Podcasts about ML

The JournalFeed podcast for the week of Oct 27-31, 2025.These are summaries from just 2 of the 5 articles we cover every week! For access to more, please visit JournalFeed.org for details about becoming a member.Monday's Spoon Feed:Early fluid resuscitation in sepsis shows a U-shaped relationship between fluid amount and mortality; 30 mL/kg within 3 hours improves survival, supporting current Surviving Sepsis Campaign guidance.Friday's Spoon Feed:Azelastine nasal spray used three times daily for 56 days significantly reduced PCR-confirmed SARS-CoV-2 infections versus placebo.

Marie Cyril Eddy Boissézon, plus connu comme Eddy Boissézon, né le 28 mars 1952, s'est éteint ce 1er novembre 2025, jour de la Toussaint. Homme d'État respecté et figure politique marquante, il a été vice-président de la République de Maurice de 2019 à 2024. Ancien membre du Mouvement Militant Mauricien (MMM), il avait rejoint en 2014 le Muvman Liberater (ML) dirigé par Ivan Collendavelloo. Lorsque Pravind Jugnauth succède à son père Sir Anerood Jugnauth comme Premier ministre, Eddy Boissézon est nommé ministre de la Fonction publique et des Réformes administratives, poste qu'il occupe jusqu'au 12 novembre 2019. Par la suite, le 2 décembre 2019, il est élu vice-président de la République par l'Assemblée nationale et investi le même jour. À l'annonce de son décès, ses anciens camarades de parti ont tenu à lui rendre hommage. « Un homme humble qui s'en est allé », confie Ismaël Rawoo, ancien leader adjoint du ML. Toolsiraj Benydin affirme qu'Eddy Boissézon l'a énormément aidé dans sa carrière politique. « J'ai perdu un grand frère », confie-t-il. Ivan Collendavelloo, leader du Muvman Liberater, profondément ému, se souvient encore d'Eddt Boissézon comme un ami d'enfance. « Il était un homme sincère », dit-il.

Bitcoin hit $116K before $3.45 billion in liquidations while stablecoins transferred a record $15.6 trillion with bots executing 70% of that volume. Host Tedd Huff, CEO of Voalyre, and BakerHostetler Partner Robert Musiala break down what happened in crypto this month and why it matters to your business now. The SEC issued two major no action letters creating roadmaps for DePIN networks and state bank custody while Treasury opened a 58 question comment period closing October 20th on Genius Act implementation. The Wolfsburg Group published global AML guidance requiring banks to know their customer's customer when serving stablecoin issuers as nine European banks formed a consortium to launch a MICA compliant Euro stablecoin by 2026. Market fragmentation accelerates as purpose built stablecoins target specific communities while USDT and USDC slip to 84% combined share despite growing absolute volumes. Security threats remain the biggest adoption risk even as regulatory clarity emerges. Learn the five moves compliance and product teams should make today: display fees before sends, segment use cases by ecosystem, publish clear redemption rules, run cross chain incident drills, and build a one page control map that speeds both sales cycles and audits. If you manage risk, product, or finance in payments or crypto, this episode gives you the regulatory context and practical steps to act without waiting for Congress.LINKSConfidential Informant:Robert A. Musiala Jr., LinkedIn: https://www.linkedin.com/in/robert-a-musiala-jr-esq-cfcs-b6534bb/Firm Profile: https://www.bakerlaw.com/professionals/robert-a-musiala-jr/The Blockchain Monitor: https://www.theblockchainmonitor.com/BakerHostetler: https://www.bakerlaw.com/Fintech ConfidentialYouTube: https://fintechconfidential.com/watchPodcast: https://fintechconfidential.com/listenNotifications: https://fintechconfidential.com/accessLinkedIn: https://www.linkedin.com/company/fintechconfidentialX: https://X.com/FTconfidentialInstagram: https://www.instagram.com/fintechconfidentialFacebook: https://www.facebook.com/fintechconfidentialSUPPORTERSDfns: Wallets as a service with API-first, multi-chain design secured with MPC; powers crypto payments across 50+ networks. Request demo: https://fintechconfidential.com/dfnsSkyflow: Zero-trust data privacy vaults as an API to collect, secure, and tokenize personal information while keeping compliance and usability. Learn more: https://skyflowsecure.comHawk AI: Real-time screening, ML monitoring, and dynamic customer risk ratings to strengthen fraud and financial-crime prevention. Sign up for demo: https://gethawkai.comABOUTConfidential Informant: Robert Musiala has worked in the crypto assets market since 2012. He has led major investigations, advised on compliance and product agreements across Web3 and NFTs, and co-leads BakerHostetler's Web3 and assets team. He also authors The Blockchain Monitor with weekly legal insights.BakerHostetler: A U.S. law firm advising clients from startups to Fortune 500 on blockchain-related matters, policy, compliance, and risk.Host: Tedd Huff is Founder & CEO of Voalyre and DD3 Media and hosts Fintech Confidential, bringing clear, practical conversations on how money moves.DD3 Media: A media creation, management, and production company delivering engaging fintech and Web3 content.Chapters00:00 Highlights01:17 Dfns - Wallets as a Service (sponsor)02:38 Kickoff03:48 Lightning Round: Bitcoin and majors05:15 Lightning Round: XRP, memecoins, staking pressure06:28 Layer1 - Layer2 top News07:29 Stable Coin Top News09:02 Regulatory Landscape11:38 Secuity Threats and Compliance19:12 Bots = ~70% of the $15.6T stable coin...

Sign up for Alex's first live cohort, about Hierarchical Model building!Get 25% off "Building AI Applications for Data Scientists and Software Engineers"Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome work!Visit our Patreon page to unlock exclusive Bayesian swag ;)Takeaways:Why GPs still matter: Gaussian Processes remain a go-to for function estimation, active learning, and experimental design – especially when calibrated uncertainty is non-negotiable.Scaling GP inference: Variational methods with inducing points (as in GPflow) make GPs practical on larger datasets without throwing away principled Bayes.MCMC in practice: Clever parameterizations and gradient-based samplers tighten mixing and efficiency; use MCMC when you need gold-standard posteriors.Bayesian deep learning, pragmatically: Stochastic-gradient training and approximate posteriors bring Bayesian ideas to neural networks at scale.Uncertainty that ships: Monte Carlo dropout and related tricks provide fast, usable uncertainty – even if they're approximations.Model complexity ≠ model quality: Understanding capacity, priors, and inductive bias is key to getting trustworthy predictions.Deep Gaussian Processes: Layered GPs offer flexibility for complex functions, with clear trade-offs in interpretability and compute.Generative models through a Bayesian lens: GANs and friends benefit from explicit priors and uncertainty – useful for safety and downstream decisions.Tooling that matters: Frameworks like GPflow lower the friction from idea to implementation, encouraging reproducible, well-tested modeling.Where we're headed: The future of ML is uncertainty-aware by default – integrating UQ tightly into optimization, design, and deployment.Chapters:08:44 Function Estimation and Bayesian Deep Learning10:41 Understanding Deep Gaussian Processes25:17 Choosing Between Deep GPs and Neural Networks32:01 Interpretability and Practical Tools for GPs43:52 Variational Methods in Gaussian Processes54:44 Deep Neural Networks and Bayesian Inference01:06:13 The Future of Bayesian Deep Learning01:12:28 Advice for Aspiring Researchers

Emily Glassberg Sands is the Head of Data & AI at Stripe where she leads the organization's efforts to build financial infrastructure for the internet & leverage AI to power Stripe's products. Stripe processes about $1.4 trillion in payments annually (~1.3% of global GDP), making it an exciting opportunity to apply AI & ML at scale. In this episode, Emily shares insights into how Stripe is using AI to solve complex problems like fraud detection, optimizing checkout experiences, & enabling new business models for AI companies. Emily also shares her economist perspective on market efficiency & how Stripe's focus on building economic infrastructure for AI is driving growth across the ecosystem. We discuss: Stripe's domain-specific foundation model and “payments embeddings” that run inline on the charge path to detect sophisticated card-testing at scale (improved detection rates at large users from ~59% to ~97%). The launch of the Agentic Commerce Protocol (ACP) with OpenAI, creating a shared standard for how businesses can expose products to AI agents which is used by Walmart and Sam's Club. How Stripe is helping AI companies manage new fraud vectors, such as free trial and refund abuse, and the importance of real-time, outcome-based billing The impact of AI on Stripe's internal operations, including the use of LLMs for code generation, merchant understanding, and internal tooling Why many AI companies are going global day-one how Stripe's Link network (200M+ consumers) concentrates AI demand. Whether we're in an AI bubble, why GDP hasn't reflected AI productivity gains yet, and how agentic commerce could expand consumption by removing time constraints for high-income consumers Emily's perspective on the changing social contract around AI, the importance of deep thinking, and the role of brand and design in AI-driven products — Where to find Emily Sands X: https://x.com/emilygsands LinkedIn: https://www.linkedin.com/in/egsands/ Where to find Shawn Wang X: https://x.com/swyx LinkedIn: https://www.linkedin.com/in/shawnswyxwang/ Where to find Alessio Fanelli X: https://x.com/FanaHOVA LinkedIn: https://www.linkedin.com/in/fanahova/ Where to find Latent Space X: https://x.com/latentspacepod Substack: https://www.latent.space/ Chapters 00:00:00 Introduction and Emily's Role at Stripe 00:09:55 AI Business Models and Fraud Challenges 00:13:49 Extending Radar for AI Economy 00:16:42 Payment Innovation: Token Billing and Stablecoins 00:23:09 Agentic Commerce Protocol Launch 00:29:40 Good Bots vs Bad Bots in AI 00:40:31 Designing the Agents Commerce Protocol 00:49:32 Internal AI Adoption at Stripe 01:04:53 Data Discovery and Text-to-SQL Challenges 01:21:00 AI Economy Analysis: Bubble or Boom?

What is Chapel? This week, Technology Now explores the programming language, Chapel. We ask what it is, how it was designed, and we explore why people would use it instead of some of the more established languages.This is Technology Now, a weekly show from Hewlett Packard Enterprise. Every week, hosts Michael Bird and Aubrey Lovell look at a story that's been making headlines, take a look at the technology behind it, and explain why it matters to organizations.About Brad Chamberlain:https://www.linkedin.com/in/brad-chamberlain-3ab358105 Sourceshttps://www.britannica.com/biography/Ada-Lovelacehttps://www.adalovelaceinstitute.org/about/https://cdn.britannica.com/31/172531-050-E009D42C/portion-Charles-Babbage-Analytical-Engine-death-mill-1871.jpghttps://commons.wikimedia.org/wiki/File:PunchedCardsAnalyticalEngine.jpghttps://www.mpg.de/female-pioneers-of-science/Ada-Lovelace

AI Daily Rundown: October 29, 2025:Welcome to AI Unraveled, Your daily briefing on the real world business impact of AIIn Today's edition:

• Sending You A Mojo "For A Good Friend Finder!" • Dehydrated Black Ants Can Be Useful • The Long Silver Magic Rods • An Old Friend Healed With Hypnosis • I'm NOT Polly • Radio Callers: 2 Ladies In Waiting: Lady in Capetown Wants A Man To Call Her From England & A Woman In Alaska Is Waiting On A Man's Call From Around The Corner • Todays WINNER for a Free Reading With Venus, chosen weekly off ML • Private & On Air Reading Comments & Testimonials • Instagram: venus_andrecht Callers always get free On Air readings every live Dear Venus show Wednesdays at 2 pm PAC/5 pm EST. Call the show at (760) 456-7277. *Dear Venus Show every Weds at 2 pm PAC/5 pm EST. Call the live show at (760) 456-7277 For Live & Podcast info: inflowradio.com Please Visit godisalwayshappy.com for Radio & Private Reading & ML information Podcasts Sent to you If You're On My ML STUDIO

Archer's Global Head of Engineering reveals how they're using Amazon Bedrock to help enterprises avoid billions in regulatory fines by transforming complex compliance laws into actionable AI-powered workflows.Topics Include:James Griffith, VP Engineering at Archer, leads development for risk and compliance solutionsArcher helps enterprises navigate the complex world of regulatory compliance beyond outdated spreadsheetsSince 2009, banks alone have been fined $342 billion by regulators worldwideEven "deregulated" Texas added 1,100 new laws in just one legislative sessionRegulatory data exists online but is overwhelming—too much for humans to processArcher built an AI pipeline: ingesting regulations, extracting obligations, and generating compliance controlsAmazon Bedrock eliminated the need to build ML infrastructure or hire specialized teamsModel interchangeability let them switch between Claude and Llama with just clicksBuilt-in guardrails prevented users from misusing AI without custom security developmentFrom initial vision to working product took just six months using BedrockDifferent AI models deploy globally, adapting to each country's unique regulatory stanceEngineers experiment safely with AI using Bedrock, preparing the team for the futureParticipants:James Griffith – Global Head of Engineering, ArcherSee how Amazon Web Services gives you the freedom to migrate, innovate, and scale your software company at https://aws.amazon.com/isv/

Shawn is back talking about a 9th grade rager while ML and Marc are grateful Erika's ears aren't exposed to […]

Diventa un supporter di questo podcast: clicca qui.➨ Iscrivetevi al nostro canale Telegram: clicca quiAdriana Faranda e Valerio Morucci, ex militanti delle Brigate Rosse, vengono messi a confronto nel corso del processo Moro Quinquies (1996). Tra gli argomenti trattati: l'assassinio dell'onorevole Aldo Moro, la mitraglietta Skorpion utilizzata per l'omicidio e i ruoli dei brigatisti coinvolti.Si ringrazia Radio radicale per la condivisione del reperto. Tra i principali temi trattati durante il confronto: 1) F: «Morucci? Mi riportò dei particolari dolorosi sull'omicidio Moro»; 2) F: «Ambedue sapevamo che lì, in via Montalcini, c'era Maccari»; 3) M: «Dopo la telefonata a Tritto, non ho alcun ricordo»; 4) F: «Non ricordo che mi si parlò di inceppamento tecnico dell'arma, ma del blocco di Moretti»; 5) M: «L'unica cosa che ho trattenuto nella memoria è che ci fosse stato un inconveniente con le armi»; 6) F: «Sbobinavano? Non lo sapevamo, così come che stessero registrando»; 7) Sul ruolo di Gallinari all'interno dell'appartamento di via Montalcini;  8) M: «Che uno stesso soggetto utilizzasse due armi? Tutto è possibile»; 9) Sulla «candidatura» di Maccari per via Montalcini; 10) «Moretti? Oltre alla Skorpion era in possesso della propria arma. Non essendo silenziata, non fu usata per uccidere Moro.»

AI Daily Rundown: October 27, 2025:Welcome to AI Unraveled, Your daily briefing on the real world business impact of AIIn Today's edition:

AI Weekly Rundown From October 19th to October 26th 2025:Welcome to AI Unraveled, Your daily briefing on the real world business impact of AI

Learn how DataStax transformed customer feedback into a hybrid search solution that powers Fortune 500 companies through their partnership with AWS.Topics Include:AWS and DataStax discuss how quality data powers AI workloads and applications.DataStax built on Apache Cassandra powers Starbucks, Netflix, and Uber at scale.Their TIL app collects outside-in customer feedback to drive product development decisions.Hybrid search and BM25 kept trending in customer requests for several months.Customers wanted to go beyond pure vector search, not specifically BM25 itself.Research showed hybrid search improves accuracy up to 40% over single methods.ML-based re-rankers substantially outperform score-based ones despite added latency and cost.DataStax repositioned their product as a knowledge layer above the data layer.Developer-first design prioritizes simple interfaces and eliminates manual data modeling headaches.Hybrid search API uses simple dollar-sign parameters and integrates with Langflow automatically.AWS PrivateLink ensures security while Graviton processors boost efficiency and tenant density.Graviton reduced total platform operating costs by 20-30% with higher throughput.Participants:Alejandro Cantarero – Field CTO, AI, DataStaxRuskin Dantra - Senior ISV Solution Architect, AWS, Amazon Web ServicesSee how Amazon Web Services gives you the freedom to migrate, innovate, and scale your software company at https://aws.amazon.com/isv/

In this talk, Hugo Bowne-Anderson, an independent data and AI consultant, educator, and host of the podcasts Vanishing Gradients and High Signal, shares his journey from academic research and curriculum design at DataCamp to advising teams at Netflix, Meta, and the US Air Force. Together, we explore how to build reliable, production-ready AI systems—from prompt evaluation and dataset design to embedding agents into everyday workflows.You'll learn about: How to structure teams and incentives for successful AI adoptionPractical prompting techniques for accurate timestamp and data generationBuilding and maintaining evaluation sets to avoid “prompt overfitting”- Cost-effective methods for LLM evaluation and monitoringTools and frameworks for debugging and observing AI behavior (Logfire, Braintrust, Phoenix Arise)The evolution of AI agents—from simple RAG systems to proactive, embedded assistantsHow to escape “proof of concept purgatory” and prioritize AI projects that drive business valueStep-by-step guidance for building reliable, evaluable AI agentsThis session is ideal for AI engineers, data scientists, ML product managers, and startup founders looking to move beyond experimentation into robust, scalable AI systems. Whether you're optimizing RAG pipelines, evaluating prompts, or embedding AI into products, this talk offers actionable frameworks to guide you from concept to production.LINKSEscaping POC Purgatory: Evaluation-Driven Development for AI Systems - https://www.oreilly.com/radar/escaping-poc-purgatory-evaluation-driven-development-for-ai-systems/Stop Building AI Agents - https://www.decodingai.com/p/stop-building-ai-agentsHow to Evaluate LLM Apps Before You Launch - https://www.youtube.com/watch?si=90fXJJQThSwGCaYv&v=TTr7zPLoTJI&feature=youtu.beMy Vanishing Gradients Substack - https://hugobowne.substack.com/Building LLM Applications for Data Scientists and Software Engineers https://maven.com/hugo-stefan/building-ai-apps-ds-and-swe-from-first-principles?promoCode=datatalksclubTIMECODES:00:00 Introduction and Expertise04:04 Transition to Freelance Consulting and Advising08:49 Restructuring Teams and Incentivizing AI Adoption12:22 Improving Prompting for Timestamp Generation17:38 Evaluation Sets and Failure Analysis for Reliable Software23:00 Evaluating Prompts: The Cost and Size of Gold Test Sets27:38 Software Tools for Evaluation and Monitoring33:14 Evolution of AI Tools: Proactivity and Embedded Agents40:12 The Future of AI is Not Just Chat44:38 Avoiding Proof of Concept Purgatory: Prioritizing RAG for Business Value50:19 RAG vs. Agents: Complexity and Power Trade-Offs56:21 Recommended Steps for Building Agents59:57 Defining Memory in Multi-Turn ConversationsConnect with HugoTwitter - https://x.com/hugobowneLinkedin - https://www.linkedin.com/in/hugo-bowne-anderson-045939a5/Github - https://github.com/hugobowneWebsite - https://hugobowne.github.io/Connect with DataTalks.Club:Join the community - https://datatalks.club/slack.htmlSubscribe to our Google calendar to have all our events in your calendar - https://calendar.google.com/calendar/r?cid=ZjhxaWRqbnEwamhzY3A4ODA5azFlZ2hzNjBAZ3JvdXAuY2FsZW5kYXIuZ29vZ2xlLmNvbQCheck other upcoming events - https://lu.ma/dtc-eventsGitHub: https://github.com/DataTalksClub- LinkedIn - https://www.linkedin.com/company/datatalks-club/ Twitter - https://twitter.com/DataTalksClub - Website - https://datatalks.club/

Voices is a new mini-series from Humanitarian AI Today. In daily five-minute flashpods we pass the mic to humanitarian experts and technology pioneers, to hear about new projects, events, and perspectives on topics of importance to the humanitarian community. In this flashpod, Cole Leng, an AI Researcher at Harvard and former Project Manager with Nexa AI, sits down with Humanitarian AI Today producer Brent Phillips to discuss the state-of-the-art and future trajectory of on-device machine learning. The discussion provides researchers and staff from humanitarian organizations with important insights into where the state-of-the-art in on-device machine learning stands today and where the cutting-edge is heading. Cole examines the critical trade-offs between on-device and cloud models, analyzing their respective workflows, performance limitations, and implementation considerations to help listeners evaluate whether on-device ML applications are suitable for their specific needs. He also offers insight into choosing LLMs, the impact of new specialized hardware on performance and capability, and how current advances in ML are shaping the next generation of applications. This episode highlights a core goal of the Humanitarian AI Today podcast: fostering dialogue between technology researchers and humanitarian practitioners. As AI and ML capabilities scale rapidly, this cross-sector engagement is crucial for mapping new technical advances to the unique operational, privacy, and resource constraints of the humanitarian field. Substack notes: https://humanitarianaitoday.substack.com/p/cole-leng-on-the-state-and-future

AI Daily Rundown: October 24, 2025:Welcome to AI Unraveled, Your daily briefing on the real world business impact of AIListen at https://podcasts.apple.com/us/podcast/ai-daily-news-rundown-copilots-personality-upgraded/id1684415169?i=1000733385192In Today's edition:

Hey everyone, Alex here! Welcome... to the browser war II - the AI edition! This week we chatted in depth about ChatGPT's new Atlas agentic browser, and the additional agentic powers Microsoft added to Edge with Copilot Mode (tho it didn't work for me) Also this week was a kind of crazy OCR week, with more than 4 OCR models releasing, and the crown one is DeepSeek OCR, that turned the whole industry on it's head (more later) Quite a few video updates as well, with real time lipsync from Decart, and a new update from LTX with 4k native video generation, it's been a busy AI week for sure! Additionally, I've had the pleasure to talk about AI Browsing agents with Paul from BrowserBase and real time video with Kwindla Kramer from Pipecat/Daily, so make sure to tune in for those interviews, buckle up, let's dive in! Thanks for reading ThursdAI - Recaps of the most high signal AI weekly spaces! This post is public so feel free to share it.Open Source: OCR is Not What You Think It Is (X, HF, Paper)The most important and frankly mind-bending release this week came from DeepSeek. They dropped DeepSeek-OCR, and let me tell you, this is NOT just another OCR model. The cohost were buzzing about this, and once I dug in, I understood why. This isn't just about reading text from an image; it's a revolutionary approach to context compression.We think that DeepSeek needed this as an internal tool, so we're really grateful to them for open sourcing this, as they did something crazy here. They are essentially turning text into a visual representation, compressing it, and then using a tiny vision decoder to read it back with incredible accuracy. We're talking about a compression ratio of up to 10x with 97% decoding accuracy. Even at 20x compression they are achieving 60% decoding accuracy! My head exploded live on the show when I read that. This is like the middle-out compression algorithm joke from Silicon Valley, but it's real. As Yam pointed out, this suggests our current methods of text tokenization are far from optimal.With only 3B and ~570M active parameters, they are taking a direct stab at long context inefficiency, imagine taking 1M tokens, encoding them into 100K visual tokens, and then feeding those into a model. Since the model is tiny, it's very cheap to run, for example, alphaXiv claimed they have OCRd' all of the papers on ArXiv with this model for $1000, a task that would have cost $7500 using MistalOCR - as per their paper, with DeepSeek OCR, on a single H100 GPU, its possible to scan up to 200K pages!

What is Chat HPE? This week, Technology Now dives into the world of workplace assistants and examines what must be considered when designing them. We explore why businesses want them, how they are created, and ask how good Chat HPE could be when designing a podcast... Jose M Mejias, a Distinguished Technologist working in the Data Office tells us more.This is Technology Now, a weekly show from Hewlett Packard Enterprise. Every week, hosts Michael Bird and Aubrey Lovell look at a story that's been making headlines, take a look at the technology behind it, and explain why it matters to organizations.About Jose: https://pr.linkedin.com/in/jose-mejias-1233b323Sources:Joseph Weizenbaum. 1966. ELIZA—a computer program for the study of natural language communication between man and machine. Commun. ACM 9, 1 (Jan. 1966), 36–45. https://doi.org/10.1145/365153.365168https://www.ibm.com/think/insights/eliza-effect-avoiding-emotional-attachment-to-aihttps://www.theguardian.com/technology/2023/jul/25/joseph-weizenbaum-inventor-eliza-chatbot-turned-against-artificial-intelligence-ai

AI Daily Rundown: October 23, 2025:Welcome to AI Unraveled, Your daily briefing on the real world business impact of AIIn Today's edition:

“Roughly 80% of unidentified calls go unanswered. The voice channel won't recover until people trust who's calling.” — Alex Algard, Founder & CEO, Hiya Alex Algard joined Doug Green, Publisher of Technology Reseller News, to unpack why consumers are ignoring voice calls and how Hiya—in partnership with mobile operators and handset makers—aims to modernize caller identity, block abuse, and reconnect businesses with customers. The problem Hiya's annual research shows unidentified calls are largely ignored (≈80% unanswered). With nuisance and fraud rampant, voicemail is turning into the new spam folder, undermining contact centers and legitimate outbound teams. Who Hiya is Seattle-based Hiya powers call protection and identity services with a global footprint of 500M+ users, working with AT&T (US), Samsung (global), Rogers/Bell (Canada), BT (UK), Vodafone, Telefónica, Telenor, and others. Two flagship services Hiya Protect: Network-integrated analytics (privacy-respecting metadata only) assess ~30B calls/month to label or block spam/fraud in real time—often before the phone rings. Hiya Connect: Elevates legitimate outbound calling with branded caller ID (business name, logo, call reason), materially raising answer rates for B2C outreach (banks, airlines, healthcare, pharmacies, field services). New: Caller Reputation (transparency for enterprises) For the first time, businesses can see and track their caller reputation and get prescriptive guidance to improve it (e.g., call patterns, answer durations, hygiene). This addresses the “black box” confusion when calls are mislabeled across carriers/analytics vendors. It's designed for enterprises, MSPs, channels, and SMBs—with direct engagement via Hiya or through operator partners. AI has been in Hiya's DNA Hiya has applied ML since 2016 and now leverages advanced AI to improve detection and identity, helping operators keep networks clean while avoiding false positives on wanted calls. Hiya AI Phone (assistant/screener) A carrier-offerable AI agent that answers, screens, and routes inbound calls in real time—ideal for consumers and SMBs (e.g., trades & field services that can't staff a live receptionist yet rely on timely calls). Why it matters for readers Contact centers & outbound teams: Recover answer rates, reduce voicemail waste, and maintain brand trust. Enterprises/MSPs/Channels/Regional telcos: Offer branded calling, protect subscribers, and monitor/improve caller reputation across portfolios. SMBs: Use AI screening to capture opportunities without missing critical calls. Learn more about Hiya Protect, Hiya Connect, Caller Reputation, and Hiya AI Phone at hiya.com.

Building a successful fintech consulting firm without venture capital requires more than industry knowledge. It demands a willingness to sacrifice, a clear understanding of what customers need, and the ability to treat compliance as a commercial function rather than a cost center.Tedd Huff founder & CEO of Voalyre a fintech advisory firm sits down with Jas Randhawa, founder and CEO of Strategybrix, a compliance consulting firm that serves high-growth fintechs, exchanges, and partner banks. The discussion covers the hard lessons learned from bootstrapping, the common mistakes fintech founders make, and why approaching compliance strategically can unlock growth rather than block it. Jas spent over 20 years working with major banks like Citibank, JP Morgan, Deutsche Bank, and HSBC. His background as a computer science engineer gave him an inside view of how compliance systems work, from KYC and onboarding to transaction monitoring and fraud detection.Takeaways:1️⃣ Prepare budget negotiations with specific numbers and risk examples so you walk in ready to win.2️⃣ Replace compliance roadblocks with conditions for approval that define the guardrails needed to say yes safely.3️⃣ Audit your onboarding flow against competitors to remove unnecessary friction that causes customer drop-off.4️⃣ Create a one-page explainer showing how your AI compliance tools process data and produce outputs for regulators.5️⃣ Build a trusted advisor network and schedule calls this week to validate major hiring and spending decisions.Links:Jas Randhawa: https://www.linkedin.com/in/randhawajasStrategybrix: https://www.strategybrix.comhttps://www.linkedin.com/company/strategybrixFintech Confidential:Podcast: https://fintechconfidential.com/listenNewsletter: https://fintechconfidential.com/accessLinkedIn: https://www.linkedin.com/company/fintechconfidentialX: https://x.com/FTconfidentialInstagram: https://www.instagram.com/fintechconfidentialFacebook: https://www.facebook.com/fintechconfidentialSupporters:Under: Streamlines application and underwriting with digital form processing. https://under.io/ftcSkyflow: Zero-trust data privacy vaults as an API to collect, secure, and tokenize personal information while keeping compliance and usability. https://skyflowsecure.comDfns: Wallets as a service with API-first, multi-chain design secured with MPC; powers crypto payments across 50+ networks. https://fintechconfidential.com/dfnsHawk AI: Real-time screening, ML monitoring, and dynamic customer risk ratings to strengthen fraud and financial-crime prevention. https://gethawkai.comAbout:Jas Randhawa is the Managing Partner at StrategyBRIX, a boutique Risk and Compliance Consulting firm. Before StrategyBRIX, Jas was the Head of Financial Crimes and Compliance at leading fintechs, including Stripe and Airwallex. In addition, at PwC, Jas built and led the firm's Financial Crimes practice across the US West Coast. He has over 18 years of experience building and managing programs in the Compliance space.StrategyBRIX is a boutique consulting firm specializing in risk and compliance management for fintechs, crypto platforms, and digital banks. Founded in 2021, the firm helps organizations build sustainable financial crime compliance programs that balance regulatory rigor with operational efficiency.Tedd Huff is the Founder of Voalyre, a professional services advisory firm focused on global payments. He is also a video podcast host and executive producer on the Fintech Confidential network. Over the past 25 years, he has contributed to FinTech startups as an Advisory Board Member, Co-Founder, and Chief Experience Officer.DD3 Media is...

  keywords security, resilience, military, mental health, role models, mentorship, personal growth, career transition, moral compass, community engagement summary In this conversation, Pasha, a security expert, shares his journey from a challenging upbringing to a successful career in security and military. He discusses the importance of resilience, the impact of mentorship, and the challenges of transitioning to civilian life. Pasha emphasizes the significance of mental health support and the need for role models, particularly for young people. He reflects on his experiences in the military, the moral dilemmas faced in security work, and the importance of community engagement through motivational speaking. takeaways Pasha's work includes close protection for celebrities and royalty. He emphasizes the importance of resilience in overcoming adversity. His military background shaped his approach to personal and professional challenges. Pasha believes in the value of mentorship and role models for youth. He highlights the need for mental health support in high-stress professions. Transitioning to civilian life can be challenging but rewarding. Networking is crucial for career advancement and opportunities. Pasha advocates for honesty and openness about mental health. He encourages young people to pursue their dreams regardless of obstacles. Pasha's experiences have led him to engage with communities through motivational speaking. Pasha Munro, a motivational speaker and security expert, began life facing significant challenges, including a disrupted family environment and living in various children's homes. His journey took a positive turn when he joined the Sea Cadets at age 12, where he learned valuable skills and teamwork. A talented footballer, Pasha's aspirations for a career in sports were interrupted by personal issues, leading him to seek a new path in the military. At 19, he joined the Royal Marines, undergoing rigorous training to become an elite amphibious fighter. Despite initial setbacks, he persevered, earning his green beret and later pursuing the challenging training of Mountain Leaders (ML). Pasha excelled in ML work and aimed for Special Forces (SF) selection, demonstrating unwavering commitment despite two unsuccessful attempts. Ultimately, he succeeded in passing the selection process and became a highly qualified UK Special Forces (UKSF) diver. Pasha's military background shaped his approach to personal and professional challenges, emphasizing resilience, mentorship, and the importance of mental health support. Currently, he works in risk and security, providing guidance and leadership to high-profile clients. Pasha is also an accomplished motivational speaker, engaging with communities to inspire others. He advocates for honesty about mental health and encourages young people to pursue their dreams, regardless of obstacles. His experiences have made him a trusted leader in the field of security and a source of inspiration for many.

keywords security, resilience, military, mental health, role models, mentorship, personal growth, career transition, moral compass, community engagement summary In this conversation, Pasha, a security expert, shares his journey from a challenging upbringing to a successful career in security and military. He discusses the importance of resilience, the impact of mentorship, and the challenges of transitioning to civilian life. Pasha emphasizes the significance of mental health support and the need for role models, particularly for young people. He reflects on his experiences in the military, the moral dilemmas faced in security work, and the importance of community engagement through motivational speaking. takeaways Pasha's work includes close protection for celebrities and royalty. He emphasizes the importance of resilience in overcoming adversity. His military background shaped his approach to personal and professional challenges. Pasha believes in the value of mentorship and role models for youth. He highlights the need for mental health support in high-stress professions. Transitioning to civilian life can be challenging but rewarding. Networking is crucial for career advancement and opportunities. Pasha advocates for honesty and openness about mental health. He encourages young people to pursue their dreams regardless of obstacles. Pasha's experiences have led him to engage with communities through motivational speaking. Pasha Munro, a motivational speaker and security expert, began life facing significant challenges, including a disrupted family environment and living in various children's homes. His journey took a positive turn when he joined the Sea Cadets at age 12, where he learned valuable skills and teamwork. A talented footballer, Pasha's aspirations for a career in sports were interrupted by personal issues, leading him to seek a new path in the military. At 19, he joined the Royal Marines, undergoing rigorous training to become an elite amphibious fighter. Despite initial setbacks, he persevered, earning his green beret and later pursuing the challenging training of Mountain Leaders (ML). Pasha excelled in ML work and aimed for Special Forces (SF) selection, demonstrating unwavering commitment despite two unsuccessful attempts. Ultimately, he succeeded in passing the selection process and became a highly qualified UK Special Forces (UKSF) diver. Pasha's military background shaped his approach to personal and professional challenges, emphasizing resilience, mentorship, and the importance of mental health support. Currently, he works in risk and security, providing guidance and leadership to high-profile clients. Pasha is also an accomplished motivational speaker, engaging with communities to inspire others. He advocates for honesty about mental health and encourages young people to pursue their dreams, regardless of obstacles. His experiences have made him a trusted leader in the field of security and a source of inspiration for many.

Cancer prevention starts with the diet. Depending on what you eat, you're either starving cancer or feeding it! Discover the best cancer prevention diet and my expert tips to prevent cancer and support the immune system. Download this FREE guide for the 5 diet strategies for cancer care: https://drbrg.co/4om43oQ0:00 Introduction: The best cancer prevention diet 1:26 Cancer explained2:39 Cancer and your immune system3:30 Starving cancer5:45 Cancer prevention tips 6:39 The best cancer diet11:13 Healthy eating for cancer prevention12:36 Starving cancer with fasting13:27 More cancer prevention tipsTrillions of dollars are spent on cancer research, yet the mortality rates haven't changed in decades. Cancer is a heterogeneous disease, which means there are many different types. Understanding how cancer works is key to cancer prevention. Cancer tends to spread to areas of inflammation and to regions in the body where oxygen is scarce.Cancer is constantly evading your immune system! Vitamin D is essential for the health and proper functioning of your immune system. Cancer cells tend to block the receptors for vitamin D to combat this. It's beneficial to increase your vitamin D levels to penetrate the resistance created by cancer.Understanding which fuel a specific cancer uses is key to starving cancer. The majority of cancers utilize glucose and glutamine as their primary sources of fuel. Some cancers live on lipids and BCAAs, and some can even live on ketones! Cancer is highly adaptive, so effective cancer prevention requires multiple strategies, including diet rotation and intermittent fasting.Different types of cancer require the removal of different foods from the diet. Rotating the diet and removing the fuel that a specific type of cancer needs to survive prevents cancer from growing and taking over. Healthy Keto paired with intermittent fasting is the best diet for cancer prevention. Prolonged fasting is one of the best things you can do if you have cancer. Although some cancers can survive on ketones, ketones from fasting do not feed cancer cells. To prevent cancer and support the immune system, keep your blood levels of vitamin D at around 90-100 ng/mL. Incorporate regular exercise and prioritize both intermittent and prolonged fasting.Dr. Eric Berg DC Bio:Dr. Berg, age 60, is a chiropractor who specializes in Healthy Ketosis & Intermittent Fasting. He is the Director of Dr. Berg Nutritionals and author of the best-selling book The Healthy Keto Plan. He no longer practices, but focuses on health education through social media.Disclaimer: Dr. Eric Berg received his Doctor of Chiropractic degree from Palmer College of Chiropractic in 1988. His use of “doctor” or “Dr.” in relation to himself solely refers to that degree. Dr. Berg is a licensed chiropractor in Virginia, California, and Louisiana, but he no longer practices chiropractic in any state and does not see patients, so he can focus on educating people as a full-time activity, yet he maintains an active license. This video is for general informational purposes only. It should not be used to self-diagnose, and it is not a substitute for a medical exam, cure, treatment, diagnosis, prescription, or recommendation. It does not create a doctor-patient relationship between Dr. Berg and you. You should not make any change in your health regimen or diet before first consulting a physician and obtaining a medical exam, diagnosis, and recommendation. Always seek the advice of a physician or other qualified health provider with any questions you may have regarding a medical condition.

00:00-15:00: ML breaks down SU's loss to Pitt. The season is cooked because the Orange cannot move the football. Thanks to Batavia Downs Gaming and Stanley Law Offices. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

00:00-15:00: ML breaks down the bye week Ravens and just how brutal it has been. Thanks to CH Insurance, Rosie's Corner and Batavia Downs Gaming. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

Pushing biologics beyond 200 mg/mL isn't just a formulation challenge - it's a delivery, manufacturing, and regulatory challenge too. Aggregation, precipitation, and sky-high viscosity make scaling these therapies a gauntlet for drug developers.In this episode of Life Science Solutions, host Chris Adkins continues the conversation on hyper-concentrated biologics with Ryan Doxey, VP of Tech Ops & CMC at Kymanox, and Nick Letourneau, PhD, Associate Director of Product Development & Commercialization. Together, they unpack how dehydrated protein microparticles suspended in hydrophobic carriers (like MCT oils or ethyl oleate) can dissolve instantly upon injection, and why this breakthrough could dramatically ease the patient experience.The conversation dives deep into what this means for manufacturing, device compatibility, and regulatory pathways, revealing how the future of injectables depends on solving problems once thought unsolvable.Topics include:Why ultra-concentrated biologics often fail in aqueous solutionsHow microparticle suspensions dissolve rapidly in vivo to avoid depot effectsRheology 101: viscosity curves, shear-thinning fluids, and device designThe shift to aseptic manufacturing when sterile filtration isn't an optionPreclinical safety considerations and scaling studies from rodents to NHPsWhy early conversations with FDA's Emerging Technology Program matterThis is part two of our deep dive on concentrated biologics - picking up where our Podcast Marathon live episode left off.  This episode offers a rare look inside the formulation frontier — where drug science, delivery design, and patient experience intersect.

The Geopolitics of Silicon and the Maturation of Intelligence:

How do we know if our AI… is really AI? This week, Technology now goes under the hood of AI products when Baradji Diallo, an AI Innovation Architect in Technology Strategy and Evaluation working in the office of the CTO joins us to tell us more about how he and his team investigate whether AI products are really what they claim to be.This is Technology Now, a weekly show from Hewlett Packard Enterprise. Every week, hosts Michael Bird and Aubrey Lovell look at a story that's been making headlines, take a look at the technology behind it, and explain why it matters to organizations.About Baradji Diallo: https://www.linkedin.com/in/baradji-diallo/Sources:https://www.statista.com/outlook/tmo/artificial-intelligence/worldwidehttps://www.historyofdatascience.com/ai-winter-the-highs-and-lows-of-artificial-intelligence/https://www.techtarget.com/searchenterpriseai/definition/AI-winterFunding a Revolution: Government Support for Computing Research. National Academy Press. Archived from the original on 12 January 2008. Retrieved 08 September 2025https://web.archive.org/web/20080112001018/http://www.nap.edu/readingroom/books/far/ch9.htmlhttps://www.birow.com/az-elso-ai-telhttps://www.holloway.com/g/making-things-think/sections/the-second-ai-winter-19871993https://www.forbes.com/sites/johnwerner/2024/04/09/three-lessons-learned-from-the-second-ai-winter/

Off The Bench is back weekdays from 10a to 11a followed by The Stone Shields Show from 11a to noon! In a clash of AFC North titans gone awry, the surging Pittsburgh Steelers (4-1) invade Paycor Stadium to face a reeling Cincinnati Bengals squad (2-4) on Thursday Night Football. What was once a marquee rivalry now feels like a tale of two trajectories: Pittsburgh's three-game win streak has vaulted them to the division lead, while Cincinnati's four straight losses—capped by a 27-18 defeat to Green Bay—have sparked desperation. Joe Burrow's toe injury sidelining him until December forced a midseason pivot, trading for veteran Joe Flacco from Cleveland. The 40-year-old gunslinger debuted last week with 219 yards and two scores, injecting life into an offense dormant under Jake Browning. Pittsburgh, meanwhile, rides Aaron Rodgers' renaissance. The 41-year-old maestro boasts a career-best 105.4 passer rating through five games, with 10 touchdowns and just three picks, slicing defenses for 1,021 yards. His rapport with DK Metcalf has been lethal—Metcalf's four straight TD catches include a scorching 80-yarder—exploiting yards after catch like no other. The Steelers' ground game, turbocharged by Arthur Smith's "Jumbo" packages featuring 290-pound TE Darnell Washington, has averaged 4.4 yards per carry against Cincy's porous 28th-ranked run D. Cincinnati counters with firepower: Ja'Marr Chase erupted for a late TD last outing, and Flacco's familiarity with Pittsburgh—he's 11-11 lifetime against them—could neutralize Mike Tomlin's schemes. Yet injuries loom large: Bengals DE Trey Hendrickson (hip) is questionable, thinning their pass rush (just 3.7% sack rate sans him), while Steelers miss WR Calvin Austin III (shoulder) and S Miles Killebrew (knee). Betting odds tilt toward Pittsburgh as 5.5-point road favorites (O/U 44.5), with sharp money sniffing Bengals value at +225 ML. This gerontocratic QB duel—the third in NFL history pitting 40+ starters—promises fireworks under the lights. Expect Metcalf to feast (Over 70.5 receiving yards) and Pittsburgh's D to force turnovers (Cincy leads the league with 11 giveaways). Steelers pull away late in a 27-20 thriller, solidifying North supremacy. But don't sleep on Flacco's upset magic—after all, these helmets hide Bengal stripes. Music from #InAudio: https://inaudio.org/ Track Name Holy (Trap). Music from #InAudio: https://inaudio.org/ Track Name Exercise (Rock). #Bengals #BengalsRumors #BengalsSteelers

We're joined by our MMG Fam, Pierre and ML, to discuss the future of the WNBA and preview the Finals matchup between the Las Vegas Aces and the Phoenix Mercury.Follow us @TheHandHShowSub to Tariq's YouTubeSub to Multiplicity Media's YouTubeFollow Pierre @CodeNameDavisFollow ML @MLofton26

In episode 218, host Galit Friedlander and guest Ben “BTEK” Chung (Kinjaz co-founder, Jabbawockeez, America's Best Dance Crew, and entrepreneur/consultant) dig into what happens when you refuse to take the conventional route. Ben shares how he went from production work at MTV to dancing full-time, creating his own lane instead of following someone else's path. We talk about best communication practices, navigating contracts with confidence, and redefining success as your career and even priorities change. Ben opens up about mindset, faith, and finding growth in life's detours, plus what it really takes to stay sharp and inspired over the long game. Follow Galit: Instagram - https://www.instagram.com/gogalit Website - https://www.gogalit.com/ On-Demand Fitness Courses - https://galit-s-school-0397.thinkific.com/collections Follow Ben Chung: Instagram - https://www.instagram.com/btek_benchung Werkflow - https://www.werkflow.us/

00:00-20:00: ML breaks down the 5-1 Colts. How good are they and can Indy keep it going? Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

INSANELY GOOD DRAMA ALERT.….Ok…. you may have completely missed this, like we did, but a drama came out in early 2025 called The Tale of Lady Ok. If you live in America, it can literally only be found on KOCOWA, which makes it super non-accessible. But we are here to say - GET THAT 2 WEEK KOCOWA FREE TRIAL NOW. GET IT NOW.…..Maddie and Christina watched the first two episodes of The Tale of Lady Ok and their jaws are on the floor. OMG it's so good. They can't even describe it, and they don't want to spoil the plot - just take their word for it. Don't google the synopsis, don't even listen to the entirety of this Through Two - JUST GO WATCH THE FIRST TWO EPS FOR YOURSELF. …..The Tale of Lady Ok is a historical kdrama that tells the story of a feisty slave woman - and a romantic noble man who falls for her at first sight. It will have you GRIPPED and feeling everythinggggg. Also, Choo Young-woo plays our ML and he HOT. …..We hope you enjoy this Through Two of The Tale of Lady Ok!If you're new to YA GIRL, we're so glad you're here!! I truly hope you enjoy listening to this podcast! …..Also, check out our sister-pod - THE KDROP: A KPop Podcast - if that's your thing. https://www.instagram.com/the.kdrop_kpop_pod/ ….. Before you do anything else, FOLLOW YA GIRL ON INSTAGRAM! For real, please come and say hey to us over the socials! @yagirl_kdrama pod (⁠⁠https://www.instagram.com/yagirl_kdramapod?igsh=OGQ5ZDc2ODk2ZA%3D%3D&utm_source=qr⁠⁠)….And Christina just started an exclusive BTS instagram, so give that a follow!   https://www.instagram.com/bts_express_the.kdrop?utm_source=ig_web_button_share_sheet&igsh=ZDNlZDc0MzIxNw== … Finally, jump on  YA GIRL's Discord!! It's where all the friends of YA GIRL gather and talk about hot Korean men. You really don't wanna miss it. ⁠⁠ https://discord.gg/rFmEgTJpJ8

00:00-15:00: ML breaks down the Yanks' brutal end to the season and what's next. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

In this episode, we chat with Dashel Ruiz, whose journey spans semiconductors, machine learning, and teaching. Dashel shares how he transitioned from hardware to data science, navigated complex projects in diverse industries, and now combines technical expertise with a passion for teaching. Tune in to hear insights on building a career in data, mastering new technologies, and making an impact both in the lab and the classroom.TIMECODES00:00 Dashel's unique career path from music to semiconductors06:16 The transition into data and software engineering at Microchip11:44 Discovering machine learning to solve real problems in semiconductor manufacturing20:40 How Dashel found and his experience with the Machine Learning Zoomcamp29:33 The practical advantages of DataTalks.Club courses over other platforms39:52 Overcoming challenges and the value of the learning community48:10 Hands-on project experience: From image classification to Kaggle competitions54:12 Staying motivated throughout the long-term course59:55 The importance of deployment and full-stack ML skills1:07:36 Closing thoughts on teaching and future coursesConnect with Dashel Linkedin - https://www.linkedin.com/in/dashel-ruiz-perez-2b036172/Connect with DataTalks.Club:Join the community - https://datatalks.club/slack.htmlSubscribe to our Google calendar to have all our events in your calendar - https://calendar.google.com/calendar/r?cid=ZjhxaWRqbnEwamhzY3A4ODA5azFlZ2hzNjBAZ3JvdXAuY2FsZW5kYXIuZ29vZ2xlLmNvbQCheck other upcoming events - https://lu.ma/dtc-eventsGitHub: https://github.com/DataTalksClubLinkedIn - https://www.linkedin.com/company/datatalks-club/ Twitter - https://twitter.com/DataTalksClub Website - https://datatalks.club/

In this episode, we talked with Abouzar Abbaspour, a data engineer whose career spans software engineering in Iran, building crowd and recommendation systems at a Dutch theme park, deploying large-scale ML models at Bol.com, and now working at Tesla. Abouzar shares how he bridged diverse industries, tackled real-world data challenges, and adapted to new roles while keeping a hands-on approach to machine learning and engineering.TIMECODES00:00 Career journey and early motivations06:17 Moving to Europe for data science12:18 Working with theme parks and crowd modeling18:29 Lessons from ride and visitor data23:06 Building recommendation systems at Efteling27:26 Joining Bol.com and the Dutch e-commerce industry32:49 Product and brand recommendation logic36:09 Experimenting with "Tinder for brands"40:26 Engagement metrics and product validation43:02 From ML engineering to data engineering roles52:04 Hands-on skills at Tesla and industry expectations57:43 Career growth, learning, and adviceConnect with AbouzarLinkedin -   / abouzar-abbaspour  Website - https://www.abouzar-abbaspour.com/Connect with DataTalks.Club:Join the community - https://datatalks.club/slack.htmlSubscribe to our Google calendar to have all our events in your calendar - https://calendar.google.com/calendar/...Check other upcoming events - https://lu.ma/dtc-eventsGitHub: https://github.com/DataTalksClubLinkedIn -   / datatalks-club   Twitter -   / datatalksclub   Website - https://datatalks.club/

In this episode, we talked with Ranjitha Kulkarni, a machine learning engineer with a rich career spanning Microsoft, Dropbox, and now NeuBird AI. Ranjitha shares her journey into ML and NLP, her work building recommendation systems, early AI agents, and cutting-edge LLM-powered products. She offers insights into designing reliable AI systems in the new era of generative AI and agents, and how context engineering and dynamic planning shape the future of AI products.TIMECODES00:00 Career journey and early curiosity04:25 Speech recognition at Microsoft05:52 Recommendation systems and early agents at Dropbox07:44 Joining NewBird AI12:01 Defining agents and LLM orchestration16:11 Agent planning strategies18:23 Agent implementation approaches22:50 Context engineering essentials30:27 RAG evolution in agent systems37:39 RAG vs agent use cases40:30 Dynamic planning in AI assistants43:00 AI productivity tools at Dropbox46:00 Evaluating AI agents53:20 Reliable tool usage challenges58:17 Future of agents in engineering Connect with Ranjitha- Linkedin - https://www.linkedin.com/in/ranjitha-gurunath-kulkarniConnect with DataTalks.Club:- Join the community - https://datatalks.club/slack.html- Subscribe to our Google calendar to have all our events in your calendar - https://calendar.google.com/calendar/r?cid=ZjhxaWRqbnEwamhzY3A4ODA5azFlZ2hzNjBAZ3JvdXAuY2FsZW5kYXIuZ29vZ2xlLmNvbQ- Check other upcoming events - https://lu.ma/dtc-events- GitHub: https://github.com/DataTalksClub- LinkedIn - https://www.linkedin.com/company/datatalks-club/ - Twitter - https://twitter.com/DataTalksClub - Website - https://datatalks.club/

00:00-20:00: ML recaps the Bills' embarrassing loss to the Pats. Thanks to CH Insurance and Rosie's Corner. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

Kentik CPO Mav Turner joins host Philip Gervasi to cut through the AI hype in NetOps. They discuss where ML and LLMs actually help—anomaly detection, root cause analysis, and agent-driven runbooks—and where deterministic methods still win. Join us for real talk on data pipelines, telemetry quality, model evaluation, human-in-the-loop guardrails, and the build-vs-buy trade-offs that transform network noise into informed decisions.

ML returns from Munich, so Shawn decides to talk up his trip to Des Moines, while Marc waits for Calgon […]

Jim talks with Joe Edelman about the ideas in the Meaning Alignment Institute's recent paper "Full Stack Alignment: Co-Aligning AI and Institutions with Thick Models of Value." They discuss pluralism as a core principle in designing social systems, the informational basis for alignment, how preferential models fail to capture what people truly care about, the limitations of markets and voting as preference-based systems, critiques of text-based approaches in LLMs, thick models of value, values as attentional policies, AI assistants as potential vectors for manipulation, the need for reputation systems and factual grounding, the "super negotiator" project for better contract negotiation, multipolar traps, moral graph elicitation, starting with membranes, Moloch-free zones, unintended consequences and lessons from early Internet optimism, concentration of power as a key danger, co-optation risks, and much more. Episode Transcript "A Minimum Viable Metaphysics," by Jim Rutt (Substack) Jim's Substack JRS Currents 080: Joe Edelman and Ellie Hain on Rebuilding Meaning Meaning Alignment Institute If Anyone Builds It, Everyone Dies: Why Superhuman AI Would Kill Us All, by Eliezer Yudkowsky and Nate Soares "Full Stack Alignment: Co-aligning AI and Institutions with Thick Models of Value," by Joe Edelman et al. "What Are Human Values and How Do We Align AI to Them?" by Oliver Klingefjord, Ryan Lowe, and Joe Edelman Joe Edelman has spent much of his life trying to understand how ML systems and markets could change, retaining their many benefits but avoiding their characteristic problems: of atomization, and of servicing shallow desires over deeper needs. Along the way this led him to formulate theories of human meaning and values (https://arxiv.org/abs/2404.10636) and study models of societal transformation (https://www.full-stack-alignment.ai/paper) as well as inventing the meaning-based metrics used at CouchSurfing, Facebook, and Apple, co-founding the Center for Humane Technology and the Meaning Alignment Institute, and inventing new democratic systems (https://arxiv.org/abs/2404.10636). He's currently one of the PIs leading the Full-Stack Alignment program at the Meaning Alignment Institute, with a network of more than 50 researchers at universities and corporate labs working on these issues.

In today's crowded SaaS market, having a great product simply isn't enough. understanding why human psychology still wins in B2B SaaS sales is very crucial. Many companies generate significant interest, such as leads, web traffic, or downloads, but still struggle to convert that attention into reliable revenue. The real issue isn't a lack of data; it's a misunderstanding of how B2B buyers actually make decisions.In this episode of Grow Your B2B SaaS, Joran Hofman hosts Jessica Pely, co-founder of Loyee.ai and former fintech CTO, to discuss why great products alone do not win in SaaS. Jessica emphasizes the need to align go-to-market strategies with real buyer behavior. Her approach combines behavioral science, data, and AI and delivers a clear takeaway: sustainable growth comes from better targeting based on behavioral signals and executing with focus.Key Timecodes(0:00) – Cold Open: Signals vs. Noise in Go-To-Market, Sales Overconfidence in B2B SaaS(0:49) – Guest Intro: Jessica Pely – LOI AI, Behavioral Economics Meets SaaS(1:30) – Origin Prompt: Behavioral Targeting in SaaS Sales(1:43) – PhD to CTO: Rational Biases & Enterprise Sales Strategy(2:58) – Founding LOI AI: Identifying Pain-Driven Accounts & Buyers(3:13) – Conversion Struggles: Interest ≠ Paying Customers in SaaS(3:38) – Targeting Models: Spray-and-Pray vs. Signal-Based Go-To-Market(4:56) – Chasing Logos: How Social Bias Derails SaaS Sales Focus(5:05) – Psychology in B2B Sales: Biases from Both Sides of the Table(5:21) – Buyer Biases: Status Quo, Risk Aversion, Loss Aversion(6:50) – Adoption Dynamics: Early Adopters vs. Most-in-Pain Accounts(8:23) – Sales Overconfidence: Deal Cycles, Forecasting & Coaching(8:30) – Sponsor Break: SaaStock Dublin – Founders, VCs, Meetings(9:39) – AI in Sales: Misconceptions & The Human Element(9:58) – 3 AI Use Cases: Automation, Insights, Autonomous Decisioning(11:17) – AI as R&D: Hire AI Like a Junior, Align with GTM(12:54) – Garbage In, Garbage Out: Build Your Sales Knowledge Base(13:43) – ICP vs. TAM: Best-Fit Profiles & Signal-Based Markets(15:15) – Customer First: Twin Companies & Lookalike Targeting(16:02) – Competitor Displacement: Migration Targeting via Pain Points(16:47) – Too-Broad Signals: Salesforce ≠ Clear Jobs-To-Be-Done(17:37) – JTBD + Job Ads: Scraping for AE Needs & Verification Pain(19:27) – Early-Stage Focus: Iterate, Learn, Focus on Fit(21:00) – AI for ICP Scoring: Cut Through Noise with Fit + Pain(22:38) – Qualitative Signals: Culture, Pricing, Sales Motions & ML(23:48) – Operating Rhythm: Reassess ICP Quarterly(24:29) – More Data Isn't Better: Limit GTM Signals to 10–15(25:45) – Human vs. AI Outbound: 2x2 Matrix for Outreach Strategy(28:33) – Growth Principle: Focus Over More – Execute Deeply(29:01) – Future of SaaS Sales: Automation + Human Differentiation(30:02) – Stage-Based GTM: Scaling from 0 → $10M ARR(31:24) – Document Everything: Train AI, Onboard Faster

Mládí vpřed a více žen. Jak se změní Sněmovna? Kdo volil koho? Proč dominoval Babiš? Kvůli čemu vyhořeli komunisté? A kdo to hodil Motoristům? Velká analýza voleb s Terezou Friedrichovou z agentury NMS a Michalem Kormaňákem z Ipsosu. Ptá se Matěj Skalický.

00:00-15:00: ML breaks down the 4-0 Bills. Is the way they are winning the blueprint for 2025? Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

Joey P. and Bogs are back with their Week 5 Thursday Night Football breakdown that focuses on the Rams-49ers spread/ML, Matthew Stafford’s Pass TDs, Kyren Williams’ rushing line, and how San Francisco’s injuries (Nick Bosa, WR room) change our card. We also hit props on Brock Purdy, Brian Robinson, and Jordan Whittington. We close the show with same-game parlay ideas and TD calls for Christian McCaffrey and Davante Adams. Timestamps (may be off due to ads): Intro - 0:00:00Nick Chubb Helmet Giveaway - 0:01:06Rams vs. 49ers Game Bets - 0:02:06Hard Rock Bet - 0:05:58Kyren WIlliams O/U 67.5 RuYds - 0:08:00Brian Robinson O/U 15.5 RuYds - 0:09:51Jordan Whittington O/U 12.5 RecYds - 0:12:03Brock Purdy O/U 21.5 Completions - 0:13:05Matthew Stafford O/U 1.5 Pass TDs - 0:14:31Prop Bet Cheat Sheet - 0:16:17Same Game Parlays - 0:16:42TD Calls - 0:17:48 Helpful Links:Hard Rock Bet - All lines provided by Hard Rock Bet. ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Sign up for Hard Rock Bet and make a $5 bet and you'll get $150 in bonus bets if you win. Head over to Hard Rock Bet, sign up and make your first deposit today. Payable in bonus bet(s). Not a cash offer. Offered by the Seminole Tribe of Florida in FL. Offered by Seminole Hard Rock Digital, LLC, in all other states. Must be 21+ and physically present in AZ, CO, FL, IL, IN, NJ, OH, TN or VA to play. Terms and conditions apply. Concerned about gambling? In FL, call 1-888-ADMIT-IT. In IN, if you or someone you know has a gambling problem and wants help, call 1-800-9-WITH-IT. GAMBLING PROBLEM? CALL 1-800-GAMBLER (AZ, CO, IL, NJ, OH, TN, VA). ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠BettingPros App⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ - Make winning bets with advice and picks from top sports betting experts. The BettingPros app puts consensus and expert-driven sports betting advice at your fingertips to help you pinpoint the best odds and make winning bets. Download it today on the ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠App Store⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ or ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Google Play⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠BettingPros Deposit Offer⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ – Score six months of BettingPros Premium for FREE! Just make a deposit and place your wager at a partner sportsbook. Premium gives you access to Sharp AI, our Betting Systems, the Prop Bet Cheat Sheet, and the Same Game Parlay Builder – all the tools you need to bet smarter. Claim your upgrade now at bettingpros.com/premium ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠BettingPros Discord⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ - Looking to up your game in sports betting? Join our exclusive sports betting Discord community at ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠bettingpros.com/chat⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠! Not only can you connect with expert handicappers who provide free picks for NBA, NFL, MLB, NHL, player props, live betting, and more, but now you can also participate in our weekly community picks. Cast your vote, see how your picks stack up against the experts, and track your success!⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠See omnystudio.com/listener for privacy information.

ML checks in from Oktoberfest, as Dan Wetzel joins Marc in the studio to talk about the weird things in […]

00:00-10:00: Yankees beat reporter Bryan Hoch joins ML to preview Red Sox-Yanks. Presented by Rosie's Corner and CH Insurance. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

This Week on Dopey! We are joined by Oro Recovery Medical Director - Dr. Jason Giles! We also read old comments and hear from a few dopes in the dopey nation. Then Dave interviews Dr.  Giles—twice board-certified in addiction medicine (via ABAM then ABPM), previously board-certified in anesthesiology and pain medicine, and a recovering opioid addict. He grew up in Santa Monica with a severely alcoholic father, fell into the second-wave ska/mod scene (Vespa, sharkskin suits, amphetamines), dropped out of high school, then clawed his way through community college to Berkeley, volunteering at the Berkeley Free Clinic and falling in love with medicine.He explains anesthesia's demands (no pain, no memory; muscle relaxants; airway control), the human connection of pediatric anesthesia, and the hope-work of pain management. In 1999, curiosity and stress led him to divert fentanyl: he edited paper records, carried a 2 mL syringe for a month, then IV-used with sterile technique. After a six-week gap he used again, convincing himself he could “handle it.” Use escalated to daily “after work,” leaving him in daytime withdrawal. The department chair paged him about missing fentanyl; instead of punishment, he offered help and a path into California's 5-year diversion program (treatment, meetings, testing). Giles detoxed cold turkey, went to AA (first meeting mostly doctors), found he wasn't unique, and built long-term sobriety (nearly 26 years by his telling), learning service and vulnerability through treatment feedback groups.With sobriety he finished residency, married, had a son, worked in cardiac anesthesia and pain, and then moved into addiction treatment (Malibu), where his science and lived experience met the work. He and Dave range widely: purpose/mission as a recovery engine; Bill W., boomerangs and ants; truth-serum myths; Halsted (cocaine→heroin), Freud letters, Hitler's amphetamines/opioids (book Blitzed), kratom (mixed withdrawal profiles), benzos vs. opiates (benzo withdrawal = fear), intraoperative awareness & memory, Suboxone vs. abstinence (cast/training-wheels framing), fentanyl's dominance (counterfeit pills; heroin now rare), and whether fentanyl appears in non-opioid street drugs (he says he's seen it). ALL THAT AND MUCH MORE ON A BRAND NEW EPISODE OF THAT GOD OLD DOPEY SHOW! Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.