manual reviewConsistency and speed are major challengesAI Advantages in the Admissions Process (00:11:24)Consistency and fairness through uniform evaluation standardsAI applies the same criteria consistently across all applicationsRemoves human bias that can affect evaluation outcomesMaintains evaluation standards even with reviewer fatigueAI Technology in Document Processing (00:14:54)Optical Character Recognition (OCR) digitizes documents efficientlyNatural Language Processing (NLP) analyzes qualitative aspects of applicationsMultimodal models like Gemini 2.0 extract data from documents accuratelyReasoning models can evaluate applications based on specific criteriaCurrent State of AI in Admissions (00:17:53)OCR technology for transcript scanning exists but is limitedSome schools use data extraction when loading information into CRMsFew comprehensive solutions integrate all aspects of AI evaluationTechnology is just becoming available for full-scale implementationTechnical Applications of AI in Admissions (00:19:17)Document verification automates checking for completeness and accuracyEssay evaluation can extract themes about student readinessCourse equivalency mapping connects courses across institutionsTranscript evaluation helps with transfer credits and placementAdmissions as a Rubric (00:25:37)Admissions decisions are based on measurable criteriaCriteria can be objective (in-state status) or subjective (leadership qualities)Digital application review transforms criteria into software evaluationsAI can work effectively with rubric-based evaluation systemsElement451's AI-Powered Admissions Approach (00:29:08)AI agent ingests institutional rubrics and evaluation criteriaSystem analyzes all submitted documents through data extractionProvides scores and reasoning for each evaluation criterionPlaces AI recommendation alongside human evaluationThe Future: Your First Read is Your Second Read (00:31:08)AI provides efficient, fair, consistent and scalable admissions processGoal is to enhance human judgment, not replace itRemoves human bias while maintaining quality evaluationFrees staff time for personal interaction with prospective students - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this episode of Generation AI, hosts JC Bonia and Ardis Kadiu explore the rapidly evolving landscape of personal AI agents. They analyze four types of agents - general task agents, researcher agents, workflow agents, and code generation agents - before diving into the recent sensation around Manus AI. The hosts discuss how AI agents are shifting from simple task execution to complex autonomous workflows, potentially transforming how work gets done across industries. The conversation highlights a critical turning point where AI can now operate with minimal human supervision, challenging previous assumptions about the "human in the loop" paradigm.Introduction to AI Agents and Recent Developments (00:00:00)JC and Ardis introduce the episode's focus on AI agentsBrief mention of Manus AI creating waves in the tech worldSetting the stage for understanding personal AI agents in 2025Discussion of how these agents will shape workflows and productivityThe Evolution of AI Agents (00:01:48)The shift from frontier models to foundational agent AIHow 2023 saw the emergence of autonomous personal agentsRequirements for agents: reasoning, adaptation, and action capabilitiesTime compression in AI development with DeepSeek and Grok 3Categories of Personal AI Agents (00:05:52)Four main types of agents identified by the hostsGeneral task agents for personal productivity and schedulingResearcher agents for deep knowledge gathering and synthesisWorkflow agents for orchestrating multi-step processesCode generation agents for software developmentDeep Research Agents in Action (00:09:41)Ardis shares how research agents have changed his workflowExamples of using AI for market research and data gatheringTools like Perplexity offering free research capabilitiesClaude and Gemini providing deep research featuresThe value of referenced, data-backed insights for decision makingWorkflow Agents: Connecting the Pieces (00:15:10)Explanation of how workflow agents orchestrate multiple processesZapier and Make.com for workflow automationRelevance for personalizationLindy.ai for Gmail integration and automationThe ability to mix and match between different LLMs for optimal resultsCode Generation Agents (00:18:00)The acceleration of AI code writing capabilitiesReference to Anthropic CEO's claim about AI writing 90% of code soonCursor and Anthropic Code Agent toolsLovable - no-code solution for building applicationsBolt as another code generation platformIntroduction to "vibe coding" - collaborating with AI on code without technical expertiseManus AI: A Game-Changing Personal Agent (00:24:45)Overview of what makes Manus different from previous agentsThe massive waitlist and $10,000 access codes showing huge demandHow Manus provides autonomous task execution with minimal human inputThe open-source alternative "Anus" created using Manus itselfThe ability to work continuously in the background and notify when completeThe Future of Work with Autonomous Agents (00:32:16)Implications for knowledge work and job rolesThe shift from "human in the loop" to "human as supervisor" modelsArdis acknowledging the difficulty in claiming AI won't replace certain rolesDiscussion about which jobs might remain relevant in the AI futureHow autonomous agents are changing organizational designClosing Thoughts on the AI Landscape (00:39:34)Reflection on how major AI releases create excitement and commercialization racesAnticipation of more autonomous agent solutions following ManusThe rapid pace of change in the AI spaceHow these tools will continue to democratize access to advanced capabilitiesExpectations for what might emerge in the coming months - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this exciting episode of Generation AI, hosts Ardis Kadiu and Dr. JC Bonia examine the rapid evolution of voice AI agents and their impact on higher education. They spotlight Sesame, a new open-source voice model that crosses the "uncanny valley" with its remarkably human-like speech capabilities. The hosts demonstrate these advanced voice technologies live and discuss how they're already transforming student support services, enrollment management, and call centers. As voice becomes the primary interface for AI interaction, colleges must adapt to meet student expectations for 24/7 instant support while maintaining an authentic, empathetic experience.The Voice AI Revolution Arrives (00:00:00)Introduction to the rapidly evolving voice AI landscape in spring 2025Shift from text-based prompting to voice as the primary AI interfaceVoice modes now standard in major AI platforms (ChatGPT, Gemini, Perplexity)Growing prevalence of AI voice agents in customer service contextsIntroducing Sesame: Breaking the Internet (00:02:00)Overview of Sesame, an ultra-realistic, open-source AI voice modelHow Sesame differentiates from previous voice technologiesThe significance of its open-source MIT license for wider adoptionCrossing the "uncanny valley" with human-indistinguishable speechLive Demonstration with Maya (00:09:00)Interactive conversation with the Sesame voice model "Maya"Demonstrations of emotional range, empathy, and conversational realismRole-play examples showing versatility for higher education scenariosShowcasing natural pauses, breathing patterns, and emotional intelligenceTechnical Approaches to Voice AI (00:14:00)Comparison of different voice technology architecturesTraditional pipeline: Speech-to-Text → LLM processing → Text-to-SpeechNative voice models: direct voice-to-voice processingHow end-to-end approaches improve latency, accuracy, and emotional contextParallels to human language processing and bilingual thinkingVoice AI Providers and Implementation (00:18:00)Overview of key players in the voice AI market (11Labs, OpenAI, Meta)Recent announcements including Llama 4's voice capabilitiesBuilding voice agent systems that minimize latencyMulti-channel implementation strategies beyond traditional phone callsHigher Education Use Cases (00:25:00)Enrollment support with multilingual family communication24/7 student services that match student productivity patternsIntegration across multiple communication channelsVoice as a natural query interface on campusEnhancing accessibility while maintaining personalizationTransforming Call Centers (00:30:00)How voice AI is replacing traditional IVR phone treesBenefits of AI-powered routing without human limitationsCost-saving potential with AI handling 30-50% of callsEliminating wait times during peak periods like financial aid seasonParallel processing capabilities versus sequential human staffingBalancing Technology and Responsibility (00:38:00)Ethical considerations for voice AI implementationImportance of accurate information deliveryHow human staff can focus on more complex, high-value interactionsReal-world implementations at Johnson Community College and other institutionsLooking ahead to continued voice technology improvements - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this episode of Generation AI, hosts JC and Ardis tackle one of the most pressing concerns in higher education today: how to trust AI outputs. They explore the psychology of trust in technology, the evaluation frameworks used to measure AI accuracy, and how Retrieval Augmented Generation (RAG) helps ground AI responses in factual data. The conversation offers practical insights for higher education professionals who want to implement AI solutions but worry about accuracy and reliability. Listeners will learn how to evaluate AI systems, what questions to ask vendors, and why having public-facing content is crucial for effective AI implementation.Introduction: The Trust Challenge in AI (00:00:06)JC Bonilla and Ardis Kadiu introduce the topic of trusting AI outputsContrasting traditional predictive modeling metrics with new AI evaluation methodsUnderstanding that trust is both earned and lost through interactionsThe Psychology of Trust in AI (00:03:35)How human psychology frameworks for trust transfer to technologyChallenge appraisal (seeing AI as enhancement) versus threat appraisal (seeing AI as risky)Example: How autonomous driving shows trust being built or lost through micro-decisionsThe importance of making AI systems more predictable to humansEvaluating AI Outputs: The Evals Framework (00:11:41)Moving from traditional machine learning metrics to new evaluation methodsHow OpenAI Evals works as a standard for measuring AI performanceCreating test sets with thousands of variations to check AI outputsThe concept of "AI checking on AI" for more thorough evaluationElement451's achievement of 94-95% accuracy rates on their evaluationsRetrieval Augmented Generation (RAG) Explained (00:27:23)RAG as an "open book exam" approach for AI systemsHow data is processed, categorized, and made searchableThe importance of re-ranking information to find the most relevant contentHow multiple documents can be combined to create accurate answersAddressing Common AI Trust Concerns (00:33:31)Reducing hallucinations through proper grounding in source materialWhy "garbage in, garbage out" fears are often overblownUsing public-facing content as reliable data sourcesThe value of traceable sources in building confidence in AI responsesConclusion: Building Earned Trust (00:38:11)Trust in AI comes from reliability and transparencyThe importance of asking the right questions when selecting AI partnersHow to distinguish between companies just talking about AI versus implementing best practices - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this episode of Generation AI, Ardis Kadiu and Dr. JC Bonilla unpack FERPA—the Family Educational Rights and Privacy Act—and its critical role in protecting student data within AI-driven educational tools. They clarify common misunderstandings around FERPA compliance, specifically addressing the handling of AI-powered student engagement platforms, chatbots, and data security practices. Learn how institutions can effectively utilize AI while safeguarding student privacy and maintaining compliance.Understanding FERPA Basics (00:00:07)Introduction of the topic based on questions from the AI Engagement SummitFERPA stands for Family Educational Rights and Privacy ActFederal law enacted in 1974 that protects privacy of student educational recordsApplies to institutions receiving US Department of Education fundingGrants students (or parents of minors) rights regarding their educational recordsWhat Constitutes Educational Records Under FERPA (00:07:33)Academic records including grades, transcripts, and course enrollmentPersonally identifiable information (PII) such as names, student IDs, birthdatesDisciplinary records and counseling informationFinancial aid and billing informationStudent communications with advisers, faculty, and staffInstitutions must maintain control and prevent unauthorized disclosureFERPA Compliance for Engagement Tools (00:08:52)Student data must remain protected from unauthorized accessInformation cannot be used for unintended purposes outside institutional contractsData must remain under the institution's control at all timesThe "school official exception" allows third-party vendors to access dataVendors must perform services the school would otherwise use its own staff forSchools must maintain direct control over records use and maintenanceVendor Contracts and FERPA Compliance (00:13:01)Contracts must clearly state vendors act as school officials bound by FERPAVendors cannot use student records outside the scope of their contractsInstitutions must retain full control over how student data is accessedImportance of granular access controls and role-based permissionsVendors should not use student data to train AI models without specific permissionData minimization principles should be followed in all AI processesData Security Requirements (00:15:51)Encryption requirements for data in transit and at restImportance of multifactor authenticationAccess logging to track who interacts with dataData deletion and retention policies must be clearly definedVendors should have clear procedures for data deletion after contract endsAudits and Compliance Monitoring (00:16:40)Vendors should comply with security and privacy standardsRegular security audits and compliance reviews by third partiesThe importance of SOC 2 Type 2 certification as the gold standardInstitutions' rights to conduct independent security auditsAI-Specific FERPA Concerns (00:18:50)Chatbots and AI assistants must follow proper verification protocolsAI-powered tools must adhere to role-based access permissionsRisks of using public AI tools like ChatGPT with student dataDirectory vs. non-directory information distinctionsThe dangers of uploading student data to non-FERPA compliant AI toolsAI Training and Data Use Risks (00:24:00)Many AI models store and use interactions for trainingRisks of unauthorized retention of student recordsImportance of checking data retention policies in AI toolsFree versions of AI tools typically don't offer data protection optionsPaid versions may have data retention turned on by defaultElement451's FERPA Compliance Approach (00:26:28)SOC 2 Type 2 compliance with third-party verificationData encryption in transit and at rest with additional field-level encryptionMultifactor authentication enforcementIdentity verification in AI chatbots before sharing any personal informationNo training on user data and anonymization of activity dataInstitution control over data deletion and visibility of all recordsAI inherits institutional security policies and access controlsClosing Thoughts (00:29:39)The importance of understanding FERPA in the AI contextBuilding trust through proper complianceAddressing misinformation around FERPA and AIInvitation for listeners to suggest future topics - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

Episode Summary:In this special keynote episode, hosts Ardis Kadiu and JC Bonilla discuss how Agentic AI is transforming higher education by evolving AI from simple tools to proactive teammates. They explore the journey from generative AI to sophisticated multi-agent systems, emphasizing how these technologies can significantly enhance student engagement, recruitment, and research productivity. With practical strategies and insights, this episode is essential for higher education professionals eager to implement AI for strategic growth and operational efficiency.Show Notes:Introducing Agentic AI in Higher Education (00:00:00)The shift from traditional AI tools to proactive teammatesWhy institutions must adopt agentic AI to meet rising student expectationsCompetitive advantages for early adopters in higher educationThe Evolution of AI: From Perception to Agentic Systems (00:04:00)The development from perception AI to generative AI, and now agentic AIAgentic AI's capability to reason, adapt, and act autonomouslyPractical differences between traditional chatbots and agentic systemsReal-World Applications of Agentic AI (00:19:00)Examples of Google's Gemini and ChatGPT's deep research functionalitiesAI co-scientists accelerating research timelines from years to minutesAgentic AI's role in automating complex student recruitment campaignsMulti-Agent Collaboration and the "TACO" Framework (00:42:00)Explanation of AI agent roles: Taskers, Assistants, Collaborators, and OrchestratorsHow multi-agent systems scale operations in educationThe benefits of vertical AI solutions versus horizontal toolsBuilding and Managing Your AI Workforce (00:53:00)AI agents as junior virtual coworkers and the implications for staffingEvaluating success with AI: Performance, financial outcomes, and organizational impactsPreparing institutions culturally and technically for AI implementationFuture of Work and AI Skills Development (01:00:00)The rise of AI specialists and the importance of AI readinessHuman roles evolving from direct tasks to orchestration and managementHow institutions can successfully onboard and manage AI teammates - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this episode of Generation AI, hosts Ardis Kadiu and JC Bonilla examine the groundbreaking impact of XAI's new Grok-3 model. Released just 60 days after Grok-2, this AI system is making waves by outperforming competitors in multiple categories, from coding to creative writing. The hosts explain why Grok-3's reasoning capabilities mark a significant shift in AI development, moving beyond simple chatbots toward truly autonomous agents. They explore how XAI achieved this rapid advancement in just 15 months and discuss what it means for consumers, businesses, and higher education as AI models become more powerful, more accessible, and more integrated into everyday tools.Catching Up and Conference Highlights (00:00:06)Hosts Ardis Kadiu and JC Bonilla catch up on recent activitiesJC shares his experience using AI as a running coachArdis discusses his presentation at the Achieving the Dream conferenceDiscussion of an emotional AI interaction that resonated with the audienceIntroduction to Grok-3 (00:05:00)Overview of Grok-3, the new AI model from XAI (Elon Musk's AI company)Explanation of XAI as a competitor to OpenAI, Anthropic, and GoogleDiscussion of how Grok-3 is "breaking the internet" with its capabilitiesOutline of the episode's focus on reasoning-based AI and its implicationsThe Rapid Acceleration of AI Development (00:07:16)Analysis of XAI's remarkable timeline: from startup to frontier model in 15 monthsComparison to OpenAI's 8-year development timelineDetails on Grok-3's training: 100,000+ NVIDIA H100 GPUs and 200 million GPU hoursDiscussion of how this speed of progress is reshaping the AI landscapeEvaluating Grok-3's Performance (00:12:39)Explanation of how Chatbot Arena provides real human evaluation of AI modelsGrok-3 achieved the highest score ever in Chatbot Arena (1403)Breakdown of categories where Grok-3 ranks #1: hard prompts, coding, math, creative writingArdis shares his personal experience using Grok-3What Makes Grok-3 Different (00:18:09)Explanation of "Big Brain Mode" and advanced reasoning capabilitiesDiscussion of real-time knowledge and Twitter/X integrationComparison with other models like GPT-4 and GeminiAnalysis of how its reasoning allows for self-correction and reduced hallucinationsStrategic Advantages of Grok-3 (00:23:37)Integration into Tesla vehicles and the X platformHow built-in access creates a direct user funnelDiscussion of the multimodal capabilities, including the new voice modeAnalysis of how these integrations give XAI unique advantages in the marketThe Path to Autonomous AI Agents (00:27:38)Why chatbots are just a stepping stone to autonomous AI agentsExplanation of how reasoning models break down problems into sub-stepsDiscussion of how this leads to more human-like thinking and problem-solvingThe "reason, adopt, and action" loop in advanced AI systemsReal-World Applications of Reasoning AI (00:30:15)Educational applications: complex problem solving and personalized learningResearch benefits: literature review, data analysis, and hypothesis generationDiscussion of real-time information access through X/Twitter integrationHow these models can save users hundreds of hours of workThe Competitive AI Landscape (00:33:29)Price comparison between OpenAI's ChatGPT Pro ($200/month) and Grok ($20/month)Mention of Perplexity's free deep search capabilitiesDiscussion of how competition is improving AI experiences for usersPredictions about accelerated timelines for GPT-5, Grok-4, and Gemini 3Implications for Higher Education and Consumers (00:38:10)How better reasoning models will lead to improved AI productsDiscussion of vertical-specific workflows being developedReduction in hallucinations making AI more reliable for critical tasksPromotion of Element451's AI Engaged Summit (February 25-26)Closing Thoughts (00:39:46)JC reflects on the need to try new AI tools rather than sticking with favoritesDiscussion of how rapid innovation affects consumer loyalty in AIEncouragement for listeners to provide feedback and engage with the podcastInformation about the Enrollify podcast network - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this compelling episode, hosts JC Bonilla and Ardis Kadiu examine the stark contrast between Sam Altman's optimistic AGI predictions and Anthropic's real-world AI usage data. While Altman forecasts a future where AGI brings super-exponential economic growth and widespread benefits, Anthropic's study reveals current AI adoption is concentrated in specific sectors and wage brackets. The hosts break down why this gap exists and what it means for AI's future timeline. This episode offers essential insights for anyone trying to reconcile bold AGI predictions with today's practical AI implementation challenges.Introduction and Context Setting (00:00:07)Welcome and introduction of hostsMention of previous successful series on Agentic AIOverview of episode focus on Sam Altman's blog and Anthropic's economic indexSam Altman's Three Key Claims (00:05:18)AI intelligence scales with investment and resourcesCost of AI falls approximately 10x every 12 monthsSocioeconomic value increases super-exponentiallyDiscussion of implications for AI development speedAnthropic's Data-Driven Findings (00:08:46)36% of occupations use AI for at least 25% of their tasksHighest adoption in software development and analyticsPeak usage in mid to high-wage jobsAnalysis of actual AI implementation patternsAutomation vs. Augmentation Debate (00:21:46)57% of AI use cases are augmentative43% focus on automationDiscussion of why augmentation currently dominatesAnalysis of technical limitations and error ratesEconomic Impact and Adoption Patterns (00:31:13)Analysis of AI benefit distribution across wage levelsDiscussion of adoption barriers in different sectorsComparison to historical technology adoption patternsImpact on economic mobility and job displacementFuture Outlook and Infrastructure Needs (00:37:02)Discussion of AI democratization effortsAnalysis of required infrastructure investmentsImportance of AI fluency across disciplinesRole of government and public infrastructure in AI accessClosing Thoughts and Recommendations (00:42:26)Emphasis on importance of AI training and reskillingDiscussion of AI as essential infrastructureCall to action for early adoption and implementationSummary of key takeaways for higher education professionals - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this packed episode of Generation AI, hosts Ardis Kadiu and Dr. JC Bonilla break down three major developments shaking up AI in higher education. They analyze California State University's groundbreaking partnership with OpenAI to provide ChatGPT Enterprise to over 500,000 students across 23 campuses. The hosts also dig into DeepSeek's stunning $6 million AI model that's disrupting the market and sparking what some call AI's "Sputnik moment." Finally, they explore OpenAI's latest innovations including Operator and Deep Search, showing how these AI agents are transforming research and automation. This episode offers essential insights for higher education professionals trying to understand how these rapid AI developments will impact their institutions.CSU's Game-Changing OpenAI Partnership (00:01:36)Partnership brings ChatGPT Enterprise to 500,000+ students across 23 campusesCreation of AI Common Hub for centralized tools and trainingFocus on faculty empowerment and workforce development through AIImplementation challenges across a large, distributed systemThe Past Three Weeks in AI (00:13:23)Discussion of recent developments in AI technologyAnalysis of rapid acceleration in AI capabilitiesImpact on higher education and institutional adoptionDeepSeek: AI's Sputnik Moment (00:13:55)Introduction of DeepSeek's new AI model and its capabilitiesAnalysis of the $6 million training cost breakthroughDiscussion of geopolitical implications and US-China AI competitionExplanation of open source model vs. hosted service distinctionsOpenAI's New Agent Technologies (00:25:11)Introduction of OpenAI's scheduled tasks featureAnalysis of Operator: AI-powered browser automationDiscussion of security and trust considerationsReal-world applications in higher educationDeep Search: The Research Revolution (00:34:52)Detailed breakdown of OpenAI's Deep Search capabilitiesComparison with Google's Gemini Deep ResearchReal-world example of ICP research automationCost-benefit analysis of AI research toolsImpact on academic and professional researchLooking Ahead: AI in Higher Education (00:41:11)Discussion of future implications for institutionsIntegration challenges and opportunitiesImportance of AI literacy and trainingUpcoming AI Engaged Summit announcement - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this final episode of a three-part series, hosts JC Bonilla and Ardis Kadiu explore how AI is transforming the workplace in higher education. They discuss the emergence of AI as digital workers, examining how these systems are evolving from simple task automation to becoming integral team members. The hosts share insights on managing AI workers, the changing role of human employees, and what this means for the future of work in education. This episode offers valuable perspective for education professionals looking to understand and prepare for a workplace where humans and AI collaborate as teammates.Series Recap and ContextIntroduction to the third episode on AI workforce evolutionOverview of previous episodes on agentic systems and multi-agent frameworksIntroduction of the TACO framework: Taskers, Assistants, Collaborators, OrchestratorsUnderstanding AI WorkersDefinition of AI workers as digital teammatesComparison between human employees and AI workersDiscussion of how AI workers integrate into organizational structuresAnalysis of bottom-up approach to AI implementationAI Worker ManagementTreating AI systems as employees with goals and performance metricsImportance of onboarding and training AI workersNeed for continuous evaluation and maintenanceDiscussion of autonomous versus assisted AI workReal-World ApplicationsExample of AI admissions counselor implementationAnalysis of how AI can handle application evaluationsDiscussion of automation in admission processesComparison with traditional human evaluation methodsManagement Hierarchy and AIExploration of AI in management rolesDiscussion of complexity in decision-makingAnalysis of current limitations in AI management capabilitiesFuture possibilities for AI in leadership positionsHuman Role in AI WorkplaceShift from task execution to strategic thinkingWorld Economic Forum's Future of Jobs report insightsDiscussion of skills needed in AI-enhanced workplaceFocus on human skills like emotional intelligence and creativityChallenges and ConsiderationsGovernance and oversight requirements24/7 productivity expectations and limitationsTrust and accountability frameworksNeed for continuous learning and adaptationFuture Outlook and ImplementationIT as the new HR in managing AI workersImportance of reskilling existing workforceDiscussion of hybrid human-AI collaborationVision for future workplace dynamicsClosing ThoughtsSummary of key takeawaysImportance of embracing AI collaborationCall for audience engagement and feedbackLooking ahead to future developments - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this second installment of a three-part series, hosts JC Bonilla and Ardis Kadiu examine how multiple AI agents can work together as coordinated teams. Using Element's Campaign Manager as a real-world example, they show how AI agents can mirror human marketing team structures and workflows. The hosts break down ROI measurement frameworks for these systems and discuss why higher education is still in early adoption. Through practical examples and clear explanations, this episode helps listeners understand the shift from single AI assistants to collaborative AI systems that can handle complex, multi-step tasks.Series Context and Episode 1 Recap (00:00:06)Continuation of 3-episode series on AI agentsEpisode 1 became required listening at ElementFoundation concepts: reason, adapt, and actionVertical vs horizontal AI solutions approachMulti-Agent Systems Explained (00:08:12)Breakdown of agent vs assistant definitionsHow specialized agents work togetherTask distribution and hierarchy systemsComparison to human organizational structuresCampaign Manager Case Study (00:10:09)Element's real-world implementation exampleMultiple specialized roles working together:Campaign strategist agentContent writer agentArt director agentHTML builder agentHow agents pass work between each otherIntegration with existing systemsROI Measurement Frameworks (00:27:00)Three approaches to measuring success:Performance comparison with human workFinancial outcomes and cost savingsOrganization-wide productivity gainsHow AI changes work output benchmarksNew metrics for productivity measurementIndustry Adoption Analysis (00:35:41)Current state of multi-agent implementationExamples from marketing, engineering, customer supportHigher education adoption challengesNeed for institutional mindset changesHuman Role Evolution (00:40:25)Changes in day-to-day work with AI supportShift from individual work to AI orchestrationImpact on job roles and responsibilitiesFuture of human-AI collaborationEpisode 3 Preview (00:45:46)Coming discussion on AI workforce managementOrganizational change considerationsIT departments' evolving roleFuture workplace predictionsResearch-based insights on AI integration - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this opening episode of a strategic three-part series, JC Bonilla and Ardis Kadiu introduce Element451's groundbreaking agentic framework for higher education. They explain how modern AI systems that can reason, adapt, and act are transforming student engagement. The episode lays the technical and operational foundation for understanding AI agents in education, setting up deeper discussions of multi-agent collaboration and AI workforce development in subsequent episodes. For education leaders preparing for AI integration in 2025, this episode provides essential context and practical insights.Series Introduction (00:00:07)Overview of the three-part series structureContext of 2025 planning initiativesIntroduction to agentic AI conceptsUnderstanding Modern AI Agents (00:06:10)Definition of agentic AI systemsEvolution from basic agents to modern AICore capabilities: reasoning, adaptation, and actionComparison with traditional automationElement451's Agentic Framework (00:25:02)Five core principles for implementation:Seamless system integrationHuman-in-the-loop designProactive and reactive capabilitiesModular architectureMeasurable impactTechnical Architecture Deep Dive (00:35:57)Framework components and building blocksRole of tools and skillsContext and memory managementDevelopment of specialized AI assistantsSafety and Control Mechanisms (00:46:17)Implementation of protective guardrailsCompliance with educational standardsReflection loops for improvementPerformance measurement systemsFramework Benefits and Applications (00:54:23)Impact on student engagementOperational efficiency improvementsIntegration with existing workflowsConnection to future episodesLooking Ahead (01:00:08)Preview of multi-agent collaborationIntroduction to AI workforce conceptsRole of IT teams in AI managementOrganizational transformation potential - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

Setting the Stage for AI in 2025 (00:00:07)Introduction of AI mastery as a key resolution for 2025Discussion of AI becoming mainstream in automation and workflowsThe importance of developing individual AI expertise and leadership skillsCore Skills for Individual AI Mastery (00:06:12)Essential tools: ChatGPT, Claude, and GeminiMoving beyond basic prompt engineering to problem-solvingFocus on contextual understanding and domain expertiseTime investment needed for staying current with AI developmentsBuilding AI Workflows and Integration (00:11:41)Evolution from standalone tools to integrated workflowsImportance of domain-specific knowledge in automationCreating production-ready work with AI assistanceExamples of specialized AI tools in higher educationStaying Updated on AI Developments (00:14:31)Recommended resources: podcasts, newsletters, and industry blogsTime commitment for staying current (1-3 hours daily)Balancing content consumption with practical applicationCurating relevant information sources for your fieldAI Leadership and Change Management (00:24:15)Focus on incremental implementation over long-term planningImportance of showing immediate value through experimentationRethinking processes from first principlesStrategies for managing team adoption and resistanceData Integration and Knowledge Sources (00:31:20)Breaking down data silos in higher educationLeveraging unstructured data (policies, documents, media)Connecting different data sources for better insightsExamples of successful data integration in educationPartnership and Experimentation (00:34:38)New approach to vendor relationships in AI implementationImportance of co-creation and pilot programsBenefits of early adoption and experimentationReal-world examples of successful partnershipsLooking Ahead: AI Implementation Strategy (00:41:35)Long-term perspective on AI adoptionBalance between curiosity and openness to changeFocus on creating enterprise value through AIImportance of leadership in driving AI transformation - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this information-packed episode, hosts Ardis Kadiu and JC Bonilla analyze OpenAI's "12 Days of OpenAI" campaign. They examine each major announcement, from new AI models like o1 and Sora to the introduction of the $200 ChatGPT Pro subscription. The hosts break down how these updates affect higher education professionals, exploring everything from advanced reasoning capabilities to video generation and voice features. This episode is essential listening for anyone in education who wants to understand OpenAI's latest developments and their practical applications in highered.Model Releaseso1: A new model that excels at breaking down complex problemso3 and o3-mini models (preview) with enhanced reasoning capabilitiesSora: OpenAI's entry into text-to-video generationChatGPT's New FeaturesChatGPT Pro: A $200 monthly subscription with premium featuresCanvas: A new space for real-time collaborationProjects: Smart organization for conversationsUniversal search accessVoice mode with video capabilitiesPhone access (1-800-ChatGPT)Tools for DevelopersSimplified fine-tuning processo1 model API accessNew SDKs for Go and JavaRealtime APINew IntegrationsConnection with Apple's ecosystemWorks with Apple Notes, Notion, and other tools - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this milestone 56th episode of Generation AI, hosts JC Bonilla and Ardis Kadiu provide a comprehensive review of AI's transformation in 2024 and share strategic predictions for 2025. From the rise of multimodal AI to NVIDIA's market dominance, they examine how the technology landscape has evolved and what higher education institutions should prepare for in the coming year. The discussion offers practical insights into AI adoption, technological advances, and the changing nature of work in education.Major AI Developments in 2024Multimodal AI Breakthrough (00:05:31)AI systems now process multiple data types simultaneously (text, voice, images)Major releases: Google Veo, Amazon NovaElement451 implemented real-time voice capabilitiesSignificant improvements in video generation and understandingSmall Language Models Evolution (00:10:24)Shift toward efficient, cost-effective modelsKey developments: TinyLLAMA, Claude InstantFocus on specific tasks rather than general-purpose useEnhanced speed and reduced operational costsInvestment and Market Growth (00:17:08)NVIDIA reached $3.5 trillion market capXAI valued at $50 billionOpenAI reached $175 billion valuationAI startups attracted approximately $20 billion in fundingAI Agents and Autonomy (00:23:39)Transition from chatbots to autonomous systemsSalesforce rebranded to "Agent Force"Focus shifted from safety concerns to practical applicationsDevon AI demonstrated full application building capabilitiesIndustry Maturity Signs (00:26:38)Reduced concerns about hallucinations and data safetyShift from experimental to practical use casesNotable challenges: Gemini AI image controversy, Bing AI misinformationMcDonald's AI ordering system challengesPredictions for 2025AI Reasoning Evolution (00:29:16)Models will showcase improved reasoning capabilitiesFocus on "world models" understanding contextEnhanced transparency in AI decision-makingBetter integration with robotic systemsHyper-Personalization (00:31:44)Advanced contextual and seasonal targetingIntegration with privacy-focused frameworksCost reduction enabling individual-level AI processingEnhanced personalization in advertising and user experienceAI-Powered Devices (00:39:39)30% of new devices to ship with built-in AI capabilitiesEnhanced mobile AI capabilitiesImproved interface and user experienceFocus on smaller, more efficient devicesHigher Education Adoption (00:42:06)Mainstream adoption beyond early adoptersIntegration with existing systems (SIS, LMS)Focus on student experience and productivityChallenges with data integration and workflow automationAI-Driven Analytics (00:44:52)Shift from traditional analysis tools to conversational interfacesTransformation of analyst roles to strategic positionsEnhanced insight generation through AIFocus on outcomes rather than metricsIndustry Predictions (00:50:05)Continued NVIDIA market dominanceProjected stock growth to $400Increased chip demand and market expansionOngoing competition in global chip manufacturingKey Takeaways for Higher EducationAI adoption will move from experimental to mainstream in 2025Focus should be on practical applications rather than theoretical possibilitiesIntegration with existing systems will be crucial for successData strategy and infrastructure will determine AI implementation successTraditional roles will evolve to become more strategic and less operational - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this special episode, Ardis Kadiu and JC Bonilla discuss Element451's recent $175 million strategic investment from PSG Equity. They break down how this investment shows the market's strong belief in AI-powered student engagement. The conversation covers Element451's growth from its early days at NYU to becoming a leading AI-first platform, and what this means for higher education institutions looking to use AI for better student experiences. This funding will speed up the development of AI tools that make staff more productive while giving students 24/7 support.Announcing the Big News (00:00:06)Introduction to special Sunday evening episodeElement451 receives $175 million strategic investment from PSG EquityHosts discuss the impact on AI in higher educationElement451's Origin Story (00:03:00)Started 17 years ago at NYUFocus on improving student experience from website to applicationEvolution from Spark451 agency to Element451 platformEarly work with predictive models and data analysisThe AI-First Strategy (00:06:20)Element451's transition to AI-first company346% customer growth since 2021Strategic importance of AI in student engagementDiscussion of current market challenges in higher educationAI Solutions for Higher Education (00:11:39)Making staff more productive with AI tools24/7 student engagement through AI systemsMoving from chatbots to AI agentsFocus on both staff productivity and student experienceThe Future of AI in Student Engagement (00:15:21)Element451 as student engagement system of recordIntegration of data across the student lifecycleDevelopment of conversational interfacesPlans for autonomous AI agents making decisionsBuilding Autonomous Systems (00:17:33)Moving beyond manual workflow automationAI-powered decision making for student engagementCreating personalized student journeysSystem's ability to evaluate and take next best actionsLooking Ahead (00:22:07)Timeline for new AI featuresIntegration with more data sourcesPlans for personalized recommendationsDiscussion of student-centered AI agentsPersonal Reflections (00:29:00)Impact of the investment on Element451's futureCEO's perspective on company milestoneVision for creating value for partners and customersLooking forward to next phase of growth - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this illuminating discussion, hosts JC Bonilla and Ardis Kadiu break down the four fundamental ways AI models become smarter: pre-training (long-term memory), context/prompting (short-term memory), real-time reasoning (inference-time processing), and fine-tuning (specialized learning). Using real-world examples from Bloomberg GPT and Apple's strategy, they explain why bigger models aren't always better and how companies can achieve remarkable results by intelligently combining these different approaches to model intelligence. Kadiu provides a masterclass in understanding AI model development, challenging common assumptions about specialized models while explaining why current AI capabilities are sufficient for most applications over the next 4-5 years.Post-Thanksgiving Welcome and Updates (00:00:07)Warm opening with hosts sharing Thanksgiving experiencesDiscussion of family gatherings and cooking adventuresSetting the stage for a technical but accessible conversationUnderstanding Model Intelligence: The Four Paths (00:29:06)Pre-training explained as "long-term memory" for modelsContext/prompting described as "short-term memory"Real-time reasoning capabilities during inferenceFine-tuning as a specialized learning approachHow these methods combine in practical applicationsPre-training Deep Dive (00:31:07)Explanation of the "P" in GPT (Generative Pre-trained Transformer)How pre-training works as foundational knowledgeCost implications of extensive pre-trainingTrade-offs between model size and performanceContext and Prompting Insights (00:32:44)Role of context in model performanceHow prompting provides short-term guidanceExamples of effective context usageImpact on model accuracy and resultsReal-time Reasoning Capabilities (00:34:06)How models perform inference-time reasoningInternal processing and decision-makingBenefits of self-guided problem-solvingExamples of reasoning in actionFine-tuning and Specialization (00:36:16)When and why to use fine-tuningCost benefits of specialized trainingReal-world examples of successful fine-tuningLimitations and considerationsPractical Applications and Cost Considerations (00:42:26)Analysis of decreasing model costsSpeed vs accuracy trade-offsWhen to use which approachFuture trends in model developmentIndustry Examples and Case Studies (00:47:20)Bloomberg GPT's lessons learnedApple's strategic approach to AIOpenAI's revenue modelSuccess factors in model deploymentLooking Forward: The Next 4-5 Years (00:49:13)Current capabilities vs future needsRole of evaluation and testingImportance of proper toolingBalance between innovation and practical application - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this episode of Generation AI, hosts Ardis Kadiu and JC Bonilla, joined by CTO Petar, explore the growing challenge of college application fraud and Element451's innovative AI solution. They discuss how fraudulent applications impact institutions through resource theft, financial aid abuse, and system manipulation. The conversation reveals how Element451's new AI-powered fraud detection system uses behavioral data and LLM reasoning to identify suspicious applications while avoiding demographic bias. The team explains their approach of keeping humans in the loop while using advanced technology to process applications at scale.Introduction and Context (00:00:07)Hosts Ardis Kadiu and JC Bonilla welcome special guest PetarDiscussion focuses on college application fraud detectionElement451's development of AI-powered solutionUnderstanding Application Fraud (00:02:26)Impact on non-selective institutions and community colleges without application feesFraudulent applications seeking .edu email addresses for free resourcesFinancial aid fraud through fake applicationsMultiple levels of fraud affecting institutionsManual review process becoming overwhelming for schoolsCurrent Detection Methods and Challenges (00:05:05)Discussion of sophisticated fraud schemes beyond simple automationFraudsters using real data and identity theftVPN usage to mask locationsCurrent manual review processes and their limitationsTime constraints in application review during peak seasonsElement451's AI Solution: Bolt AI (00:10:16)Introduction to Bolt AI as Element451's AI frameworkMultiple factors considered in fraud detectionBehavioral data analysis approachFocus on non-demographic indicators to prevent biasKey Detection Factors (00:12:21)Time to submission analysisApplication submission patternsIP address verification and VPN detectionEmail validation and bounce rate checkingGeographic location analysisCross-system duplicate detectionAI Implementation and Reasoning (00:21:13)Use of Large Language Models (LLMs) for reasoningAdvantage over traditional rule-based systemsExplainable AI decisions with detailed reasoningProcessing of 60,000 applications in initial weeksHuman feedback integration for system improvementBias Prevention and Fair Evaluation (00:32:33)Focus on behavioral data rather than demographic informationHuman-in-the-loop approach for final decisionsImportance of transparency in decision-makingFeedback collection for system refinementOperational Impact (00:38:18)Creation of separate workflows for high-risk applicationsQuarantine system for suspicious applicationsBalance between fast processing and securityResource protection and cost savingsImproved student experience through faster legitimate application processingFuture Developments (00:42:55)Plans for generative UI in student experienceDevelopment of proactive AI systemsEnhanced personalization capabilitiesIntegration with student hubDynamic workflow planning based on student behaviorBenefits and Innovation (00:46:18)Improved data integrity in application processingTransparent decision-making processEnhanced speed without compromising securityBetter resource allocation for legitimate applications - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this episode of Generation AI, hosts Ardis Kadiu and JC Bonilla explore the intricate world of AI scaling in higher education. They break down the concept of scaling, from its foundational components to its implications for AI development and implementation. Drawing on real-world examples, they delve into the triad of model size, data, and computational power, and discuss challenges like data scarcity, computational limits, and diminishing returns. The episode also offers insights into how industry leaders like OpenAI, Google, and Meta are tackling these roadblocks.‍Key TakeawaysAI Scaling Defined: Scaling in AI refers to how efficiently and effectively models can accomplish tasks of increasing complexity, measured by speed and intelligence.The Triad of AI Scaling: Model size, data quality, and computational power are the key elements driving AI advancements.Challenges in AI Scaling:Data scarcity, particularly for high-quality, domain-specific datasets.Skyrocketing computational costs and energy requirements.Diminishing returns as larger models yield less exponential improvement.Mitigation Strategies: Techniques like synthetic data generation, hyperparameter tuning, and reasoning-focused models address scaling challenges.Future of AI Models: Companies are shifting focus from generalist models to domain-specific and reasoning-oriented solutions.‍What Does AI Scaling Mean?AI scaling refers to how effectively artificial intelligence can solve increasingly complex tasks. Hosts Ardis Kadu and JC Bonilla explain this through a lens of "smartness"—can a model achieve in minutes, hours, or days what humans might take weeks to accomplish? Scaling doesn't just mean faster; it also means smarter. For example, GPT-4 is 10 times more capable than GPT-3.5 in many areas, but the diminishing returns of scaling larger models have prompted researchers to rethink strategies.‍What Are the Key Challenges in Scaling AI?The conversation explores three primary challenges in scaling AI:Data Scarcity: High-quality training data is increasingly hard to source. While earlier models relied on vast amounts of freely available online data, this resource has been largely exhausted. Additionally, domain-specific datasets, like those in healthcare or education, are often inaccessible or proprietary.Computational Costs: Training large models costs hundreds of millions—and soon billions—of dollars. Companies face challenges balancing the need for immense computing power with energy efficiency and sustainability.Diminishing Returns: As models grow, they require exponentially more computational resources to achieve only incremental improvements in performance. This raises questions about whether scaling efforts are sustainable.‍How Are Companies Tackling Scaling Challenges?The podcast highlights how leading tech companies are approaching these roadblocks:OpenAI: Focuses on reasoning-based models and test-time compute, allowing AI to think dynamically during task execution.Google: Invests in multimodal capabilities and domain-specific applications, such as its advancements in protein folding and specialized coding models.Meta: Explores alternative architectures and world models, aiming to overcome the limitations of transformer-based AI systems.XAI (Elon Musk's Initiative): Prioritizes "truth-seeking" AI and first-principles problem-solving.‍What Role Do Mitigation Strategies Play?To address the challenges of scaling, companies and researchers are leveraging innovative strategies, including:Synthetic Data Generation: Creating artificial datasets to fill gaps in training data.Hyperparameter Tuning: Optimizing how models learn to improve efficiency.Reasoning-Based Models: Enhancing AI's ability to think and adapt dynamically during real-time tasks.The hosts share how these approaches are unlocking new possibilities for AI in higher education. For instance, at Element, reasoning-focused AI is being used to identify fraudulent applications by analyzing behavioral patterns and contextual data.‍What Does the Future Hold for AI Scaling?The episode closes with a discussion of where AI is headed. The hosts emphasize that while scaling generalist models may slow, there's growing momentum around domain-specific applications and reasoning engines. These advancements could revolutionize fields like marketing attribution, student engagement, and personalized learning in higher education. - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this timely episode of Generation AI, hosts Ardis Kadiu and Dr. JC Bonilla examine how the recent election results could reshape AI's role in higher education. They analyze potential shifts in AI regulation, funding, and innovation under the new administration. The hosts explore how changes in merger policies and efficiency mandates might accelerate AI adoption, while also discussing the cautionary tale of Chegg's dramatic market value loss due to ChatGPT's emergence. This episode offers crucial insights for education professionals navigating the rapidly evolving intersection of politics, AI, and higher education. Election Impact on AI Regulation (00:00:07)Introduction of key themes around election resultsExpected rollback of Biden's AI executive orderShift toward less regulation and oversight of AI developmentMergers and Innovation in AI (00:07:14)Discussion of potential changes to merger regulationsImpact on AI company acquisitions and innovationAnalysis of how reduced regulation could benefit AI startupsEfficiency and Government Reform (00:16:16)Role of AI in government efficiency initiativesAnalysis of FAFSA implementation failuresDiscussion of potential Department of Education reformsAI and National Competition (00:24:31)Meta's LLAMA model licensing changes for government useDiscussion of US-China AI competitionAnalysis of semiconductor regulations and AI compute powerThe Chegg Case Study (00:28:44)Detailed analysis of Chegg's market collapseImpact of ChatGPT on education technologyLoss of $14.5 billion in market valueFailed attempts at AI adaptationFuture of Educational Content (00:37:26)Discussion of AI's impact on learning management systemsAnalysis of content generation in educationImplications for service providers and agenciesExamples of new AI-powered learning platformsClosing Thoughts (00:41:13)Summary of key points about AI under new administrationDiscussion of accelerated technology adoptionFinal insights on AI's future in education - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this live episode of Generation AI, hosts Ardis Kadiu and JC Bonilla dive into the groundbreaking shifts happening in AI-powered search technology. They discuss how major players like OpenAI, Google, and Meta are driving a paradigm shift in online search. Joined by Ty Fujimura, an expert in UX and SEO, they explore how generative AI is transforming the way users interact with information, from natural language search to real-time personalization. This conversation highlights both the opportunities and challenges for marketers, content creators, and higher education professionals looking to stay ahead in an AI-driven digital landscape.‍Key TakeawaysNatural Language Search: Generative AI enables search without keywords, allowing users to communicate queries conversationally, transforming how they find information.Personalization in Real Time: AI-powered search adapts based on user behavior, location, and even time of day, enabling a more tailored information retrieval experience.The Role of Authentic Content: As AI search engines source information from various platforms, producing authentic, context-rich content across multiple channels is key to maintaining brand presence.Impact on SEO and Website Strategy: Traditional SEO practices are shifting; now, the emphasis is on creating diverse, authoritative content that AI can reference and summarize effectively.Predicted Drop in Organic Traffic: As AI search improves, website visits may decline, making social media and paid search essential for driving traffic and engagement.‍Episode SummaryWhat Is AI-Powered Search, and Why Does It Matter?In this episode, Ardis and JC discuss the evolution of AI-powered search and how it's disrupting traditional methods of information retrieval. Unlike traditional keyword-based searches, AI-powered search relies on natural language processing, making it more intuitive and conversational. The hosts highlight how tools like ChatGPT, Perplexity, and Google's Gemini are enabling users to ask complex questions in everyday language, making search experiences feel more interactive and responsive. By bridging the gap between keywords and conversation, AI is setting the stage for a more user-centric internet, particularly significant for higher education and content-driven industries.‍How Does Personalization Transform the Search Experience?AI-powered search isn't just conversational; it's also deeply personalized. According to the hosts, AI can now remember preferences and adapt its responses to individual users based on their browsing habits, location, and even the device they use. Ty Fujimura adds that personalization can extend to contextualizing responses based on user history, allowing searches to align more closely with individual needs and timing. For example, if a user often searches for research articles in the morning, AI could prioritize academic sources. The ability to provide such a customized experience makes it vital for marketers to rethink content strategies, ensuring their material remains relevant across varied user contexts.‍How Will AI Change SEO and Content Strategy?With generative AI reshaping search, SEO is evolving from keyword optimization to content diversification and authenticity. Ty suggests that instead of focusing on keywords, website owners and marketers need to emphasize genuine, unique content. AI now aggregates information from multiple sources, including websites, social media, and forums, to deliver comprehensive answers, bypassing the need for users to click on individual links. In the higher education space, this shift means that content must be readily accessible and informative across channels like Substack, Medium, and even Reddit, as AI pulls from these diverse data streams.This trend of reduced organic traffic to websites emphasizes the importance of social media as a branding tool and reinforces the value of paid search to drive user engagement. As AI technologies like Perplexity and ChatGPT enhance user experience with organized, real-time search results, it's clear that SEO strategies must pivot to include broader content ecosystems and a heightened focus on brand authenticity.‍What Are the Implications for Content Monetization and Advertising?One potential challenge discussed is the future monetization of AI-powered search. As AI search tools from companies like OpenAI, Meta, and Google gain popularity, the ad-free experience may not last indefinitely. JC points out that, much like social media before it, AI search platforms could begin incorporating subtle paid influences, raising questions about transparency and the authenticity of information. In the meantime, brands should capitalize on the ad-free landscape by establishing a solid, authentic content presence across platforms AI frequently references.For marketers, this shift also means strategizing around paid search and social media for direct traffic, as organic traffic from traditional search engines may dwindle. Higher education marketers, for example, can leverage this period by creating content-rich knowledge bases that AI can use to answer specific user questions, building credibility and maintaining visibility in an evolving digital ecosystem. - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register

In this milestone episode, Dr. JC Bonilla returns home to Element451 as COO and Head of AI Practice, joining forces again with CEO Ardis Kadiu after their 17-year journey from NYU to now. The timing is critical - new data shows 91% of higher education CTOs feel unprepared for AI adoption. The longtime friends discuss how Element451's AI-first approach will help colleges tackle their biggest challenges, from talent gaps to budget constraints.Major Announcement: JC Joins Element451 (00:00:07)Dr. JC Bonilla joins Element451 as COO and Head of AI Practice17-year history of collaboration between JC and ArdisFocus on implementing AI across operations and productsElement451's AI-First Vision (00:07:08)Discussion of company's commitment to AI integrationEmphasis on infusing AI into all aspects of operationsStrategy for implementing AI across marketing, analytics, and customer successThe State of AI in Higher Education (00:23:27)Survey reveals only 9% of CTOs feel prepared for AI46% express enthusiasm but only 23% make it high priorityDiscussion of budget allocation challengesCurrent AI Applications on Campus (00:27:09)Virtual chatbots and assistants lead adoption at 50%Cybersecurity applications second at 35%Predictive analytics for student performance at 27%Key Challenges in AI Implementation (00:34:26)Difficulty hiring qualified AI professionalsCompensation gaps between higher ed and private sectorPolicy and governance concernsDigital Transformation Priority (00:38:27)62% of CTOs prioritize digital transformationDiscussion of technology adoption strategiesBalance between technical expertise and practical implementationFuture of Higher Education Technology (00:42:49)Vision for transforming student engagementImportance of AI literacy in higher educationRole of Element451 in driving innovation - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI's impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you're looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.

In this eye-opening episode of Generation AI, we dive into Elon Musk's game-changing breakthroughs that are reshaping our future. From SpaceX's Starship catching rockets mid-air to Tesla's steering wheel-free robotaxis, and xAI's record-breaking supercomputer built in just 19 days, we explore how these innovations are pushing the boundaries of what's possible. Learn how Musk's relentless application of first principles thinking is driving rapid advancements in space travel, transportation, and artificial intelligence. This episode is a must-listen for anyone fascinated by how cutting-edge tech and innovative thinking can solve humanity's biggest challenges and accelerate our journey into an exciting future.Introduction: Exploring Elon Musk's Latest Breakthroughs (00:00:06)Overview of recent achievements at SpaceX, Tesla, and xAIIntroduction to Musk's first principles thinking approachHow these breakthroughs are changing multiple industriesFirst Principles Thinking Framework (00:08:40)Breakdown of the five steps in first principles thinkingExample of how Musk applied this to rocket development at SpaceXThe importance of questioning assumptions and rapid iterationSpaceX's Starship Test Flight Success (00:17:06)Details of the October 13, 2024 Starship test flightThe significance of the Super Heavy booster return and catch mechanismHow reusability is key to Musk's vision of Mars colonizationTesla's Robotaxis and Humanoid Robots (00:22:46)Unveiling of the Cybercab robotaxi prototypeDevelopment of Tesla Bots (Optimus) for factory workHow Tesla is positioning itself as a robotics companyThe role of the Dojo supercomputer in advancing self-driving techxAI's Record-Breaking Supercomputer (00:35:16)Partnership with NVIDIA and Oracle to build the fastest AI supercomputerHow the system was built in just 19 daysThe goal of developing Artificial General Intelligence (AGI)Potential impacts on AI research and developmentMusk's Leadership Principles and Vision (00:41:51)How first principles thinking is applied across Musk's companiesThe importance of rapid iteration and embracing failureCreating connections between space, transportation, and AI technologiesDiscussion on Impact and Innovation (00:49:46)Balancing technological achievements with controversial aspectsThe role of individual impact in driving innovationReflecting on how history may view current innovations and their creatorsConclusion: Building the Future Today (00:55:51)Final thoughts on innovation and its messy natureThe importance of making an impact, regardless of scaleEncouragement for listeners to pursue their own innovations - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI's impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you're looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.

In this exciting episode of Generation AI, hosts Ardis Kadiu and JC Bonilla dive deep into the latest AI developments from five major tech companies: OpenAI, Microsoft, Google, Anthropic, and Meta. They explore groundbreaking innovations like real-time voice APIs, AI-powered glasses, and advanced language models, discussing their potential impact on various industries, including higher education. The hosts also touch on the business aspects, such as OpenAI's shift to a for-profit model and its record-breaking fundraising. This episode is a must-listen for anyone interested in staying up-to-date with the rapidly evolving AI landscape and understanding how these advancements might shape our future interactions with technology.Introduction and OpenAI Updates (00:00:07)Hosts Ardis Kadiu and JC Bonilla introduce the episode's focus on recent AI developmentsDiscussion of OpenAI's Dev Day announcements, including the real-time voice APIOverview of OpenAI's shift to a for-profit model and record-breaking $6.6 billion fundraisingMicrosoft's AI Investments and Challenges (00:11:21)Microsoft's partnership with OpenAI and its struggle to keep up with compute demandAcquisition of Three Mile Island for data center powerUpdates to Microsoft Copilot and its integration with productivity toolsGoogle's Notebook LM and AI Education Investment (00:16:30)Introduction to Google's Notebook LM for document ingestion and summarizationDemonstration of Notebook LM's podcast generation capabilitiesGoogle's $120 million investment in AI education through Google.orgAnthropic's Recent Developments (00:25:47)Discussion of Anthropic's Claude AI and its artifacts featureLaunch of cloud enterprise plans similar to OpenAI EnterpriseAnthropic's position in the AI market and its appeal to advanced usersMeta's Exciting AI and AR Innovations (00:30:52)Introduction of Project Orion, Meta's experimental AR glassesComparison with Apple Vision Pro and potential impact on the AR marketMeta's AI-powered creator tools for social media, including MovieGen for video generation - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI's impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you're looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.

In this eye-opening episode of Generation AI, hosts Ardis Kadiu and Dr. JC Bonilla dive deep into the world of AI agents and their transformative potential in higher education. They explore how AI agents are evolving from reactive to proactive systems, reshaping software delivery, and revolutionizing student engagement. The hosts discuss real-world applications, from streamlining orientation processes to personalizing marketing campaigns at scale. This episode is a must-listen for higher education professionals looking to understand how AI agents can act as powerful teammates, enhancing workflows and expanding organizational capabilities without replacing human roles.Understanding AI Agents and Their Evolution (00:00:06)Definition and characteristics of AI agentsHistorical context: from ELIZA to modern AI assistantsThe shift from reactive to proactive AI systemsKey Components of Modern AI Agents (00:16:16)Autonomy, perception, reactivity, reasoning, learning, and communicationThe importance of large language models in enabling sophisticated AI agentsMulti-modal communication capabilities: text, voice, and beyondAI Agents in Higher Education: Real-World Applications (00:32:37)Revolutionizing new student orientation processesStreamlining administrative tasks across departmentsEnhancing personalized communication with studentsTransforming Marketing Campaigns with AI Agents (00:38:10)Creating dynamic, personalized campaigns at scaleThe role of human input in guiding AI-driven marketing strategiesProactive agents: Real-time campaign optimization based on fresh dataThe Future of AI Agents in Higher Education (00:45:55)Multi-agent systems: Orchestrating complex workflowsAI agents as teammates, not replacements for human staffThe potential for AI to expand organizational capabilitiesImplementing AI Agents: Considerations and Challenges (00:49:00)The importance of thoughtful implementation and human oversightBalancing automation with personalization and brand safetyPreparing for the next wave of AI technology in education - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI's impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you're looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.

In this episode of Generation AI, hosts Ardis Kadiu and JC Bonilla dive deep into the current state of AI adoption in higher education, drawing insights from their experience at the University System of Georgia AI Summit 2024. They explore the evolution of AI technology, from its historical roots to the latest developments in generative AI and AI assistants. The conversation highlights the gap between the potential of AI in education and the current readiness of institutions to adopt these technologies. Ardis introduces a fascinating framework for understanding the AI stack, explaining how it can revolutionize student engagement and personalization at scale.The Current State of AI Adoption in Higher Education (00:00:06)Insights from the University System of Georgia AI Summit 2024Discussion on the readiness of institutions to adopt AI technologiesThe gap between AI potential and current implementation in educationHistorical Context and Evolution of AI (00:05:48)Overview of AI development since the 1950sThe progression from simple models to neural networks and transformersHow recent advancements have led to the current capabilities of generative AIThe AI Stack: A Framework for Understanding AI Systems (00:13:48)Explanation of the four layers: Brain (LLM), Memory, Skills, and OrchestrationHow these layers work together to create sophisticated AI assistantsThe importance of context and personality in AI interactionsPersonalization at Scale in Higher Education (00:27:24)The challenge of providing personalized experiences to studentsHow AI can enable segment-of-one marketing and engagementThe concept of a digital team powered by AI to enhance student experiencesThe Future of AI in Higher Education (00:28:38)Survey results on perceived usefulness of AI in different areas of educationDiscussion on the overemphasis on teaching and learning applicationsThe potential for AI in enrollment management and student experienceBeyond Prompt Engineering (00:29:24)Why prompt engineering may become less relevant in the near futureThe evolution of AI interfaces and how they're becoming more user-friendlyThe importance of focusing on practical applications rather than technical detailsChallenges in AI Adoption for Higher Education Institutions (00:34:13)The tendency for institutions to be late adopters of new technologiesThe need for education and early adopters to drive innovationHow AI readiness varies across different departments within universitiesClosing Thoughts (00:38:53)The potential for AI to reinforce silos within universitiesThe importance of enterprise-level AI readinessThe ongoing work needed to fully integrate AI into higher education - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI's impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you're looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.

In this episode of Generation AI, hosts JC Bonilla and Ardis Kadiu explore the transformative potential of synthetic data in AI model advancements. They discuss how this artificially generated information has become crucial for AI systems, now accounting for 60% of data used in AI according to Gartner. Highlighting the accessibility of this technology, JC and Ardis conduct a live demonstration, generating synthetic admissions data in real-time. This practical showcase illustrates how institutions can leverage synthetic data to solve real-world problems in education, from forecasting enrollment to optimizing resource allocation.Understanding Synthetic Data (00:07:05)Definition: Artificially generated data mimicking real-world patternsImportance: 60% of data in AI is synthetically generated (Gartner statistic)Use in training smaller, specific models for various applicationsRegulatory and ethical considerations, including privacy and security implicationsApplications in Higher Education (00:03:11)Creating datasets for testing failure scenarios in educational systemsUsing synthetic data for student recruitment and admissions modelingPotential for inventory management and forecasting in campus operationsExamples in autonomous vehicles, finance, and healthcare applicable to university researchLive Synthetic Data Generation Demo (00:16:25)Introduction of "Artis, I have a question" segmentStep-by-step process of generating synthetic admissions data using AIDemonstration of creating Python code for data generation and visualizationDiscussion on potential refinements and uses of generated data in higher education contexts - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI's impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you're looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.

In this episode of Generation AI, hosts JC Bonilla and Ardis Kadiu break down the complex world of AI reasoning in anticipation of the OpenAI's o1 (aka strawberry) model. They explain how AI systems make decisions, from neural networks to symbolic logic, and discuss the growing importance of explainable AI. The conversation covers key trends in AI reasoning, including neurosymbiolic systems and human-AI collaboration, with practical examples of how these concepts are being applied to build AI software in support of student recruitment and engagement.Introduction to AI Reasoning (00:00:06)JC Bonilla and Ardis Kadiu discuss the importance of AI reasoningOverview of knowledge representation, reasoning algorithms, and learning algorithms in AITypes of Reasoning in AI (00:07:03)Explanation of deductive, inductive, abductive, and common sense reasoningHow these reasoning types are applied in AI systemsExplainable AI (XAI) (00:15:54)Definition and importance of explainable AIExample of XAI in loan application processesDiscussion on transparency, fairness, and model improvementNeurosymbolic AI (00:24:26)Integration of neural networks and symbolic reasoningExample of neurosymbolic reasoning in medical diagnosisBenefits of combining deep learning with domain-specific expertiseHuman-AI Collaboration (00:29:22)Concept of "human in the loop" in AI systemsApplications in various industries including higher educationBalancing AI autonomy with human input and oversightAI Reasoning in Higher Education (00:30:29)Ardis Kadiu explains Element451's approach to AI reasoningDiscussion on building AI playbooks for student recruitment and engagementChallenges in encoding expert knowledge into AI systemsLLMs and Reasoning Capabilities (00:32:36)Limitations of current Large Language Models (LLMs) in true reasoningExplanation of how LLMs currently predict based on patterns rather than reasonThe need for step-by-step reasoning data to improve LLM capabilitiesOpenAI's O1 (Strawberry) Model (00:35:58)Introduction to OpenAI's anticipated reasoning breakthrough model, O1 (aka Strawberry)Explanation of the "Strawberry problem" in AI reasoningDiscussion on the potential impact of true reasoning capabilities in AI systemsThe Future of AI Reasoning in Education (00:37:22)Implications of improved AI reasoning for personalized student engagementPotential for AI to make more informed decisions in educational contextsThe importance of developing AI systems that can truly reason, not just predictConclusion and Implications (00:37:59)Recap of key AI reasoning concepts and their importance in higher educationDiscussion on the ethical considerations and regulatory aspects of AI in educationFinal thoughts on the future of AI reasoning and its potential to transform higher education - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI's impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you're looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.

In this cutting-edge episode of Generation AI, hosts Ardis Kadiu and JC Bonilla, joined by special guest Petar Djordjevic, dive deep into OpenAI's groundbreaking o1 model. Released just a day before the recording, this new AI model marks a significant leap forward in reasoning capabilities. The hosts explore how o1's advanced reasoning skills could revolutionize various industries and applications, from customer engagement to complex problem-solving. They discuss the model's potential to create personalized experiences, automate intricate tasks, and provide insights that were previously unattainable.Introduction to OpenAI's o1 Model (00:00:59)Hosts introduce the new OpenAI o1 model, also known as "strawberry"Discussion of the model's significant leap forward in reasoning capabilitiesExplanation of how o1 differs from previous models in problem-solving approachesTechnical Insights into o1's Capabilities (00:03:05)Petar explains the o1 model's ability to handle complex tasks and domainsDiscussion of the "strawberry test" and its significance in AI developmentComparison of o1's performance to previous models like GPT-4Impact on Various Industries and Applications (00:30:37)Exploration of how o1 could transform customer engagement and business strategiesDiscussion on creating personalized experiences using AIPotential for AI to analyze complex data points and predict next steps in various scenariosReasoning Capabilities and Real-World Applications (00:45:15)Analysis of o1's ability to show its reasoning processDiscussion on how this transparency can aid in decision-making and problem-solvingExploration of potential applications in fields such as science, finance, and technologyThe Future of AI in Society and Industry (00:55:15)Ardis discusses the potential of transformer models in absorbing and recalling informationExploration of how o1 could lead to more autonomous AI systemsDebate on the role of human oversight in AI-driven processesClosing Thoughts and Future Directions (00:59:49)Discussion on the balance between AI automation and human involvementHosts propose future topics for exploration, including human-in-the-loop processesReflection on the broader implications of advanced AI models like o1 for society and innovation - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI's impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you're looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.

In this back-to-school special episode of Generation AI, hosts Ardis Kadiu and JC Bonilla explore the latest trends in AI consumer apps, based on recent research ranking the Top 100 Gen AI Consumer Apps from . They discuss the dominance of creative tools, the rise of new AI assistants, China's growing influence in the AI market, and the emergence of new categories like aesthetics and dating apps.Top 100 Gen AI Consumer Apps Research (00:05:27)Overview of the research methodology: ranking top 100 Generative AI Consumer AppsNearly 30% of companies are new compared to the March 2024 reportUse Types in AI Apps (00:13:42)Creative tools continue to dominate the AI app landscape52% of web list companies focus on content generation or editing across various modalitiesVideo and music creation apps are on the riseHighlight of new entrants: Luma (#14), Viggle (#21), SeaArt (#29), and Udio (#33)Suno, a music generator, made the biggest leap from #36 to #5Dominant AI Technologies (00:20:04)ChatGPT remains the #1 product on web and mobilePerplexity climbs to #3, surpassing ChatGPT in user engagementClaude rises from #10 to #4 in web rankings, driven by its new Artifacts featureLuzia's mobile debut at #25 with 45 million global usersChina's Growing Influence in AI (00:31:10)ByteDance (TikTok's parent company) enters the AI marketThree new ByteDance apps debut: Gauth (#44), Coze (#45), and Doubao (#47)ByteDance now has six spots across web and mobile listsDiscussion of ByteDance's R&D division, Flow, focused on generative AI applicationsEmerging Categories: Aesthetics and Dating (00:23:45)Introduction of new apps: LooksMax AI (#43), Umax (#44), and RIZZ (#49)LooksMax and Umax offer AI-driven attractiveness ratings and tipsRIZZ helps users improve dating app messages with AI-generated suggestionsGlobal Distribution of AI Innovation (00:31:10)Discussion of the geographical spread of AI innovationMention of surprising tech hubs like Florida and PolandThe Shift from Technology to Application (00:31:59)Transition from focusing on underlying AI technology to practical applicationsThe importance of use cases in driving AI adoptionClosing Thoughts and Recommendations (00:34:11)Encouragement to stay curious and informed about AI developmentsAdvice for educators to embrace AI and integrate it into their teaching practicesEmphasis on the importance of experimenting with AI to enhance the classroom experience - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI's impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you're looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.

Brian Piper is the and host of AI for U podcast and the Director of Content Strategy and Assessment at the University of Rochester, where he chairs the Marcom AI. Known for his expertise in data analysis and AI applications in higher education, Brian is also an active skydiver with nearly 3,000 jumps under his belt. He's a frequent speaker at higher education and content conferences, sharing his insights on AI's role in shaping the future of education.In Today's Episode with Brian We Discuss:Current AI Applications in Higher Education (00:03:15)What are the most effective ways universities are using AI today?How is AI changing the landscape of marketing and content creation in higher ed?What low-risk, high-reward AI applications can institutions implement quickly?How can AI tools save time and resources for more strategic work?Challenges of AI Adoption in Universities (00:10:30)What are the main concerns institutions have about adopting AI technologies?How can universities address issues of data privacy and copyright when using AI?What strategies can help overcome resistance to AI integration in academic settings?How can institutions balance the benefits of AI with the fear of job displacement?Personalization and Student Experience (00:18:45)How can AI create more personalized experiences for students?What role can AI play in improving student retention rates?How might AI transform the way universities communicate with prospective and current students?What are the potential drawbacks of AI-driven personalization in education?Ethical Considerations and Future Implications (00:26:00)What are the key ethical concerns surrounding AI use in higher education?How can universities ensure transparency and reduce bias in AI-driven decision-making?What long-term implications might AI have on the job market for graduates?How can institutions balance the benefits of AI with the need for human oversight?Preparing Students for an AI-Driven World (00:33:15)What skills should universities focus on to prepare students for an AI-dominated workforce?How can institutions teach students to use AI tools effectively and ethically?What changes might be necessary in university curricula to address AI literacy?How can universities stay adaptable in the face of rapidly evolving AI technologies?The Future of AI in Higher Education (00:39:30)What potential does AI have to transform the learning experience in universities?How might AI-generated content change the way courses are designed and delivered?What role will AI play in shaping the future of admissions and enrollment processes?How can universities maintain their relevance and value proposition in an AI-driven world? - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI's impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you're looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.

In this first episode of a two-part series, Generation AI explores the foundational concepts of proactive AI assistants and their potential impact on higher education. Hosts Ardis Kadiu and Petar Djordjevic break down the key components of AI agent systems, explaining how they differ from reactive systems and why they matter for the future of student engagement. They discuss the importance of memory, context, and goal-oriented behavior in AI agents, setting the stage for part two's deep dive into practical applications. This episode is essential listening for higher education professionals looking to understand the basics of AI agent systems before exploring their implementation in recruitment and student support.Introduction to Proactive AI Assistants (00:00:06)Defining proactive AI assistants and AI agent systemsHow they differ from reactive AI systemsThe shift from simple tasks to complex, goal-oriented behaviorsKey Components of AI Agents (00:02:01)Large language models as the foundationThe role of memory and context in AI reasoningGoal-oriented behavior and decision-making processesEnhancing AI Performance (00:05:01)Techniques like chain of thought and few-shot learningThe importance of examples in improving AI responsesBalancing context window size with efficient information retrievalChallenges in AI Agent Development (00:10:31)Managing complex tasks and multi-step processesCoordinating multiple specialized AI agentsEnsuring relevant and timely responses from AI systemsThe Concept of "Human on the Loop" (00:17:01)Balancing AI autonomy with human oversightThe importance of human intervention in AI decision-makingEthical considerations in deploying AI agent systemsPreparing for Proactive AI in Higher Education (00:22:31)Potential applications in student engagement and recruitmentThe shift from mass communication to personalized interactionsSetting the stage for AI-driven automation in education processesLooking Ahead to Part 2 (00:29:01)Brief preview of practical applications in higher educationTeaser for Element451's approach to implementing proactive AI assistantsThe potential impact on student recruitment and support strategies - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com.

In this second episode of a two-part series, Generation AI dives deep into the practical applications of proactive AI assistants in higher education. Hosts Ardis Kadiu and Petar Djordjevic discuss how Element451 is implementing AI agent systems to revolutionize student engagement and recruitment. They explore the transition from reactive to proactive AI, explaining how these systems can automate and personalize the entire student journey, from initial inquiry to enrollment.The Evolution of AI Assistants in Higher Education (00:00:06)Transition from reactive to proactive AI systemsThe concept of AI "autopilots" in student engagementHow proactive AI assistants can personalize the student journeyCurrent Challenges in Student Recruitment (00:03:45)Limitations of traditional marketing automation workflowsThe complexity of managing long-term student engagementDifficulties in personalizing communication at scaleImplementing Proactive AI Assistants (00:10:40)How AI can analyze student data and decide on next actionsThe role of large language models in understanding contextBalancing automation with human oversight and interventionPersonalization at Scale: The Segment of One (00:18:06)Using AI to create truly personalized communication plansHow proactive assistants can manage multiple goals simultaneouslyThe importance of context and past interactions in decision-makingTechnical Considerations and Challenges (00:25:23)Managing complex workflows and multi-step processesIntegrating various communication channels (email, SMS, voice)Ensuring data privacy and security in AI-driven systemsThe Future of AI in Higher Education Marketing (00:31:30)Potential for AI to replace traditional marketing campaignsHow AI can augment and enhance human decision-makingThe importance of transparency and control in AI systemsPractical Implementation and Next Steps (00:34:10)Element451's approach to incorporating proactive AI assistantsThe importance of gradual implementation and testingHow institutions can prepare for this new wave of AI technology - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com.

In this episode of Generation AI, hosts JC Bonilla and Ardis Kadiu discuss a recent global tech incident involving CrowdStrike, a major cybersecurity company. They explore how a software update caused widespread system failures, affecting airlines, hospitals, and even judicial systems. The conversation covers the intersection of AI and cybersecurity, the complexities of modern software systems, and the potential risks and benefits of AI in security.The CrowdStrike IncidentOverview of the global tech glitch caused by a CrowdStrike security software updateDiscussion of the widespread impact on various industries, including airlines, hospitals, and judicial systemsComparison to the Y2K expectations and the reality of modern computer glitchesUnderstanding Enterprise Software DeploymentsExplanation of centrally managed IT systems in higher education and other enterprisesDiscussion of endpoint management and the challenges of remote software updatesInsights into the vulnerabilities of large-scale software deploymentsAI and CybersecurityExploration of how AI is used in modern cybersecurity softwareDiscussion of machine learning models for detecting malware and unusual system behaviorsInsights into the benefits and potential risks of AI-powered security systemsSoftware Testing and AIOverview of current software testing practices and their limitationsDiscussion of how AI can improve software testing through synthetic data generationInsights into the challenges of testing complex, interconnected systemsThe Future of AI in Enterprise SoftwareExploration of potential AI applications in software deployment and monitoringDiscussion of the concept of intelligent software systems and their potential impactInsights into the balance between the benefits of scale and the risks of system-wide failuresOpen Source and Transparency in AIBrief mention of the importance of open source models in AI developmentDiscussion of how transparency can help address some of the challenges in AI-powered systems - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com.

In this episode, we tackle a timely issue for our higher education friends: how to choose the right AI vendor. As you enter planning mode and vet potential partners, we share our insights on navigating the good and bad of AI vendor selection. We discuss the challenges of implementing emerging AI technologies, where possibilities are vast but proven successes are still unfolding. Using real-world examples, including a recent case from the Los Angeles Unified School District, we offer practical advice on what to consider when selecting AI partners. Whether you're launching new projects or expanding existing ones, this episode will help you make informed decisions in the rapidly evolving world of AI in higher education.The Current AI Landscape in Higher EducationRecognize that AI adoption in higher ed is still in early stagesUnderstand that planning and vendor selection are crucial first stepsBe aware that while AI possibilities are vast, proven use cases are still developingLessons from the LA Unified School District AI ProjectLarge-scale AI projects carry significant risksProper scoping and realistic expectations are essentialConsider starting with smaller, focused AI initiatives before scaling upEvaluating AI Vendors: Beyond the HypeLook past marketing buzz and focus on concrete AI capabilitiesAsk for specific, relevant examples of AI applications in higher edCheck references and speak with current clients about their experiencesUnderstanding the True Cost of AI ImplementationBudget for hidden costs like integration and ongoing maintenanceConsider long-term expenses, not just initial implementation costsEvaluate different pricing models to find the best fit for your institutionData Considerations in AI ProjectsAssess your institution's data quality and quantity before starting AI projectsPlan for data integration challenges with existing systemsPrioritize student data privacy and security in all AI initiativesThe Value of Proof of Concepts (POCs)Use POCs to test AI capabilities in your specific environmentSet clear, measurable goals and timelines for AI pilotsBe prepared to learn from both successes and failures in POCsChange Management and AI AdoptionPrepare for organizational changes when implementing AIInvolve stakeholders early in the AI adoption processView AI as a tool for transformation, not just process automationChoosing the Right AI Partner for Your InstitutionLook for partners with higher education experience and understandingPrioritize vendors who offer both technological and strategic supportBuild partnerships based on shared goals and long-term visionA Guide to Selecting the Perfect AI Chatbot - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com.

Llama 3.1 Release405 billion parameter model, largest open-source AI to date128,000 token context lengthMultilingual support: French, German, Hindi, Italian, SpanishTrained on over 15 trillion tokens using 16,000 Nvidia H100 GPUsPerformance competitive with GPT-4 and Claude 3.5 SonnetMore cost-efficient operation compared to competitorsAI Studio LaunchPlatform for creating custom AI avatars without technical skillsUsers can design AIs for various purposes: humor, meme generation, travel adviceCreators can use AI to answer common DMs and story repliesReplaces previous attempt at celebrity AI chatbotsMeta's Open Source VisionAim to democratize access to advanced AI technologiesPartnerships with Amazon, Databricks, and Nvidia for infrastructure supportPotential for synthetic data generation and model distillationIntegrated safety features: Llama Guard 3 and Prompt GuardAligns with U.S. policy discussions on open-source AI investmentSegment Anything 2 (SAM 2) ReleaseUnified model for real-time object segmentation in images and videosState-of-the-art performance in promptable segmentationOpen-sourced with Apache 2.0 licenseIncludes SA-V dataset: 51,000 real-world videos, 600,000+ maskletsPotential applications in video effects, creative tools, and data annotation - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com.

This episode of Generation AI introduces Claude 3.5, Anthropic's latest AI model, and its new "artifacts" feature. Hosts JC Bonilla and Ardis Kadiu explore how Claude 3.5 can create interactive apps and visualizations, making complex topics like p-values easier to teach. They demonstrate Claude's ability to generate code, create web-based apps, and offer collaborative workspaces.Introduction to Claude 3.5Overview of Anthropic's new AI modelComparison to GPT-4 and other AI modelsDiscussion of Claude's improved writing and reasoning capabilitiesThe "Artifacts" FeatureExplanation of Claude's new ability to create interactive contentExamples of artifact types: code snippets, web apps, SVGs, and moreHow artifacts can be shared and collaborated onPractical Application: Teaching P-ValuesDemonstration of Claude creating an interactive app to explain p-valuesDiscussion of the "Surprise Party Planner" analogy for teaching statisticsHow AI-generated examples can make complex topics more relatableTechnical Capabilities of Claude's ArtifactsBreakdown of the code generation processExplanation of the React-based web app created by ClaudeDiscussion of Claude's ability to adapt and correct code based on feedbackImplications for Higher EducationHow AI tools like Claude can enhance teaching methodsPotential for creating personalized learning materialsDiscussion of the time-saving aspects for educatorsCollaboration and Version ControlOverview of Claude's team collaboration featuresExplanation of version control for artifactsHow these features can help in group projects and iterative learning - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com.

This episode of Generation AI explores the five levels of artificial intelligence capabilities as defined by OpenAI. Hosts Ardis Kadiu and Dr. JC Bonilla discuss each level, from current chatbot technology to future AI that could run entire organizations. They explain how these advancements might change work, innovation, and society.Introduction to AI Capability LevelsOpenAI's framework for measuring AI progressCurrent AI technology at level 1 out of 5Overview of the five levels: chatbots, reasoners, agents, innovators, and organizationsLevel 1: Chatbots and Conversational AICurrent state of AI technologyCapabilities of chatbots like GPT-3.5 and GPT-4Examples of how chatbots are used todayLevel 2: Reasoners and Problem-Solving AIAI systems that can break down and solve complex problemsComparison to human problem-solving abilitiesPotential applications in various fields, including higher educationLevel 3: Goal-Oriented AI AgentsAI systems that can work independently towards specific goalsExamples of potential uses, such as investment managementDiscussion of how this level could change the workplaceLevel 4: AI Innovators and InventionAI capabilities for creating new solutions and inventionsPotential impact on scientific research and technological advancementExamples of how AI could address global challengesLevel 5: AI OrganizationsThe concept of AI systems running entire organizationsDiscussion of economic and social implicationsExploration of how this could change business and employmentThe Path to Artificial General Intelligence (AGI)Definition and characteristics of AGITimeline predictions for achieving AGIReference to Ray Kurzweil's work on technological singularity - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com.

In this episode, we explore the latest breakthroughs in AI voice models. We discuss how these new technologies are making AI assistants more human-like in their ability to listen, speak, and even interrupt conversations. We break down the technical aspects of real-time voice processing and explain how these models are trained using synthetic data. We also look at the Moshi model from Kuytai, an open-source project that's pushing the boundaries of what's possible with voice AI. Throughout the episode, we consider the implications of these advancements for higher education, including improved student support and engagement. If you're curious about how AI is becoming more conversational and what it means for the future of education, this episode is for you.Introduction to Voice Models in AIWe introduce the concept of voice models in AI and how they're evolving from simple text-to-speech to more complex, conversational systems.These new voice models are not just translating text to speech, but understanding and processing audio input directly, making interactions more natural and fluid.Technical Advancements in Voice AIWe delve into the technical aspects of recent advancements in voice AI, including real-time processing and multimodal understanding.The ability to process multiple audio streams simultaneously allows for more human-like interactions, including handling interruptions and context switching.The Moshi Model by KuytaiWe discuss the Moshi model, an open-source voice AI developed by Cutai, and its unique features.Moshi's development by a small team in just six months shows how AI innovation is becoming more accessible, potentially leading to faster advancements in the field.Implications for Higher EducationWe explore how these new voice AI technologies could be applied in higher education settings.Voice AI could transform student support services, making them more accessible and personalized, while also opening up new possibilities for distance learning and accessibility.The Future of AI DevelopmentWe consider the broader implications of these advancements for the future of AI development.The use of synthetic data for training and the ability to create powerful models with smaller teams could lead to a boom in AI innovation, potentially changing the landscape of tech development. - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com.

This episode of Generation AI dives into how artificial intelligence is changing the travel industry. Hosts JC Bonilla and Ardis Kadiu share personal travel stories and discuss various ways AI is making trips smoother, from planning to problem-solving. They explore AI applications in flight bookings, airport security, electric vehicle travel, and language translation. The conversation highlights both current AI uses and potential future developments that could make traveling easier and more enjoyable.AI in Travel PlanningDiscussion on using AI-powered apps like TripIt for travel organizationExamples of how AI can help with itinerary creation and travel recommendationsAirport Experience and AIExploration of AI's potential in improving airport security and reducing wait timesDiscussion on facial recognition technology for faster check-insAI and Flight ManagementConversation about how AI could help with flight delays and cancellationsIdeas for using AI to predict and manage travel disruptionsElectric Vehicles and AIDiscussion on AI's role in planning EV road trips and managing charging stopsMention of self-driving capabilities in electric vehiclesLanguage Barriers and AIExamples of using AI for real-time translation during international travelDiscussion on using ChatGPT for menu translations and local recommendationsFuture of AI in TravelConversation about potential AI developments in personalized travel experiencesDiscussion on the need for real-time, AI-powered travel assistanceChallenges and LimitationsMention of current limitations in AI travel applicationsDiscussion on areas where human interaction is still necessary in travel - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Connect with Us at the Engage Summit:Exciting news — Ardis will be at the 2024 Engage Summit in Raleigh, NC, on June 25 and 26, and would love to meet you there! Sessions will focus on cutting-edge AI applications that are reshaping student outreach, enhancing staff productivity, and offering deep insights into ROI. Use the discount code Enrollify50 at checkout, and you can register for just $200! Learn more and register at engage.element451.com — we can't wait to see you there!

This episode of Generation AI dives into a groundbreaking research paper on model interpretability in large language models. Dr. JC Bonilla and Ardis Kadiu discuss how this new understanding of AI's inner workings could change the landscape of AI safety, ethics, and reliability. They explore the similarities between human brain function and AI models, and how this research might help address concerns about AI bias and unpredictability. The conversation highlights why this matters for higher education professionals and how it could shape the future of AI in education. Listeners will gain key insights into the latest AI developments and their potential impact on the field.Introduction to Model InterpretabilityOverview of the research paper "Mapping the Mind of a Large Language Model"Explanation of the black box problem in AI and why interpretability mattersUnderstanding AI's Inner WorkingsComparison between human brain function and AI model processesDiscussion of neurons, features, and dictionary learnings in AI modelsTypes of AI FeaturesExploration of concrete entities (e.g., people, countries)Abstract concepts and emotional features in AI modelsHow these features influence AI outputsImplications for AI Safety and EthicsPotential for improving AI reliability and reducing biasDiscussion on the limitations of current safety measuresHow feature understanding could shape future AI developmentImpact on Higher EducationAddressing concerns about AI outputs in educational settingsPotential for more trustworthy and ethical AI systems in educationFuture possibilities for AI in teaching and learningLooking Ahead: The Future of AIDebate on whether this research will lead to artificial general intelligenceChallenges in scaling interpretability to larger modelsThe ongoing need for responsible AI development and deployment - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you'll like other Enrollify shows too! Some of our favorites include The EduData Podcast and Visionary Voices: The College President's Playbook.Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Connect with Us at the Engage Summit:Exciting news — Ardis will be at the 2024 Engage Summit in Raleigh, NC, on June 25 and 26, and would love to meet you there! Sessions will focus on cutting-edge AI applications that are reshaping student outreach, enhancing staff productivity, and offering deep insights into ROI. Use the discount code Enrollify50 at checkout, and you can register for just $200! Learn more and register at engage.element451.com — we can't wait to see you there!