Podcasts about Machine learning

Hamel Husain and Shreya Shankar teach the world's most popular course on AI evals and have trained over 2,000 PMs and engineers (including many teams at OpenAI and Anthropic). In this conversation, they demystify the process of developing effective evals, walk through real examples, and share practical techniques that'll help you improve your AI product.What you'll learn:1. WTF evals are2. Why they've become the most important new skill for AI product builders3. A step-by-step walkthrough of how to create an effective eval4. A deep dive into error analysis, open coding, and axial coding5. Code-based evals vs. LLM-as-judge6. The most common pitfalls and how to avoid them7. Practical tips for implementing evals with minimal time investment (30 minutes per week after initial setup)8. Insight into the debate between “vibes” and systematic evals—Brought to you by:Fin—The #1 AI agent for customer serviceDscout—The UX platform to capture insights at every stage: from ideation to productionMercury—The art of simplified finances—Where to find Shreya Shankar• X: https://x.com/sh_reya• LinkedIn: https://www.linkedin.com/in/shrshnk/• Website: https://www.sh-reya.com/• Maven course: https://bit.ly/4myp27m—Where to find Hamel Husain• X: https://x.com/HamelHusain• LinkedIn: https://www.linkedin.com/in/hamelhusain/• Website: https://hamel.dev/• Maven course: https://bit.ly/4myp27m—In this episode, we cover:(00:00) Introduction to Hamel and Shreya(04:57) What are evals?(09:56) Demo: Examining real traces from a property management AI assistant(16:51) Writing notes on errors(23:54) Why LLMs can't replace humans in the initial error analysis(25:16) The concept of a “benevolent dictator” in the eval process(28:07) Theoretical saturation: when to stop(31:39) Using axial codes to help categorize and synthesize error notes(44:39) The results(46:06) Building an LLM-as-judge to evaluate specific failure modes(48:31) The difference between code-based evals and LLM-as-judge(52:10) Example: LLM-as-judge(54:45) Testing your LLM judge against human judgment(01:00:51) Why evals are the new PRDs for AI products(01:05:09) How many evals you actually need(01:07:41) What comes after evals(01:09:57) The great evals debate(1:15:15) Why dogfooding isn't enough for most AI products(01:18:23) OpenAI's Statsig acquisition(1:23:02) The Claude Code controversy and the importance of context(01:24:13) Common misconceptions around evals(1:22:28) Tips and tricks for implementing evals effectively(1:30:37) The time investment(1:33:38) Overview of their comprehensive evals course(1:37:57) Lightning round and final thoughts—LLM Log Open Codes Analysis Prompt:Please analyze the following CSV file. There is a metadata field which has an nested field called z_note that contains open codes for analysis of LLM logs that we are conducting. Please extract all of the different open codes. From the _note field, propose 5-6 categories that we can create axial codes from.—Referenced:• Building eval systems that improve your AI product: https://www.lennysnewsletter.com/p/building-eval-systems-that-improve• Mercor: https://mercor.com/• Brendan Foody on LinkedIn: https://www.linkedin.com/in/brendan-foody-2995ab10b• Nurture Boss: https://nurtureboss.io/• Braintrust: https://www.braintrust.dev/• Andrew Ng on X: https://x.com/andrewyng• Carrying Out Error Analysis: https://www.youtube.com/watch?v=JoAxZsdw_3w• Julius AI: https://julius.ai/• Brendan Foody on X—“evals are the new PRDs”: https://x.com/BrendanFoody/status/1939764763485171948• Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences: https://dl.acm.org/doi/abs/10.1145/3654777.3676450• Lenny's post on X about evals: https://x.com/lennysan/status/1909636749103599729• Statsig: https://statsig.com/• Claude Code: https://www.anthropic.com/claude-code• Cursor: https://cursor.com/• Occam's razor: https://en.wikipedia.org/wiki/Occam%27s_razor• Frozen: https://www.imdb.com/title/tt2294629/• The Wire on HBO: https://en.wikipedia.org/wiki/The_Wire—Recommended books:• Pachinko: https://www.amazon.com/Pachinko-National-Book-Award-Finalist/dp/1455563935• Apple in China: The Capture of the World's Greatest Company: https://www.amazon.com/Apple-China-Capture-Greatest-Company/dp/1668053373/• Machine Learning: https://www.amazon.com/Machine-Learning-Tom-M-Mitchell/dp/1259096955• Artificial Intelligence: A Modern Approach: https://www.amazon.com/Artificial-Intelligence-Modern-Approach-Global/dp/1292401133/Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email podcast@lennyrachitsky.com.—Lenny may be an investor in the companies discussed.My biggest takeaways from this conversation: To hear more, visit www.lennysnewsletter.com

With nearly one in ten newborns in the US requiring care in a Neonatal Intensive Care Unit, the importance of NICUs has never been more clear. On today's episode of Raise the Line, we're shining a light on the extraordinary world of NICUs with Lindsay Howard, a veteran nurse with over 17 years of experience caring for premature and critically ill infants. She currently works in a Level IV NICU at Children's Memorial Hermann Hospital in Houston, one of the most advanced neonatal units in the country. “We call ourselves ‘the ER of the neonate world' because we're never full. We have to make space no matter what comes in off the street, and at the biggest medical center in the world, we see all the things,” she explains. In this enlightening conversation with host Lindsey Smith, Howard describes how advances in medicine have made it possible to provide more types of care for younger and smaller babies, creating a need for NICU nurses to develop subspecialties. In her case, Howard is on a dedicated team that handles the placement and maintenance of all central line IVs, and has earned certifications in neonatal and pediatric chemotherapy and biotherapies. “We see babies that we may not have seen before being born with cancerous tumors who need chemotherapy to try and eliminate it, or just give them more time with their family.” This is a revealing look inside the workings of a top tier NICU where you'll learn about approaches to care that support healthy neurodevelopment, how clinical staff handle the emotional challenges of the job, and how her own experience as a mother with twins needing NICU care impacted her work.  Mentioned in this episode:Children's Memorial Hermann Hospital If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/raisethelinepodcast

Jase is deeply impressed as Reed and Brighton open up about facing unimaginable loss, finding renewed purpose, and raising their kids to follow Jesus. Brighton shares how grief reshaped her life and calling, while Reed reflects on growing as a godly husband and father. Al praises their faith and resilience, and Zach emphasizes the importance of discipleship and community in walking this journey together. In this episode: Ephesians 5, verses 25–33; Ephesians 6, verses 10–20 “Unashamed” Episode 1172 is sponsored by: https://netsuite.com/unashamed — Download the FREE CFO's Guide to AI and Machine Learning today! https://myphdweightloss.com — Find out how Al is finally losing weight! Schedule your one-on-one consultation today by visiting the website or calling 864-644-1900. https://ruffgreens.com — Get a FREE Jumpstart Trial Bag for your dog today when you use promo code Unashamed! http://unashamedforhillsdale.com/ — Sign up now for free, and join the Unashamed hosts every Friday for Unashamed Academy Powered by Hillsdale College Listen to Not Yet Now with Zach Dasher on Apple, Spotify, iHeart, or anywhere you get podcasts. Check out At Home with Phil Robertson, nearly 800 episodes of Phil's unfiltered wisdom, humor, and biblical truth, available for free for the first time! Get it on Apple, Spotify, Amazon, and anywhere you listen to podcasts! https://podcasts.apple.com/us/podcast/at-home-with-phil-robertson/id1835224621 Chapters: 00:00–13:12 Pregnancy Reveal & Kids in Restaurants 13:13–28:00 Brighton's Story of Grief & Purpose28:00–38:53 A Tragedy for Reed & Brighton's Family 38:54–46:25 Community & Social Media Detox 46:26–54:57 Kingdom Vision for Kids — Learn more about your ad choices. Visit megaphone.fm/adchoices

Uncertainty can feel overwhelming, but it's also where the biggest breakthroughs happen. In this episode, I share stories from my own life about letting go of control, trusting the process, and watching miracles unfold when I stopped forcing outcomes. I share how setbacks turned into blessings, why the people you surround yourself with matter so much, and how to step into opportunities that are bigger than what you imagined. Get ready to build faith in yourself, show up with grace, and embrace the unknown with confidence. In This Episode You Will Learn Why losing your cool in business has a ripple effect you might not see. How to pause, breathe, and exit gracefully before emotions take over. What selling a home taught me about letting go of fear and trusting timing. Why your “magic eraser” solution might already be closer than you realize. How to identify true champions in your circle vs. people who drain your energy. A simple rule that ensures your words match your worth. Resources + Links Sign up for a one-dollar-per-month trial period at shopify.com/monahan Download the CFO's Guide to AI and Machine Learning at NetSuite.com/MONAHAN. Want to do more and spend less like Uber, 8x8, and Databricks Mosaic? Take a free test drive of OCI at oracle.com/MONAHAN. Get 10% off your first Mitopure order at timeline.com/CONFIDENCE. Get 15% off your first order when you use code CONFIDENCE15 at checkout at jennikayne.com. Call my digital clone at 201-897-2553!  Visit heathermonahan.com Sign up for my mailing list: heathermonahan.com/mailing-list/  Overcome Your Villains is Available NOW! Order here: https://overcomeyourvillains.com  If you haven't yet, get my first book Confidence Creator Follow Heather on Instagram & LinkedIn

Meredith Olson is president of Vela, a nonprofit that funds everyday entrepreneurs who are ditching the traditional school model in favor of something a little more… flexible. Vela doesn't run schools—it supports people creating their own. From homeschool co-ops to microschools in living rooms and libraries, Vela empowers parents, students, and entrepreneurs to reimagine education outside of traditional systems. With more than 4,200 schools being supported, Vela is quietly fueling one of the most important grassroots education revolutions of our time. Today's episode is sponsored by NetSuite.com/Mike Download the CFO's Guide to AI and Machine Learning for FREE. GoodRanchers.com Use code MIKE to get $40 off plus free meat for life with new subscription. PrizePicks.com/mike Use code MIKE to get $50 in lineups after placing your first $5 lineup. SkillsUSA.org/mike Join the skilled trade movement!

Perfectionism isn't one-size-fits-all. It shows up in ways you may not even realize. In this episode, I sit down with psychotherapist and author Katherine Morgan Schafler to talk about how perfectionism fuels growth instead of stress. Katherine shares the five types of perfectionists, how to identify your own patterns, and why perfectionism without boundaries often turns destructive. We also dive into how to channel perfectionist tendencies into self-awareness, resilience, and real power rather than burnout or fear. Tune in to discover how to reframe perfectionism not as a flaw to fix, but as a signal of your drive and potential. In This Episode You Will Learn PERFECTIONISM is not a flaw but a POWER with the right boundaries. The DIFFERENCE between manipulation and influence. The 3 STEP SELF-COMPASSION framework that builds resilience and confidence.  Why PERFECTIONISM in men is celebrated but in women criticized. Why asking for HELP is actually a SIGN OF DETERMINATION. How REFRAMING control shifts your approach to goals. The FIVE TYPES of perfectionists and how each one shows up in life and work. Resources + Links Learn more about Katherine: ⁠www.katherineschafler.com⁠ & ⁠www.perfectionistsguide.com⁠ Read ⁠The Perfectionist's Guide To Losing Control⁠  Take the ⁠Perfectionism Profile Quiz⁠ Sign up for a one-dollar-per-month trial period at shopify.com/monahan Download the CFO's Guide to AI and Machine Learning at NetSuite.com/MONAHAN. Want to do more and spend less like Uber, 8x8, and Databricks Mosaic? Take a free test drive of OCI at oracle.com/MONAHAN. Get 10% off your first Mitopure order at timeline.com/CONFIDENCE. Get 15% off your first order when you use code CONFIDENCE15 at checkout at jennikayne.com. Call my digital clone at 201-897-2553!  Visit heathermonahan.com Sign up for my mailing list: heathermonahan.com/mailing-list/  Overcome Your Villains is Available NOW! Order here: https://overcomeyourvillains.com  If you haven't yet, get my first book Confidence Creator Follow Heather on Instagram & LinkedIn Katherine on Instagram

Andy Wardlaw is a talent advisor who has placed a number of visionaries across sectors and across the world. He's also seen how talent acquisition and placement has changed as technologies have come and gone. This week Tammy and Andy discuss how to spot creative tech talent and how to recognize if they will be successful in their new transformational roles. They also discuss how leaders can lean in and leverage AI to bridge the gap between creativity and technology. Please note that the views expressed may not necessarily be those of NTT DATALearn more about Launch by NTT DATASee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Craig Jeffery talks with Steven Peterson of Chick-fil-A about their journey from RPA to APIs to agent-based AI. They discuss use cases in bank connectivity, forecasting, and document summarization, as well as the progression from bots to orchestration. How does a lean treasury team innovate at scale? Listen in to hear how curiosity and strategy are driving real transformation.

"Ich würde sagen, 80 Prozent auf Kommunikation und 20 Prozent auf Tech. Das war unser Hauptfokus: Adoption und Change-Management."

What The Tech is back for a new season of innovation insights with leaders across Canada's tech ecosystem. On our return episode, we welcome to the show Leigh Christie, Cofounder of MistyWest. Launched in 2003, MistyWest is an engineering design consultancy that helps create futuristic technologies that enable a healthier planet while bringing prosperity to all humankind. While their primary focus is on projects that advance the UN Sustainable Development Goals, Misty West provides product consulting services to a wide range of industries, from IoT to computer vision systems to battery packs and device packaging.  Leigh and his team at MistyWest are also Boast partners who share our vision for helping connect innovators with the resources they need to bring world-changing products to market. I'm thrilled to pick his brain on how he got into the innovation space, what he's seen in the two decades since founding MistyWest and what's on the roadmap.Boast accelerates the success of innovative businesses globally with software that integrates financial, payroll, and engineering data into a single platform of R&D intelligence. Visit Boast.ai, sign up for our Blog newsletter and follow us on LinkedIn for weekly #InnovatorsLive sessions and the latest news to fuel your growth. Intro and Outro music provided by Dennis Ma whose mixes you can find on Soundcloud at DJ DennyDex.

Welcome to Chat GPT, the only podcast where artificial intelligence takes the mic to explore the fascinating, fast-changing world of AI itself. From ethical dilemmas to mind-bending thought experiments, every episode is written and narrated by AI to help you decode the technology shaping our future. Whether you're a curious beginner or a seasoned techie, this is your front-row seat to the rise of intelligent machines—told from their perspective. Tune in for smart stories, surprising insights, and a glimpse into the future of thinking itself. Listen Ad Free https://www.solgoodmedia.com - Listen to hundreds of audiobooks, thousands of short stories, and ambient sounds all ad free!

“When you think about where we were as a country before Medicare and Medicaid were created and where we are now, it's an incredible story,” says Chiquita Brooks-LaSure, who until earlier this year was the administrator for the Centers for Medicare and Medicaid Services (CMS). In a recent essay for The Century Foundation, where she is now a senior fellow, Brooks-LaSure used the 60th anniversary of enactment of those foundational insurance programs to help put their impact on individual Americans, the healthcare system and society at large in perspective. One prominent example is the desegregation of hospitals, which was achieved in part by withholding reimbursements for care unless facilities served Blacks as well as whites. Another is making it possible for more people with disabilities to live at home instead of in institutional settings. But as you'll hear in this probing Raise the Line conversation with host Lindsey Smith, Brooks-LaSure worries that many gains in coverage and other progress made over the years through Medicare, Medicaid and the Child Health Insurance Program (CHIP) are at risk because of a new federal law that calls for a trillion dollar decrease in spending, resulting in potentially millions of people losing their coverage, cuts to clinical staff and medical services, and the closure of hospitals and clinics, especially in rural areas. “Most rural hospitals in this country are incredibly dependent on both Medicare and Medicaid to keep their doors open and there's an estimate that over 300 hospitals will close as a result of this legislation, so that, I think, is a place of incredible nervousness.” Whether you are a patient, provider, policymaker or health system leader, this is a great opportunity to learn from an expert source about the range of potential impacts that will flow from changes to critically important insurance programs that provide coverage to 40% of adults and nearly 50% of children in the U.S. Mentioned in this episode:The Century FoundationEssay on 60th Anniversary of Medicare & Medicaid If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/raisethelinepodcast

Where do we get our stuff from? This week, Technology Now is diving into the subject of supply chain. We explore what different people along the value chain care about, the types of disruptions modern day supply chains face, and we explore how AI can be integrated into the world of supply chain to mitigate unexpected shocks.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 Mark Bakker: https://www.hpe.com/uk/en/leadership-bios/mark-bakker.htmlSourcesDoor to Door: The Magnificent, Maddening, Mysterious World of Transportation by Edward Humes. Copyright © 2016 by Edward Humes. Reprinted courtesy of Harper, an imprint of HarperCollins Publishers.https://www.persee.fr/doc/paleo_0153-9345_2016_num_42_2_5718https://www.ebsco.com/research-starters/history/renfrew-dixon-and-cann-reconstruct-ancient-near-eastern-trade-routesKhalidi, L. et al., 2016, The growth of early social networks: New geochemical results of obsidian from the Ubaid to Chalcolithic Period in Syria, Iraq and the Gulf, Journal of Archaeological Science: Reports,Volume 9, Pages 743-757, ISSN 2352-409X, https://doi.org/10.1016/j.jasrep.2016.06.026.Gendron, F., et all., 2019, The evolution of obsidian procurement in ancient Oaxaca, Mexico: New data from the Sistema 7 Venado architectural complex, Monte Albán. Journal of Archaeological Science: Reports. 23. 583-591., Tykot. R. H., 1996, Obsidian Procurement and Distribution in the Central and Western Mediterranean, Journal of Mediterranean Archaeology 9.1 (1996) 39-82

Dave, Esmee, and Rob are strapping in for another season of bold, brain-bending conversations—and they're bringing the flux capacitor with them from Back to the Future.Season 5 beams in global leaders and innovators who challenge how we think about technology, business, and humanity. From AI disruption to digital sovereignty, from leadership to culture—this season's guests are ready to shake things up.Our first full episode drops on September 25, but before we hit 88 miles per hour, here's a quick trailer to set the timeline straight, or at least bend it a little.HostsDave Chapman: https://www.linkedin.com/in/chapmandr/Rob Kernahan: https://www.linkedin.com/in/rob-kernahan/Esmee van de Giessen: https://www.linkedin.com/in/esmeevandegiessen/ProductionMarcel van der Burg: https://www.linkedin.com/in/marcel-vd-burg/Dave Chapman: https://www.linkedin.com/in/chapmandr/SoundBen Corbett: https://www.linkedin.com/in/ben-corbett-3b6a11135/Louis Corbett:  https://www.linkedin.com/in/louis-corbett-087250264/'Cloud Realities' is an original podcast from Capgemini

In this episode, we're exploring new machine learning agents—redefining digital assistance.Try AI Box: ⁠⁠https://aibox.aiAI Chat YouTube Channel: https://www.youtube.com/@JaedenSchaferJoin my AI Hustle Community: https://www.skool.com/aihustle

On New York University Week: Not all building-related issues are reported in cities, so how can machine learning help fill the gaps? Daniel Neill, professor of computer science, public service, and urban analytics and Director of the Machine Learning for Good Laboratory, delves into this question. Daniel B. Neill, Ph.D., is Professor of Computer Science, […]

Welcome to Chat GPT, the only podcast where artificial intelligence takes the mic to explore the fascinating, fast-changing world of AI itself. From ethical dilemmas to mind-bending thought experiments, every episode is written and narrated by AI to help you decode the technology shaping our future. Whether you're a curious beginner or a seasoned techie, this is your front-row seat to the rise of intelligent machines—told from their perspective. Tune in for smart stories, surprising insights, and a glimpse into the future of thinking itself. Listen Ad Free https://www.solgoodmedia.com - Listen to hundreds of audiobooks, thousands of short stories, and ambient sounds all ad free!

What separates the best of the best from everyone else? In this episode, I sit down with performance coach and bestselling author Alan Stein Jr., who shares habits behind NBA icons like Steph Curry, Kevin Durant, and Kobe Bryant, and how the same principles apply to business, leadership, and life. We talk about standards vs. goals, blending confidence with humility, purposeful practice in the “unseen hours,” and why discipline creates freedom. Alan also shares the strategies to reduce stress, escape stagnation, and prevent burnout, including my traffic gratitude hack. Get ready to master your craft with daily choices that build tomorrow's results. In This Episode, You Will Learn Why STANDARDS > GOALS and how today's choices build tomorrow's results. Why DISCIPLINE creates FREEDOM in every area of life. How purposeful PRACTICE and REPETITION lead to mastery. Steph Curry's FREE-THROW STANDARD that separates the greats. How HUMILITY and COACHABILITY fuel continuous growth. Why KIND SELF-TALK and VULNERABILITY build unshakable confidence. Resources + Links Get your copy of Alan's “Sustain Your Game” HERE⁠ Learn more about Alan at ⁠alansteinjr.com⁠ & ⁠strongerteam.com⁠  Sign up for a one-dollar-per-month trial period at shopify.com/monahan Download the CFO's Guide to AI and Machine Learning at NetSuite.com/MONAHAN. Want to do more and spend less like Uber, 8x8, and Databricks Mosaic? Take a free test drive of OCI at oracle.com/MONAHAN. Get 10% off your first Mitopure order at timeline.com/CONFIDENCE. Get 15% off your first order when you use code CONFIDENCE15 at checkout at jennikayne.com. Call my digital clone at 201-897-2553!  Visit heathermonahan.com Sign up for my mailing list: heathermonahan.com/mailing-list/  Overcome Your Villains is Available NOW! Order here: https://overcomeyourvillains.com  If you haven't yet, get my first book Confidence Creator Follow Heather on Instagram & LinkedIn Alan Stein Jr. on LinkedIn⁠, ⁠Facebook⁠, Instagram & X

DARPA's David R. Dewhurst joins Jo Ann to explain A3ML, an audacious plan to make money laundering too expensive to exist. Hear how new graph algorithms, incentives and privacy‑first design could turn the tide on illicit finance.

The decision to leave a successful corporate position and start a company requires more than just identifying a market opportunity. For Shankar Somasundaram, it required witnessing firsthand how traditional cybersecurity approaches consistently failed in the environments that matter most to society: hospitals, manufacturing plants, power facilities, and critical infrastructure.Somasundaram's path to founding Asimily began with diverse technical experience spanning telecommunications and early machine learning development. This foundation proved essential when he transitioned to cybersecurity, eventually building and growing the IoT security division at a major enterprise security company.During his corporate tenure, Somasundaram gained direct exposure to security challenges across healthcare systems, industrial facilities, utilities, manufacturing plants, and oil and gas operations. Each vertical revealed the same fundamental problem: existing security solutions were designed for traditional IT environments where confidentiality and integrity took precedence, but operational technology environments operated under entirely different rules.The mismatch became clear through everyday operational realities. Hospital ultrasound machines couldn't be taken offline during procedures for security updates. Manufacturing production lines couldn't be rebooted for patches without scheduling expensive downtime. Power plant control systems required continuous availability to serve communities. These environments prioritized operational continuity above traditional security controls.Beyond technical challenges, Somasundaram observed a persistent communication gap between security and operations teams. IT security professionals spoke in terms of vulnerabilities and patch management. Operations teams focused on uptime, safety protocols, and production schedules. Neither group had effective frameworks for translating their concerns into language the other could understand and act upon.This divide created frustration for Chief Security Officers who understood risks existed but lacked clear paths to mitigation that wouldn't disrupt critical business operations. Organizations could identify thousands of vulnerabilities across their operational technology environments, but struggled to prioritize which issues actually posed meaningful risks given their specific operational contexts.Somasundaram recognized an opportunity to approach this problem differently. Rather than building another vulnerability scanner or forcing operational environments to conform to IT security models, he envisioned a platform that would provide contextual risk analysis and actionable mitigation strategies tailored to operational requirements.The decision to leave corporate security and start Asimily wasn't impulsive. Somasundaram had previous entrepreneurial experience and understood the startup process. He waited for the right convergence of market need, personal readiness, and strategic opportunity. When corporate priorities shifted through acquisitions, the conditions aligned for his departure.Asimily's founding mission centered on bridging the gap between operational technology and information technology teams. The company wouldn't just build another security tool; it would create a translation layer enabling different organizational departments to collaborate effectively on risk reduction.This approach required understanding multiple stakeholder perspectives within client organizations. Sometimes the primary user would be a Chief Information Security Officer. Other times, it might be a manufacturing operations head managing production floors, or a clinical operations director in healthcare. The platform needed to serve all these perspectives while maintaining technical depth.Somasundaram's product engineering background informed this multi-stakeholder approach. His experience with complex system integration—from telecommunications infrastructure to machine learning algorithms—provided insight into how security platforms could integrate with existing IT infrastructure while addressing operational technology requirements.The vision extended beyond traditional vulnerability management to comprehensive risk analysis considering operational context, business impact, and regulatory requirements. Rather than treating all vulnerabilities equally, Asimily would analyze each device within its specific environment and use case, providing organizations with actionable intelligence for informed decision-making.Somasundaram's entrepreneurial journey illustrates how diverse technical experience, industry knowledge, and strategic timing converge to address complex market problems. His transition from corporate executive to startup founder demonstrates how deep industry exposure can reveal opportunities to solve problems that established players might overlook or underestimate.Today, as healthcare systems, manufacturing facilities, and critical infrastructure become increasingly connected, the vision Somasundaram brought to Asimily's founding has proven both timely and necessary. The company's development reflects not just market demand, but the value of approaching familiar problems from fresh perspectives informed by real operational experience.Learn more about Asimily: itspm.ag/asimily-104921Note: This story contains promotional content. Learn more.Guest: Shankar Somasundaram, CEO & Founder, Asimily  | On LinkedIn: https://www.linkedin.com/in/shankar-somasundaram-a7315b/Company Directory: https://www.itspmagazine.com/directory/asimilyResourcesLearn more about ITSPmagazine Brand Story Podcasts: https://www.itspmagazine.com/purchase-programsNewsletter Archive: https://www.linkedin.com/newsletters/tune-into-the-latest-podcasts-7109347022809309184/Business Newsletter Signup: https://www.itspmagazine.com/itspmagazine-business-updates-sign-upAre you interested in telling your story?https://www.itspmagazine.com/telling-your-story Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

In this episode of Dealer Talk with Jen Suzuki, we sit down with Jay Vijayan, visionary founder and CEO of Tekion, to explore his transformative journey from Tesla's CIO to creating one of the most disruptive companies in automotive retail. Jay shares the bold leap of leaving a high-level role at Tesla to tackle decades-old dealership technology challenges, and how his purpose-driven vision sparked the creation of Tekion's cloud-native platform. From buying dealerships to build a “live lab,” to navigating COVID with innovation that reshaped digital retailing, Jay takes us inside the risks, setbacks, and breakthroughs that fueled Tekion's rise. We also dive into the importance of solving root problems—not surface-level fixes—how dealers and OEMs can collaborate to deliver seamless consumer experiences, and why AI, machine learning, and ecosystem partnerships are no longer optional but essential to the future of automotive. If you've ever wondered what it takes to disrupt legacy systems, win over skeptics, and build a company that redefines an industry, this conversation will inspire you to think bigger and act bolder. Tekion launched Tekion AI Agent for Service this year. You can learn more about it in this video.https://tekion.com/resources/tekion-ai-agents-service= Also, here is a link to our testimonials page which includes some really great dealer customer accounts and stories. https://tekion.com/testimonials Dealer Talk with Jen Suzuki Podcast |

Very few people get paid to visit shipwrecks—but for Stephanie Gandulla, it's all part of the job. Stephanie is a scuba diver, maritime archeologist, and resource protection coordinator for the Thunder Bay National Marine Sanctuary. The agency safeguards Lake Huron's historic shipwrecks, many of which have yet to be discovered. That's where Katie Skinner comes in. She's an assistant professor at the University of Michigan and the director of the school's Field Robotics Group. Skinner and her team have been developing autonomous underwater vehicles that can find new shipwreck sites, all on their own. For humans, a search is costly, time-consuming, manual work. But for AI? Skinner thinks it could help us find answers in a snap. On this episode, Stephanie and Katie talk about using AI to find shipwrecks in a literal lake of data, so that they can spend less time searching and more time exploring—as only humans can do.You can learn more about some of the people and projects featured in this episode, including… The Thunder Bay National Marine Sanctuary at thunderbay.noaa.govKatie Skinner and the University of Michigan's Field Robotics Group at fieldrobotics.engin.umich.eduPrevious efforts to autonomously map Thunder Bay's historical shipwrecks at theverge.com/2020/3/5/21157791/drone-autonomous-boat-ben-shipwreck-alley-unh-noaa-great-lakes-thunder-bay~ ~ ~Working Smarter is brought to you by Dropbox Dash—the AI universal search and knowledge management tool from Dropbox. Learn more at workingsmarter.ai/dashYou can listen to more episodes of Working Smarter on Apple Podcasts, Spotify, YouTube Music, Amazon Music, or wherever you get your podcasts. To read more stories and past interviews, visit workingsmarter.aiThis show would not be possible without the talented team at Cosmic Standard: producer Dominic Girard, sound engineer Aja Simpson, technical director Jacob Winik, and executive producer Eliza Smith. Special thanks to our illustrators Justin Tran and Fanny Luor, marketing consultant Meggan Ellingboe, and editorial support from Catie Keck. Our theme song was composed by Doug Stuart. Working Smarter is hosted by Matthew Braga. Thanks for listening!

Peggy digs into how agentic AI (artificial intelligence) is poised to redefine transportation, sharing examples, growth projections, and new opportunities. She urges not to get caught up in the hype but rather focus on the way technology can provide real value and ROI (return on investment). She also discusses: · Some key use cases in the transportation industry. · A paradox that we must consider. · Five steps transportation leaders can take today. Peggy Smedley Show

Dan Miklovic, founder, Lean Manufacturing Research and leader, Third Eye Advisory, talk about tariffs and how tariffs impact the ability to invest in automation, AI (artificial intelligence), and the workforce. He says tariffs have their place and it is a very fine balance to walk. They also discuss: · When tariffs are in fact effective. · The challenges that exist with tariffs. · Examples of tariffs on specific products that can help reach goals.  https://thirdeyeadvisory.com (9/16/25 - 937) What You Might Have Missed: Preparing for the factory of the future The true impact of chatgpt on manufacturing IoT, Internet of Things, Peggy Smedley, artificial intelligence, machine learning, big data, digital transformation, cybersecurity, blockchain, 5G cloud, sustainability, future of work, podcast, Dan Miklovic, Lean Manufacturing Research, Third Eye Advisory,  

In this episode, I sit down with Jens Stapelfeldt, Global AI Lead at AMD's University Program, to explore how AMD is challenging the status quo in AI hardware. We dive into the evolution from proprietary ecosystems to AMD's open, enterprise-ready platforms, discussing what this means for industrial AI applications and decision makers. Jens shares insights on AMD's broad AI portfolio, from GPUs to edge solutions, and how strategic collaborations are accelerating innovation. We also examine the significance of open-source principles and the impact of diverse hardware options on industrial use cases. Join me as we uncover why AMD positions itself as the most versatile player in the AI space, from edge devices all the way to the cloud.

Getting fired doesn't mean you failed. It means you're in powerful company and standing at a new beginning. In this episode, I share how getting fired pushed me out of a life I'd outgrown and into my purpose. I break down how to turn uncertainty into possibility, why responding, not reacting, gives you instant power in any room, and a sample script for confronting workplace bullying. Get ready to choose FAITH over fear so the right doors start opening. In This Episode You Will Learn Why GETTING FIRED puts you in GOOD COMPANY. How to spot your “MAGIC moments” and turn them into a purpose. A sample SCRIPT to ADDRESS workplace bullying with confidence. How to SPOT and ASK for signs that confirm your direction. Framework to PROTECT your mindset during setbacks. PRACTICES to lead with gratitude, and move with faith over fear. Resources + Links Sign up for a one-dollar-per-month trial period at shopify.com/monahan Download the CFO's Guide to AI and Machine Learning at NetSuite.com/MONAHAN. Want to do more and spend less like Uber, 8x8, and Databricks Mosaic? Take a free test drive of OCI at oracle.com/MONAHAN. Get 10% off your first Mitopure order at timeline.com/CONFIDENCE. Get 15% off your first order when you use code CONFIDENCE15 at checkout at jennikayne.com. Call my digital clone at 201-897-2553!  Visit heathermonahan.com Sign up for my mailing list: heathermonahan.com/mailing-list/  Overcome Your Villains is Available NOW! Order here: https://overcomeyourvillains.com  If you haven't yet, get my first book Confidence Creator Follow Heather on Instagram & LinkedIn

Kim Curley lives by the phrase “we are humans that go to work, we are not workers that go home to human.” Kim is the Global OCM Leader at NTT DATA and is dedicated to finding human-first AI solutions. This week Kim joins Tammy to discuss change management and AI. Kim shares tips on how she gets people to move past the fear of change and the winning question she asks when people are hesitant to adopt AI solutions - “how's that working out for you?”Please note that the views expressed may not necessarily be those of NTT DATALinks: Kim Curley Mindset: The New Psychology of Success by Carol S. DweckLearn more about Launch by NTT DATASee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Martha Carlin, CEO and founder of the Bio Collective, details the significant influence of the microbiome on overall health. Martha discusses her unconventional path from accounting to microbiome research, sparked by her husband's Parkinson's diagnosis. Together, they explore the complex connections between gut health and diseases like Parkinson's, autism, and even Alzheimer's. Martha sheds light on groundbreaking research funded by NIH grants, the potential of machine learning and AI in understanding microbiome patterns, and the future prospects of personalized probiotics. Practical advice on maintaining a healthy microbiome, the impact of diet and exercise, and the intriguing intersections between gut health, neurochemistry, and systemic diseases are highlighted. The discussion also covers challenges in integrating microbiome research into clinical practice and potential future therapies.

Dr. Hoffman continues his conversation with Martha Carlin, CEO and founder of the Bio Collective.

To get to the benefits that AI offers, organizations have to address their technology infrastructure in ways that are much broader than historical approaches. Senior analyst Greg Macatee joins host Eric Hanselman to delve into what's required and what enterprises are identifying in the recent Voice of the Enterprise AI and Machine Learning study. Enterprises are struggling with raising the success levels of AI projects. Over 60% report moderate to severe challenges in achieving AI success. Bringing together the computational power and the right quality data in the right locations can be complicated in the hybrid environments that more are operating. It's not just a matter of being more selective with use cases, AI requires a set of organizational skills that have to be honed. Starting small and iterating can reduce risk while building competency.  Infrastructure has to shift in new ways, as well. Data management processes that can build the necessary data pipelines to feed AI applications bring together a broader set of tech disciplines. There are new wrinkles in AI infrastructure ecosystems, with new providers looking to address supply chain constraints, like the Neocloud or GPU as a Service  (GPUaaS) providers. Even hyperscalers are looking to them to meet surging demand in a tight market. Those new options offer new choices, but enterprises need to match them with their AI goals. More S&P Global Content: Navigating the AI infrastructure landscape The path from LLMs to agentic AI Next in Tech | Ep. 225: Security for MCP For S&P Global Subscribers: AI infrastructure strategies evolve amid widespread data challenges – Highlights from VotE: AI & Machine Learning Generative AI Market Monitor & Forecast AI infrastructure: Trends, thoughts and a 2025 research agenda Credits: Host/Author: Eric Hanselman Guest: Greg Macatee Producer/Editor: Adam Kovalsky Published With Assistance From: Sophie Carr, Feranmi Adeoshun, Kyra Smith

In this episode of ACM ByteCast, Bruke Kifle hosts 2024 ACM Prize in Computing recipient Torsten Hoefler, a Professor of Computer Science at ETH Zurich (the Swiss Federal Institute of Technology), where he serves as Director of the Scalable Parallel Computing Laboratory. He is also the Chief Architect for AI and Machine Learning at the Swiss National Supercomputing Centre (CSCS). His honors include the Max Planck-Humboldt Medal, an award for outstanding mid-career scientists; the IEEE CS Sidney Fernbach Award, which recognizes outstanding contributions in the application of high-performance computers; and the ACM Gordon Bell Prize, which recognizes outstanding achievement in high-performance computing. He is a member of the European Academy of Sciences (Academia Europaea), a Fellow of IEEE, and a Fellow of ACM. In the interview, Torsten reminisces on early interest with multiple computers to solve problems faster and on building large cluster systems in graduate school that were later turned into supercomputers. He also delves into high-performance computing (HPC) and its central role in simulation and modeling across all modern sciences. Bruke and Torsten cover the various requirements that power HPC, the intersection of HPC and recent innovations in AI, and his key contributions in popularizing 3D parallelism for training AI models. Torsten highlights challenges, such as AI's propensity to cheat, as well as the promise of turning reasoning models into scientific collaborators. He also offers advice to young researchers on balancing academic learning with industry exposure. We want to hear from you!

In today's episode, we'll explore three tools you can use to introduce Machine Learning to your students: Google's Teachable Machine, Micro:bit CreateAI, and Grammarly's Complete Guide to Machine Learning. Visit AVID Open Access to learn more.

Dive into the "AI multiverse" with AWS Executives in Residence Jake Burns and Tom Soderstrom as they explore why some organizations are seeing massive productivity gains with agentic AI while others struggle to see value. Drawing from their extensive enterprise experience, they reveal how treating AI agents like human team members - with clear specifications, iterative feedback, and proper context - can unlock unprecedented productivity gains that far exceed the reported 30% improvements. Burns and Soderstrom share practical insights on creating a culture of experimentation, emphasizing why traditional ROI metrics may hinder innovation and why "return on attention" could be a better early indicator of success. From leveraging multi-agent systems to democratizing AI adoption through "centers of engagement," this episode offers essential guidance for leaders seeking to position their organizations on the right side of AI transformation. Don't miss these actionable strategies for winning in the age of agentic AI!

Machine learning– and multilayer molecular network–assisted screening hunts fentanyl compounds Science Advances Fentanyl and its analogs are a global concern, making their accurate identification essential for public health. This article introduces Fentanyl-Hunter, a screening platform that uses a machine learning classifier and multilayer molecular network that covers more than 87% of known fentanyls to select and annotate fentanyl compounds using mass spectrometry (MS). Fentanyl-Hunter identified fentanyl members in biological and environmental samples. During biotransformation, 35 metabolites from four widely consumed fentanyl derivatives were identified. Norfentanyl was the major fentanyl compound in wastewater. Retrospective screening of these biomarkers across more than 605,000 MS files in public datasets revealed fentanyl, sufentanil, norfentanyl, or remifentanil acid in more than 250 samples from eight major countries, indicating the potential widespread presence of fentanyl.   Read this issue of the ASAM Weekly Subscribe to the ASAM Weekly Visit ASAM

▶ oh guyyyssss, the text messages between him and his young coworker are willldddd- I go through them, and it's *much worse* than you could ever imagine. Watch here: https://www.youtube.com/channel/UCLe_q9axMaeTbjN0hy1Z9xA/join ▶▶ *FREE TRIAL* To make our classes and budgeting app *more affordable*, we bundled them together for an *80% DISCOUNT* and for this month only, you can try DollarWise Central for *free* - check it out here and change your life: https://dollarwise.com/dollarwise-central/ ▶▶▶Download the *DollarWise Budgeting App* today: *Apple:* https://apple.co/4iChGhr *Google Play:* https://bit.ly/sb-googleplay Don't overcomplicate this crap! All you need is an automated / SIMPLE budget. ▶▶▶▶ *AND REMEMBER* those who sign up for DollarWise Premium *annual* get a signed version of the Cook Book, just submit proof of purchase here: https://tally.so/r/3xzPq5 Use Yrefy to refinance your private student loans today at: https://yrefy.com/hammer or call (888) Yrefy-78 Download the CFO's guide to AI and Machine Learning at https://netsuite.com/HAMMER ___________________________________________ ▶EDUCATION: 1. Get your own free Hammer Financial Score: https://www.calebhammer.com 2. Get all of my educational programs for a much lower cost here, including the premium version of my budgeting app: https://dollarwise.com/dollarwise-central/ Learn more about your ad choices. Visit megaphone.fm/adchoices

In this episode, Craig Jeffery talks with Tom Gavaghan about Kyriba's new Trusted AI, or TAI, and how agent-based AI is evolving in treasury. They explore the differences between machine learning, generative AI, and agentic AI and discuss how tools like TAI are being trained to act like analysts with built-in workflows and controls. How will this reshape treasury operations? Tune in to find out. Kyriba's podcast - Liquid: How CFOs Outperform: https://www.kyriba.com/resources/podcasts/ October AI Workshop webinar: https://strategictreasurer.com/webinar-ai-initiatives-workshop/

Today's guest is Kyle Ryan, Senior Engineering Manager and Principal Engineer at Dune Security. Founded in 2023, Dune Security's User Adaptive Risk Management solution automatically prevents insider threats in real time. With 90% of breaches starting from human error, traditional phishing simulations and compliance training often fail to reduce real-world risk. Dune addresses this with a unified platform that continuously monitors behavior, tailors interventions and adapts protections around high-risk users.Kyle is highly skilled in AI & Machine Learning research and development, with a specialization in building secure, robust and scalable systems for cutting-edge cybersecurity solutions. He is currently developing advanced technologies to prevent AI-powered social engineering attacks and enable real-time, dynamic risk profiling of employees. Kyle believes that as threat actors evolve, organizations must adapt using data-driven methods to reduce the attack surface and strengthen defenses.In this episode, Kyle talks about:0:00 His journey from early chatbot work to founding engineer at Dune2:19 How Dune Security simulates advanced phishing attacks to train users4:45 How his role evolved from generalist to AI R&D8:17 Delivering authentic threat simulations and risk visibility for organizations11:20 Why future threats will be hyper-personalised, cross-channel and AI-driven14:58 His key advice to stay on AI's cutting edge and solve hard problemsTo find out more about all the great work happening at Dune Security, check out the website www.dune.security

MeidasTouch host Ben Meiselas and Jordan Meiselas discuss the news of the day including Charlie Kirk assassination updates, Trump's deteriorating health, terrible economic news, Trump's disastrous foreign policy, and more. Subscribe to Meidas+ at https://meidasplus.com Get Meidas Merch: https://store.meidastouch.com Deals from our sponsors! Wild Alaskan: Go to https://WildAlaskan.com/meidas for $35 OFF your first box of premium, wild-caught seafood. Qualia: Head to https://qualialife.com/meidas and use promo code: MEIDAS at checkout for 15% OFF your purchase of Qualia's products. Soul: For 30% off your order, head to https://GetSoul.com and use code MEIDAS. L-Nutra: Visit https://ProlonLife.com/MEIDAS to claim your 15% discount plus a bonus gift! Netsuite: Download the CFO's guide to Al and Machine Learning at https://Netsuite.com/meidas Remember to subscribe to ALL the MeidasTouch Network Podcasts: MeidasTouch: https://www.meidastouch.com/tag/meidastouch-podcast Legal AF: https://www.meidastouch.com/tag/legal-af MissTrial: https://meidasnews.com/tag/miss-trial The PoliticsGirl Podcast: https://www.meidastouch.com/tag/the-politicsgirl-podcast Cult Conversations: The Influence Continuum with Dr. Steve Hassan: https://www.meidastouch.com/tag/the-influence-continuum-with-dr-steven-hassan Mea Culpa with Michael Cohen: https://www.meidastouch.com/tag/mea-culpa-with-michael-cohen The Weekend Show: https://www.meidastouch.com/tag/the-weekend-show Burn the Boats: https://www.meidastouch.com/tag/burn-the-boats Majority 54: https://www.meidastouch.com/tag/majority-54 Political Beatdown: https://www.meidastouch.com/tag/political-beatdown On Democracy with FP Wellman: https://www.meidastouch.com/tag/on-democracy-with-fpwellman Uncovered: https://www.meidastouch.com/tag/maga-uncovered Learn more about your ad choices. Visit megaphone.fm/adchoices

It seems there are news stories every week about the accelerating pace of innovation in gene therapy, but only about 50 therapies have been approved so far by the US Food and Drug Administration. Our guest today, Dr. Bobby Gaspar, leads a UK-based biotech company, Orchard Therapeutics, that developed one of those treatments using gene-modified stem cells in your blood that self-renew, so a single administration can give you potentially a lifelong effect. “Our approach is about correcting those hematopoietic stem cells and allowing them to give rise to cells that can then correct the disease,” explains Dr. Gaspar.  The therapy in focus is lenmeldy, the first approved treatment for metachromatic leukodystrophy, also known as MLD, a devastating inherited disorder that affects roughly 600 children worldwide. But Dr. Gaspar is optimistic that learnings from Orchard's work on MLD could be useful in treating much more common disorders including frontotemporal dementia, Crohn's disease and others. This highly informative conversation with host Lindsey Smith also explores the importance of newborn screening, community collaboration in advancing clinical trials for rare diseases, and a future in which each gene therapy will be used as a tool for specific applications.  “There will be many gene therapies available, some of which will become the standard of care for certain diseases, but it won't be for every disease.”Mentioned in this episode:Orchard Therapeutics If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/raisethelinepodcast

In this Fully Connected episode, we dig into the recent MIT report revealing that 95% of AI pilots fail before reaching production and explore what it actually takes to succeed with AI solutions. We dive into the importance of AI model integration, asking the right questions when adopting new technologies, and why simply accessing a powerful model isn't enough. We explore the latest AI trends, from GPT-5 to open source models, and their impact on jobs, machine learning, and enterprise strategy. Featuring:Chris Benson – Website, LinkedIn, Bluesky, GitHub, XDaniel Whitenack – Website, GitHub, XLinks: The GenAI Divide: State of AI in Business 2025MIT Report: 95% of generative AI pilots at companies are failingSponsors:Miro – The innovation workspace for the age of AI. Built for modern teams, Miro helps you turn unstructured ideas into structured outcomes—fast. Diagramming, product design, and AI-powered collaboration, all in one shared space. Start building at miro.comShopify – The commerce platform trusted by millions. From idea to checkout, Shopify gives you everything you need to launch and scale your business—no matter your level of experience. Build beautiful storefronts, market with built-in AI tools, and tap into the platform powering 10% of all U.S. eCommerce.Start your one-dollar trial at shopify.com/practicalaiUpcoming Events: Join us at the Midwest AI Summit on November 13 in Indianapolis to hear world-class speakers share how they've scaled AI solutions. Don't miss the AI Engineering Lounge, where you can sit down with experts for hands-on guidance. Reserve your spot today!Register for upcoming webinars here!

What if the lowest point of your life became the turning point toward your greatest success? In this episode, I sit down with Glenn Lundy to talk about how your mindset and energy shape your reality, why sharing your story inspires connection and service, and how the L.E.A.D.D. framework transforms leadership in life and business. Glenn also shares how to connect with anyone, why a people-first approach drives success, and the morning routine that resets your mindset. Tune in to discover how to communicate with impact, lead with confidence, and attract bigger opportunities. In This Episode, You Will Learn How frequency and energy shape the opportunities you see and attract. Why sharing your story (even the hard parts) inspires and heals. The L.E.A.D.D. framework for becoming a stronger leader. How to use the tone scale for better communication. Morning routine to protect your mindset and momentum. Resources + Links Visit Glenn's Website: ⁠glennlundy.com⁠ Join ⁠800% Elite Automotive Club⁠  Listen to ⁠#RiseandGrind w/Glenn Lundy⁠ & ⁠Breakfast With Champions⁠   Read Glenn's book ⁠The Morning 5 ebook⁠ Sign up for a one-dollar-per-month trial period at shopify.com/monahan Download the CFO's Guide to AI and Machine Learning at NetSuite.com/MONAHAN. Want to do more and spend less like Uber, 8x8, and Databricks Mosaic? Take a free test drive of OCI at oracle.com/MONAHAN. Get 10% off your first Mitopure order at timeline.com/CONFIDENCE. Get 15% off your first order when you use code CONFIDENCE15 at checkout at jennikayne.com. Call my digital clone at 201-897-2553!  Visit heathermonahan.com Sign up for my mailing list: heathermonahan.com/mailing-list/  Overcome Your Villains is Available NOW! Order here: https://overcomeyourvillains.com  If you haven't yet, get my first book Confidence Creator Follow Heather on Instagram & LinkedIn Glenn on LinkedIn, Instagram, Facebook & X

Today's show:In this founder-focused episode of This Week in Startups, we sit down with Republic's Kendrick Nguyen to learn more about the company's efforts to make the private markets accessible to the common investor. Best known for its work in equity crowdfunding, the Valor-backed startup now offers access to secondary shares, tokenized assets, and much more. Following, TWiST spoke with Positron CEO Mitesh Agrawal to learn more about his company's inference-focused AI compute hardware. Related to fellow TWiST500 company Etched, Positron is building custom chips to take on the computing work required to deliver your AI query results faster and with less power draw than what GPUs can offer. With AI inference compute demand rising, the fellow Valor-backed startup has even more powerful systems coming to market in 2026 that have our hopes up that the AI cost curve can continue to point downward.Timestamps:0:00 - A future with more efficient and accessible intelligence0:41, the following sponsors are mentioned: AlphaSense, Vanta, and Oracle Cloud Infrastructure1:26 - Introduction to the episode and the two featured companies, Republic and Positron2:43 - The history and purpose of Republic, a financial crowdfunding platform5:39 - Discussion of the current state and growth of equity crowdfunding9:19 - Kendrick Nguyen explains Republic's role as a financial infrastructure company, not a competitor to venture capital firms11:17 - Sponsor: Oracle Cloud Infrastructure12:25 - Republic's different products, Republic Capital and Republic Venture, are explained14:00 - The challenges and progress of secondary trading for non-accredited investors20:14 - Sponsor: Vanta21:21 - The concept of a unified "e-finance" infrastructure is introduced25:45 - Positron CEO Mitesh Agarwal discusses the future of AI chips and the limitations of current GPUs for inference workloads31:12 - Sponsor: AlphaSense32:22 - Discussion on the inefficiency of GPUs for inference and how Positron's Atlas system addresses it38:30 - Positron's strategy of using their Atlas system to prove their technology and generate revenue42:51 - The market shift from AI training to inference and the future of Positron's chips51:14 - The confidence in Positron's capital efficiency and their ability to compete with NVIDIA52:47 - Positron's focus on linear algebra acceleration rather than just transformersSubscribe to the TWiST500 newsletter: https://ticker.thisweekinstartups.comCheck out the TWIST500: https://www.twist500.comSubscribe to This Week in Startups on Apple: https://rb.gy/v19fcpFollow Lon:X: https://x.com/lonsFollow Alex:X: https://x.com/alexLinkedIn: ⁠https://www.linkedin.com/in/alexwilhelmFollow Jason:X: https://twitter.com/JasonLinkedIn: https://www.linkedin.com/in/jasoncalacanisThank you to our partners:(09:04) Netsuite - Download the ebook CFO's Guide to AI and Machine Learning for free at https://www.netsuite.com/twist(21:20) Coda - Empower your startup with Coda's Team plan for free—get 6 months at https://www.Coda.io/twist(31:43) .TECH: Say it without saying it. Head to get.tech/twist or your favorite registrar to get a clean, sharp .tech domain today.Great TWIST interviews: Will Guidara, Eoghan McCabe, Steve Huffman, Brian Chesky, Bob Moesta, Aaron Levie, Sophia Amoruso, Reid Hoffman, Frank Slootman, Billy McFarlandCheck out Jason's suite of newsletters: https://substack.com/@calacanisFollow TWiST:Twitter: https://twitter.com/TWiStartupsYouTube: https://www.youtube.com/thisweekinInstagram: https://www.instagram.com/thisweekinstartupsTikTok: https://www.tiktok.com/@thisweekinstartupsSubstack: https://twistartups.substack.comSubscribe to the Founder University Podcast: https://www.youtube.com/@founderuniversity1916

Are you waiting for the “perfect moment” to chase your dreams, or hesitating because of fear? In this episode, I share why you must act before you feel ready and how I built confidence after being fired from corporate America. I also break down how a 30 day plan helped me rebuild self-trust, why fear signals you're on the right path, and how to find the right “room” of supporters, like those I found during the pandemic. Get ready to trade hesitation for action and unlock the confident version of yourself. In This Episode, You Will Learn Why fear signals you're on the right path. How to stop overthinking and start doing. The 30 day plan that helped me rebuild self-trust after setbacks. Why waiting for confidence actually keeps you stuck. How to reframe setbacks as the setup for your next breakthrough. Resources + Links Sign up for a one-dollar-per-month trial period at shopify.com/monahan Download the CFO's Guide to AI and Machine Learning at NetSuite.com/MONAHAN. Want to do more and spend less like Uber, 8x8, and Databricks Mosaic? Take a free test drive of OCI at oracle.com/MONAHAN. Get 10% off your first Mitopure order at timeline.com/CONFIDENCE. Get 15% off your first order when you use code CONFIDENCE15 at checkout at jennikayne.com. Call my digital clone at 201-897-2553!  Visit heathermonahan.com Sign up for my mailing list: heathermonahan.com/mailing-list/  Overcome Your Villains is Available NOW! Order here: https://overcomeyourvillains.com  If you haven't yet, get my first book Confidence Creator Follow Heather on Instagram & LinkedIn

Lashan (50) and David (49) have been married for nearly two decades, raising three children and building stable government careers. But when health complications and a sudden return-to-office mandate pressured Lashan into early retirement, their income dropped. Suddenly, $5,000 a month seems to vanish into thin air. Lashan, meticulous and controlling with money, carries the full weight of their financial future, while David remains passive and supportive from the sidelines. But the stakes are high: a mortgage, looming college costs, and the urgency to create meaningful memories while Lashan still can. Can Ramit help them uncover where the money is going, build a roadmap for the future, and finally get David to step up as a true financial partner? In this episode we uncover: • Why Lashan was pressured into early retirement • How $5,000 a month in “guilt-free spending” keeps disappearing • How David's childhood scarcity shaped his urge to spend money now • Evictions and shut-off notices from Lashan's childhood have driven her obsession with control and bill paying • Why David earned the “ignorant reassurer” label • How compartmentalizing her terminal diagnosis keeps Lashan focused on bills instead of her deepest fears • Ramit's challenge to flip their money roles • The invisible financial work Lashan handles that David barely sees • Why paying bills feels like love and safety for Lashan • How Lashan ended up caring for everyone else but not herself Chapters: (00:00:00) “I've cried more about leaving my job than my diagnosis” (00:19:25) Ramit breaks down their numbers (00:38:02) “Eviction notices… the electricity might be off” (00:46:32) “I'm going to die… and I can't do this all alone” (01:10:44) Redefining what family memories look like (01:20:28) Paying off debt isn't enough—planning for life after (01:28:23) “I feel like I see the possibility for joy and fun” (01:36:01) Where are they now? Lashan and David's follow-ups This episode is brought to you by: LMNT | Right now, LMNT is offering 8 single serving packets FREE with any LMNT order. Get yours at https://drinklmnt.com/RAMIT. Gelt | Book a tax consultation with Gelt at https://joingelt.com/ramit. As a member of my community, you can skip the waitlist. Netsuite | Download the CFO's Guide to AI and Machine Learning at https://netsuite.com/ramit. Fabric by Gerber Life | Join the thousands of parents who trust Fabric to protect their family. Apply today in just minutes at https://meetfabric.com/ramit. DeleteMe | If you want to get your personal information removed from the web, go to https://joindeleteme.com/ramit for 20% off. Links mentioned in this episode • Get tickets for my next live events—September 14 in Atlanta and September 26 in Los Angeles—at iwt.com/events Connect with Ramit • Get my new book, Money For Couples • Get Money Coaching with Ramit • Download the Conscious Spending Plan • Listen to my book—now on Audible • Get my New York Times best-selling book • Get my no-numbers journal • Other episodes • Instagram • Twitter • YouTube If you and your partner have a money issue and you want my help, I occasionally select a couple to work with, free of charge. Apply for my help here.

Today's show:In this TWiST founder triple-shot, Alex digs into the real-world rollout of AI agents: Paid.ai's Manny Medina explains agent economics and value-based pricing, iTruckr's Camilo Ramirez shows agents booking loads and coordinating drivers, and Tenax's Elise Myrans demos computer vision + drones that score a single home's wildfire/flood risk for smarter underwriting—plus live office-hours on winning enterprise pilots without getting stuck in PoC purgatory.Timestamps:(00:00) Brainstorming hacks for sales cycles in regulated industries — castles, moats & alligators!(03:50) Meet Paid.ai: tracking costs & monetization for AI agents(04:35) Paid.ai's Manny Medina on the “year of agents” & early enterprise traction(09:04) Netsuite - Download the ebook CFO's Guide to AI and Machine Learning for free at https://www.netsuite.com/twist(11:06) The tough economics of AI agents vs SaaS — margins squeezed by tokens(18:20) How Paid.ai gets granular: tracking signals & agent activity with OpenTelemetry(21:20) Coda - Empower your startup with Coda's Team plan for free—get 6 months at https://www.Coda.io/twist(29:16) Enter iTruckr: Camilo Ramirez brings AI dispatch to the freight industry(31:43) .TECH: Say it without saying it. Head to get.tech/twist or your favorite registrar to get a clean, sharp .tech domain today.(39:02) Scaling from small fleets to mid-sized trucking companies — lessons from AI Trucker(55:59) Tenax ai helps homeowners & insurers manage wildfire, flood & climate riskSubscribe to the TWiST500 newsletter: https://ticker.thisweekinstartups.comCheck out the TWIST500: https://www.twist500.comSubscribe to This Week in Startups on Apple: https://rb.gy/v19fcpFollow Lon:X: https://x.com/lonsFollow Alex:X: https://x.com/alexLinkedIn: ⁠https://www.linkedin.com/in/alexwilhelmFollow Jason:X: https://twitter.com/JasonLinkedIn: https://www.linkedin.com/in/jasoncalacanisThank you to our partners:(09:04) Netsuite - Download the ebook CFO's Guide to AI and Machine Learning for free at https://www.netsuite.com/twist(21:20) Coda - Empower your startup with Coda's Team plan for free—get 6 months at https://www.Coda.io/twist(31:43) .TECH: Say it without saying it. Head to get.tech/twist or your favorite registrar to get a clean, sharp .tech domain today.Great TWIST interviews: Will Guidara, Eoghan McCabe, Steve Huffman, Brian Chesky, Bob Moesta, Aaron Levie, Sophia Amoruso, Reid Hoffman, Frank Slootman, Billy McFarlandCheck out Jason's suite of newsletters: https://substack.com/@calacanisFollow TWiST:Twitter: https://twitter.com/TWiStartupsYouTube: https://www.youtube.com/thisweekinInstagram: https://www.instagram.com/thisweekinstartupsTikTok: https://www.tiktok.com/@thisweekinstartupsSubstack: https://twistartups.substack.comSubscribe to the Founder University Podcast: https://www.youtube.com/@founderuniversity1916

Rika Nakazawa is a firm believer in the magic of the universe. That magic, according to Rika, comes from something she calls organic intelligence. This week on Catalyst, Tammy sits down with Rika, the Chief Commercial Innovation Officer at NTT, to discuss the future of innovation, sustainability and space technology. Rika explains how this concept of organic intelligence can help shift the way people think about resource management, energy efficiency and Artificial Intelligence. She also shares some of the research she's doing in the world of space and satellite technology - could data centers in space be the next big thing!? Please note that the views expressed may not necessarily be those of NTT DATALinks: Rika Nakazawa Ray Wang - AI Exponentials McKinsey - Annual Technology Trends Report Learn more about Launch by NTT DATASee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Uncle Si throws Jase off during his sermon by hollering his own brand of joyful gibberish from the front row, and Al finds himself refereeing playful sisterly squabbles between Miss Kay and her sister Ann. The guys explore the Spirit's role as our indwelling counselor, the streams of living water flowing from believers, and how Jesus' glorification drives out the evil one. They show how atonement opens the door to God's presence dwelling within us, making us living pieces in His new creation. In this episode: John 7, verses 37–39; John 12; John 14–17; Acts 2, verses 1–4; 1 John 2–4; Revelation 22; Ezekiel 47 “Unashamed” Episode 1158 is sponsored by: https://andrewandtodd.com or call 888-888-1172 — These guys are the real deal. Get trusted mortgage guidance and expertise from someone who shares your values! https://netsuite.com/unashamed — Download the FREE CFO's Guide to AI and Machine Learning today! https://mybrightcore.com/unashamed — Kimchi One from Brightcore – Improve your health, improve your life. Get 25% Off with code UNASHAMED or dial (888) 404-9677 for up to 50% OFF and Free Shipping – ONLY when you call! Get an extra 25 cents back for every gallon on your first tank of gas when you download the FREE Upside App and use promo code UNASHAMED! http://unashamedforhillsdale.com/ — Sign up now for free, and join the Unashamed hosts every Friday for Unashamed Academy Powered by Hillsdale College Listen to Not Yet Now with Zach Dasher on Apple, Spotify, iHeart, or anywhere you get podcasts. Chapters: 00:00–04:01 Uncle Si Preaches From the Front Row 04:02–09:14 The River of Life Flows Within Us 09:15–20:04 Just How Perfect Was the Garden of Eden? 20:05–30:35 How Satan Exploits Human Weakness 30:36–41:23 In Heaven Sin Won't Even Be an Option 41:24–56:55 Can Our Spirits & Bodies Be Separated? — Learn more about your ad choices. Visit megaphone.fm/adchoices

SPONSORS: - Don't miss out on all the action this week at DraftKings! Download the DraftKings app today! Sign-up using https://dkng.co/bears or through my promo code BEARS. - Don't let financial opportunity slip through the cracks, get half off your first year with promo code BEARS at https://www.monarchmoney.com/bears - As always, get your first month of BlueChew FREE Just use promo code BEARS at checkout and pay five bucks for shipping. https://bluechew.com - Sponsored by BetterHelp. Our listeners get 10% off their first month at https://betterhelp.com/bears - Download the CFO's Guide to AI and Machine Learning at https://NetSuite.com/BEARS. We're sorry, guys! Tom and Bert are back in the cave with a full plate: Druski's viral NASCAR “whiteface” sketch and the art of deep-cover character work, a big “Would you die for your country?” debate, and discuss why streaming giants (Kai, Adin, Jack, etc.) have completely remixed entertainment. Plus, Tom relives an electric college football weekend (FSU at home against Alabama = goosebumps), Bert admits he tried to move a 400-lb armoire and declared himself top 0.5% strong in the city, and the guys hatch a chaotic million-dollar plan to manage an OnlyFans creator—will it work? Is white-face really back? Is Bert making things up? Watch and find out! 2 Bears, 1 Cave Ep. 305 https://tomsegura.com/tour https://www.bertbertbert.com/tour https://store.ymhstudios.com Gambling problem? Call one eight hundred Gambler. In New York, call eight seven seven eight HOPENY or text HOPENY (four six seven three six nine). In Connecticut, Help is available for problem gambling. Call eight eight eight seven eight nine seven seven seven seven or visit https://ccpg.org. Please play responsibly. On behalf of Boot Hill Casino & Resort (Kansas). Twenty-one plus age and eligibility varies by jurisdiction. Fees may apply in Illinois. Void in Ontario. Bonus bets expire seven days after issuance. See https://sportsbook.draftkings.com/promos. NFL Sunday Ticket offer for new subscribers only and auto-renews until cancelled. Digital games and commercial use excluded. Restrictions apply. Additional NFL Sunday Ticket terms at https://youtube.com/go/nflsundayticket/terms. Limited time offer. Chapters 00:00:00 - Intro 00:01:30 - Druski Doing White Face 00:10:54 - Streamers Ruined The Military 00:17:32 - Would You Die For Our Country? 00:26:25 - Kam Patterson 00:33:20 - Another Tour 00:38:25 - College Football Weekend 00:49:42 - Let's Become OF Boosters 00:59:17 - Bert's Fight With LeeAnn 01:05:28 - Wrap Up Learn more about your ad choices. Visit megaphone.fm/adchoices

What if your dream comes true, but your health collapses the same day? In this episode, Lisa Bilyeu, co-founder of Quest Nutrition and president of Impact Theory Studios, gets radically honest about how she went from supporting her husband's dream to co-founding a billion-dollar brand, overcoming a devastating health crisis, and learning to set boundaries. We talk about how to break free from the “purgatory of the mundane,” the years you lose by putting your own dreams on hold, the mindset for moving forward before you feel ready, and how to take full ownership of your life without falling into blame. Tune in and discover how to create confidence, protect your health, and finally build a life that feels true to YOU. In This Episode You Will Learn Why mindset + health are THE NON-NEGOTIABLE in business and life. The radical confidence FORMULA to move forward without waiting to “feel ready”. How to BREAK FREE from the sunk cost fallacy keeps you stuck. The daily PRACTICES Lisa used to rebuild after a health collapse. How to REALITY CHECK your goals and tradeoffs to align with your life. How to set BOUNDARIES with clarity, repetition, and grace. Resources + Links Grab your copy of Lisa's book “Radical Confidence” at radicalconfidence.com Sign up for a one-dollar-per-month trial period at shopify.com/monahan Download the CFO's Guide to AI and Machine Learning at NetSuite.com/MONAHAN. Want to do more and spend less like Uber, 8x8, and Databricks Mosaic? Take a free test drive of OCI at oracle.com/MONAHAN. Get 10% off your first Mitopure order at timeline.com/CONFIDENCE. Get 15% off your first order when you use code CONFIDENCE15 at checkout at jennikayne.com. Call my digital clone at 201-897-2553!  Visit heathermonahan.com Sign up for my mailing list: heathermonahan.com/mailing-list/  Overcome Your Villains is Available NOW! Order here: https://overcomeyourvillains.com  If you haven't yet, get my first book Confidence Creator Follow Heather on Instagram & LinkedIn Lisa on Instagram & X

What would you do if you built a career most people envy, but deep down, you knew it wasn't the life you truly wanted? In this episode, I talk with Dr. Gail Saltz about the courage it takes to make a massive life and career pivot, even when it means facing judgment, stigma, and fear head on. Dr. Saltz shares how to navigate criticism from colleagues, let go of shame, and build a career that aligns with your passion and purpose. We also dive into how to reframe “disabilities” as unique strengths, move past fear, and own the truth of who you are. Give yourself the courage to unlock your unique gifts, reframe challenges, and use your voice to make a bigger impact. In This Episode You Will Learn How to PUSH THROUGH STIGMA and judgment when making a big change. Why LETTING GO OF SHAME is essential to living authentically. Mindset SHIFTS that help you move past fear and self-doubt. Tips to recognize your UNIQUE STRENGTHS. How to BUILD a life and career that's aligned with who you really are. Resources + Links Buy Dr. Gail's book ⁠The Power of Different: The Link Between Disorder and Genius⁠ Check out ⁠The National Institute of Mental Health⁠ Sign up for a one-dollar-per-month trial period at shopify.com/monahan Download the CFO's Guide to AI and Machine Learning at NetSuite.com/MONAHAN. Want to do more and spend less like Uber, 8x8, and Databricks Mosaic? Take a free test drive of OCI at oracle.com/MONAHAN. Get 10% off your first Mitopure order at timeline.com/CONFIDENCE. Get 15% off your first order when you use code CONFIDENCE15 at checkout at jennikayne.com. Call my digital clone at 201-897-2553!  Visit heathermonahan.com Sign up for my mailing list: heathermonahan.com/mailing-list/  Overcome Your Villains is Available NOW! Order here: https://overcomeyourvillains.com  If you haven't yet, get my first book Confidence Creator Follow Heather on Instagram & LinkedIn Dr. Gail on Website & ⁠Twitter