Podcasts about deploying

Aishwarya Naresh Reganti and Kiriti Badam have helped build and launch more than 50 enterprise AI products across companies like OpenAI, Google, Amazon, and Databricks. Based on these experiences, they've developed a small set of best practices for building and scaling successful AI products. The goal of this conversation is to save you and your team a lot of pain and suffering.We discuss:1. Two key ways AI products differ from traditional software, and why that fundamentally changes how they should be built2. Common patterns and anti-patterns in companies that build strong AI products versus those that struggle3. A framework they developed from real-world experience to iteratively build AI products that create a flywheel of improvement4. Why obsessing about customer trust and reliability is an underrated driver of successful AI products5. Why evals aren't a cure-all, and the most common misconceptions people have about them6. The skills that matter most for builders in the AI era—Brought to you by:Merge—The fastest way to ship 220+ integrations: https://merge.dev/lennyStrella—The AI-powered customer research platform: https://strella.io/lennyBrex—The banking solution for startups: https://www.brex.com/product/business-account?ref_code=bmk_dp_brand1H25_ln_new_fs—Transcript: https://www.lennysnewsletter.com/p/what-openai-and-google-engineers-learned—My biggest takeaways (for paid newsletter subscribers): https://www.lennysnewsletter.com/i/183007822/referenced—Get 15% off Aishwarya and Kiriti's Maven course, Building Agentic AI Applications with a Problem-First Approach, using this link: https://bit.ly/3V5XJFp—Where to find Aishwarya Naresh Reganti:• LinkedIn: https://www.linkedin.com/in/areganti• GitHub: https://github.com/aishwaryanr/awesome-generative-ai-guide• X: https://x.com/aish_reganti—Where to find Kiriti Badam:• LinkedIn: https://www.linkedin.com/in/sai-kiriti-badam• X: https://x.com/kiritibadam—Where to find Lenny:• Newsletter: https://www.lennysnewsletter.com• X: https://twitter.com/lennysan• LinkedIn: https://www.linkedin.com/in/lennyrachitsky/—In this episode, we cover:(00:00) Introduction to Aishwarya and Kiriti(05:03) Challenges in AI product development(07:36) Key differences between AI and traditional software(13:19) Building AI products: start small and scale(15:23) The importance of human control in AI systems(22:38) Avoiding prompt injection and jailbreaking(25:18) Patterns for successful AI product development(33:20) The debate on evals and production monitoring(41:27) Codex team's approach to evals and customer feedback(45:41) Continuous calibration, continuous development (CC/CD) framework(58:07) Emerging patterns and calibration(01:01:24) Overhyped and under-hyped AI concepts(01:05:17) The future of AI(01:08:41) Skills and best practices for building AI products(01:14:04) Lightning round and final thoughts—Referenced:• LevelUp Labs: https://levelup-labs.ai/• Why your AI product needs a different development lifecycle: https://www.lennysnewsletter.com/p/why-your-ai-product-needs-a-different• Booking.com: https://www.booking.com• Research paper on agents in production (by Matei Zaharia's lab): https://arxiv.org/pdf/2512.04123• Matei Zaharia's research on Google Scholar: https://scholar.google.com/citations?user=I1EvjZsAAAAJ&hl=en• The coming AI security crisis (and what to do about it) | Sander Schulhoff: https://www.lennysnewsletter.com/p/the-coming-ai-security-crisis• Gajen Kandiah on LinkedIn: https://www.linkedin.com/in/gajenkandiah• Rackspace: https://www.rackspace.com• The AI-native startup: 5 products, 7-figure revenue, 100% AI-written code | Dan Shipper (co-founder/CEO of Every): https://www.lennysnewsletter.com/p/inside-every-dan-shipper• Semantic Diffusion: https://martinfowler.com/bliki/SemanticDiffusion.html• LMArena: https://lmarena.ai• Artificial Analysis: https://artificialanalysis.ai/leaderboards/providers• Why humans are AI's biggest bottleneck (and what's coming in 2026) | Alexander Embiricos (OpenAI Codex Product Lead): https://www.lennysnewsletter.com/p/why-humans-are-ais-biggest-bottleneck• Airline held liable for its chatbot giving passenger bad advice—what this means for travellers: https://www.bbc.com/travel/article/20240222-air-canada-chatbot-misinformation-what-travellers-should-know• Demis Hassabis on LinkedIn: https://www.linkedin.com/in/demishassabis• We replaced our sales team with 20 AI agents—here's what happened | Jason Lemkin (SaaStr): https://www.lennysnewsletter.com/p/we-replaced-our-sales-team-with-20-ai-agents• Socrates's quote: https://en.wikipedia.org/wiki/The_unexamined_life_is_not_worth_living• Noah Smith's newsletter: https://www.noahpinion.blog• Silicon Valley on HBO Max: https://www.hbomax.com/shows/silicon-valley/b4583939-e39f-4b5c-822d-5b6cc186172d• Clair Obscur: Expedition 33: https://store.steampowered.com/app/1903340/Clair_Obscur_Expedition_33/• Wisprflow: https://wisprflow.ai• Raycast: https://www.raycast.com• Steve Jobs's quote: https://www.goodreads.com/quotes/463176-you-can-t-connect-the-dots-looking-forward-you-can-only—Recommended books:•  When Breath Becomes Air: https://www.amazon.com/When-Breath-Becomes-Paul-Kalanithi/dp/081298840X• The Three-Body Problem: https://www.amazon.com/Three-Body-Problem-Cixin-Liu/dp/0765382032• A Fire Upon the Deep: https://www.amazon.com/Fire-Upon-Deep-Zones-Thought/dp/0812515285—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. To hear more, visit www.lennysnewsletter.com

In this powerful sermon, Archbishop Nicholas Duncan-Williams delivers a timely reminder that the battles we face in life are not merely physical or emotional; they are spiritual. Drawing from 2 Corinthians 10:4, he teaches that the weapons God has given us are not carnal, but divinely empowered to pull down strongholds and sustain us through life's fiercest challenges. Archbishop Duncan-Williams urges believers to rely daily on God's spiritual arsenal: the Word of God, the Name of Jesus, the Blood of the Lamb, and the language of the Spirit. These are not symbolic tools, but living, active weapons that release authority, protection, and victory when exercised in faith. Using Matthew 4 as a model, he explains how Jesus Himself defeated Satan—not by argument or emotion, but by refusing the enemy's lies and responding with Scripture. In the same way, believers are called to stand firm, resist deception, and enforce God's truth in every season. The message concludes with a profound call to cultivate gratitude as a spiritual weapon. Rooted in Ephesians 6:17, Archbishop teaches that thanksgiving strengthens our faith, steadies our hearts, and keeps us positioned for victory even in adversity.

Award-winning children's author Ross Montgomery wrote a killer read for grownups after getting inspired by Halley's comet trip over Cornwall in 1910. Deploying the humor and criminal elements he gleaned from watching Clue as a kid, The Murder at World's End delivers a plot twister of a mystery when servants and family members and scientists and lunatics converge at Tithe Hall in anticipation of the apocalypse. Ross discusses his passion for obscure history, the pleasure he got writing for an adult audience (no censoring the swear words!), and the challenges he faced while devising a locked-room mystery from a servant's POV. Bonus: insights into his favorite and most despised characters (and who inspired them!) and a sneak peek at what's next for Miss Decima Stockingham and Stephen Pike. Learn more about Guest Ross Montgomery: http://rossmontgomery.co.uk/ Learn more about Host Melissa Westemeier: https://www.melwestemeier.com/

The first thing we need to understand is what profit is. Then we need to know what profit is for. Once we have that vision in place we can maintain our motivation over the long hall for sustainable growth. Josh Kerpan joins us once again to talk about the steps to developing that vision as well as a new program he has launched to help people remain accountable to take action on the vision for our business.Thanks to our Studio Sponsor, Understanding Ag!Head over to UnderstandingAg.com to book your consultation today!Sponsor:RogueFoodConference.com (Use Code Cows30 $30 off your ticket)Relevant Links:Burnout to Breakthrough: The Freedom BlueprintKaizen Solutions - 100x Breakthrough

Want to build your own website but don't know how to code? This episode is for you.Join JJ and Bubble expert Gio as they show how beginners can use AI-powered tools to design, build, and launch a personal website from scratch — for free.You'll learn how Vibe Coding works, how AI can help you write and edit code, and how tools like Cursor make building websites feel approachable, even if you've never coded before. JJ also shares his own journey from no-code tools to AI-assisted development, showing how anyone can level up their skills.By the end, you'll understand how to preview your site locally, save your work with GitHub, and deploy a live website on the internet — all with AI helping every step of the way.Perfect for students, creators, and curious beginners who want to build real projects using AI.What you'll learn:• What “Vibe Coding” is and why it's beginner-friendly• How AI helps you write, edit, and understand code • How to preview your website before publishing• How to host a personal website for free• How no-code and AI tools work togetherTimestamps:00:00 What is Vibe Coding?00:33 Gio's experience getting started03:59 Intro to GitHub (no stress)06:04 Creating and managing projects13:34 Using Cursor to build locally16:00 Editing and previewing with AI26:18 Deploying with Cloud tools28:30 Publishing your site live32:16 No-code vs AI-assisted building41:50 Where AI and no-code are headed48:10 Final thoughts + course update

In this mashup replay episode, industry experts Ryan Schreiber and Bill Holaday cut through the hype around AI and automation in logistics and trucking, focusing on where real, measurable value is actually created! They explore why many companies only achieve incremental gains due to poor strategy, messy data, and weak integrations, and how both brokers and fleets, especially smaller operators, can unlock outsized returns by automating core operational workflows such as billing, compliance, document processing, and track & trace! These conversations provide you with practical guidance on implementing AI with purpose, improving productivity, strengthening cash flow and driver retention, validating vendor claims, and making technology investments that deliver lasting efficiency, accuracy, and scalable growth. Stay tuned!   Watch the FULL episodes on YouTube: https://www.youtube.com/watch?v=GQ3apB6NWWs https://www.youtube.com/watch?v=rjnPXCLo-Wg   Connect with Ryan Website: https://metafora.net/  LinkedIn: https://www.linkedin.com/in/ryan-schreiber/  Email: rschreiber@metafora.net   Connect with Bill Website: https://ebeships.com/  Email: billh@ebe-inc.com  LinkedIn: https://www.linkedin.com/in/bill-holaday-8a70814  

PREVIEW ROCKET LAB OUTPERFORMS RUSSIA IN LAUNCH NUMBERS Colleague Bob Zimmerman. Bob Zimmerman highlights Rocket Lab's success, noting the private company is outperforming Russia in launch numbers. He describes a recent mission deploying "pizza pie" shaped satellites for the Space Force. These flat discs allow efficient packing and aerodynamic testing in lower orbits, showcasing the effectiveness of commercial space innovation.1950

Minority in Parliament says the government's decision to deploy troops to Jamaica for reconstruction following a hurricane that destroyed public and private infrastructure in the country is completely unnecessary

PREVIEW: Bob Zimmerman details SpaceX's potential 2026 IPO, intended to fund an "insane" Starship flight rate and ambitious projects like Moon Base Alpha and Mars missions. The capital would also support deploying AI data centers in space, cementing SpaceX's role as the effective leader of the American space program.

America is racing to build the infrastructure for an AI-powered economy. But as this generational investment accelerates, a critical question emerges: Are organizations truly ready to deploy AI at scale? While AI is everywhere in headlines, enterprise readiness remains uneven. Many companies are experimenting with AI, but far fewer have the data quality, governance structures, workforce skills, or sector-specific frameworks needed to adopt it responsibly and effectively. The gap between infrastructure and real-world deployment is growing — and closing it will determine whether AI strengthens competitiveness and expands opportunity across the economy. In this episode, guest host Brie Sachse, Senior Vice President & Head of Government Affairs for Siemens USA, sits down with Victoria Espinel, President & CEO of the Business Software Alliance (BSA), to explore how AI can be responsibly integrated across every sector of the economy. Together, they discuss what it takes to accelerate AI adoption in ways that strengthen competitiveness, expand opportunity, and build public trust. Victoria shares insights from BSA's global work on AI and digital transformation, while Brie discusses the strong benefits of AI adoption across all sectors of industry, where AI meets the physical world. Both Brie and Victoria reflect on how policymakers, employers, and technology leaders can work together to ensure AI provides benefits to organizations of all sizes. This episode offers a practical, optimistic look at the future of AI and why readiness, not hype, is the key to unlocking America's AI advantage.

The last of the National Guard troops deployed to L.A. by President Trump earlier this year made a quiet exit over the weekend. This follows the most recent ruling by a panel of judges on the 9th Circuit Court of Appeals last Friday. For more, KCBS anchor Rebecca Goodeyon spoke with KCBS Insider Phil Matier.

Thursday, December 11th, 2025Today, the Pentagon considered sending boat strike survivors to CECOT to hide from US courts; Judge Breyer blocks Trump from deploying the California National Guard; Miami elects its first woman mayor and the first Democrat since the 90s; Democrats flip a Georgia state house seat Republicans won by 22 points last time; the DOJ responded to my Epstein files lawsuit arguing that there's not any public interest in the Epstein case; the US plans to scrutinize visitors' social media; Kushner and the Saudis are backing a hostile takeover of Warner Brothers for Paramount Skydance; Federal prosecutors in Chicago say a U.S. Customs and Border Protection officer committed multiple “gunpoint sexual assaults”; and Allison and Dana deliver and your Good News.Thank You, HomeChefFor a limited time, get 50% off and free shipping for your first box PLUS free dessert for life! http://HomeChef.com/DAILYBEANS. Must be an active subscriber to receive free dessert.Subscribe to the MSW YouTube Channel - https://www.youtube.com/@MSWMediaPodsStoriesJudge Dismantles Trump's Legal Argument for Deploying the National Guard|Allison Gillhttps://www.muellershewrote.com/p/judge-dismantles-trumps-legal-argumentKushner and Saudis back hostile takeover of Hollywood giant|Popular Informationhttps://popular.info/p/kushner-and-saudis-back-hostile-takeoverO'Hare-based Border Protection officer sexually abused, robbed women at gunpoint, indictment claims|Chicago Sun Timeshttps://chicago.suntimes.com/immigration/2025/12/09/ohare-based-border-patrol-officer-sexually-abused-robbed-women-in-2022-indictment-claimsInside the Pentagon's Scramble to Deal With Boat Strike Survivors|NYThttps://www.nytimes.com/2025/12/09/us/politics/pentagon-boat-strike-survivors.htmlU.S. Plans to Scrutinize Foreign Tourists' Social Media History|NYThttps://www.nytimes.com/2025/12/09/travel/social-media-tourists-visa-border-patrol.htmlNEW: DOJ Responded to Our Epstein Training Materials Motion, Arguing There's No Public Interest|Allison Gill|The Breakdownhttps://www.muellershewrote.com/p/new-doj-responded-to-our-epsteinMiami elects first woman mayor, marking first win by Democrat in 28 years|POLITICOhttps://www.politico.com/news/2025/12/09/miami-elects-first-woman-mayor-ends-gops-28-year-control-of-city-hall-00683878Good Trouble - https://near.tl/sm/ik-ZushRaOn December, 10th, 2025, articles of impeachment against Health and Human Services Secretary RFK Jr were introduced in the House of Representatives by Representative Haley Stevens from Michigan's 11th congressional district. The quack is endangering the health of so many residents, and he's got to go!Stand Up For Science is supporting the action, and trying to mobilise pressure to collect 218 votes.You can find an easy-to-follow action manual under the link.https://www.standupforscience.net/impeach-rfkjrFrom The Good NewsDemocrats notch gains in another state-level special election|NBC Newshttps://www.nbcnews.com/politics/elections/democrats-gains-state-level-special-electioon-georgia-rcna248358http://publichealth.lacounty.gov/hccp/medicalDebt/relieve.htmhttps://unduemedicaldebt.orghttps://singingtreepottery.myshopify.comamandaschultz.com/adopt - Brooklyn, NY→Go To https://DailyBeansPod.com Click on ‘Good News and Good Trouble' to Share YoursOur Donation Linkshttps://www.nationalsecuritylaw.org/donate, https://secure.actblue.com/donate/msw-bwc, http://WhistleblowerAid.org/beansJoin Dana and The Daily Beans and support on Giving Tuesdayhttp://onecau.se/_ekes71Federal workers - email AG at fedoath@pm.me and let me know what you're going to do, or just vent. I'm always here to listen. Dr. Allison Gill - https://www.muellershewrote.com, https://bsky.app/profile/muellershewrote.com, https://instagram.com/muellershewrote, https://www.youtube.com/@MSWMediaPodsDana Goldberg - https://bsky.app/profile/dgcomedy.bsky.social, https://www.instagram.com/dgcomedy, https://www.facebook.com/dgcomedy, https://danagoldberg.comMore from MSW Media - https://mswmedia.com/shows, Cleanup On Aisle 45 pod, https://www.muellershewrote.comReminder - you can see the pod pics if you become a Patron. The good news pics are at the bottom of the show notes of each Patreon episode! That's just one of the perks of subscribing! patreon.com/muellershewrote Listener Survey:http://survey.podtrac.com/start-survey.aspx?pubid=BffJOlI7qQcF&ver=shortFollow the Podcast on Apple:https://apple.co/3XNx7ckWant to support the show and get it ad-free and early?https://patreon.com/thedailybeanshttps://dailybeans.supercast.com/https://apple.co/3UKzKt0 Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Joyce Huang expects one rate cut next year, saying there's a chance inflation could spike if it cuts too much. “Rates are likely to remain rangebound,” she adds, and highlights opportunities in the short end of the curve. Joyce still likes the tech sector and sees momentum in its rally, however she thinks there could be more volatility as the AI thesis continues to be tested. Joyce looks at the record amounts still in money markets and similar products and argues why she thinks cash will be deployed back into markets in early 2026.======== Schwab Network ========Empowering every investor and trader, every market day.Options involve risks and are not suitable for all investors. Before trading, read the Options Disclosure Document. http://bit.ly/2v9tH6DSubscribe to the Market Minute newsletter - https://schwabnetwork.com/subscribeDownload the iOS app - https://apps.apple.com/us/app/schwab-network/id1460719185Download the Amazon Fire Tv App - https://www.amazon.com/TD-Ameritrade-Network/dp/B07KRD76C7Watch on Sling - https://watch.sling.com/1/asset/191928615bd8d47686f94682aefaa007/watchWatch on Vizio - https://www.vizio.com/en/watchfreeplus-exploreWatch on DistroTV - https://www.distro.tv/live/schwab-network/Follow us on X – https://twitter.com/schwabnetworkFollow us on Facebook – https://www.facebook.com/schwabnetworkFollow us on LinkedIn - https://www.linkedin.com/company/schwab-network/About Schwab Network - https://schwabnetwork.com/about

Magoo & Scrooge BH Sales Kennel Kelp Holistic Healing Hour Podcast "Visualizing Wellness: A Holistic Journey with Grandpa Bill" #SpotifyWellness, #HolisticLiving, #VisualHealing, #GrandpaBill,1.In this adaptation, how does Ebenezer Magoo-Scrooge differ from the traditional Dickens character at the beginning of the story?A.He is already a generous philanthropist giving millions to charity.B.He is a scientist obsessed with experiments.C.He is a miser who refuses to spend a single penny.D.He is a poor man struggling to make ends meet.Think about his interaction with Lumen regarding the Christmas hampers and donations.1.In this adaptation, how does Ebenezer Magoo-Scrooge differ from the traditional Dickens character at the beginning of the story?A.He is already a generous philanthropist giving millions to charity.B.He is a scientist obsessed with experiments.C.He is a miser who refuses to spend a single penny.D.He is a poor man struggling to make ends meet.Think about his interaction with Lumen regarding the Christmas hampers and donations3.Who represents the Ghost of Christmas Past, and what concept do they embody?A.His Mother; Family values.B.Queen Victoria; Imperial History.C.Florence Nightingale; Nursing and Care.D.Madame Curie; Foundational Science.She glows with the light of a specific radioactive element she discovered4.According to Madame Curie, why is 'simple charity' insufficient?A.It is too expensive to maintain long-term.B.it does not generate enough publicity.C.It makes the recipients lazy.D.It fixes the immediate injury but not the systemic flaw in knowledge.Think about the difference between treating a cut and understanding the machine that caused the cut.5.Who is the Ghost of Christmas Present and what is his main lesson?A.Santa Claus; Generosity should be anonymous.B.A News Anchor; Information must be unbiased.C.A Union Leader; Workers must unite.D.P.T. Barnum; Systemic justice requires spectacle and engagement.This ghost is associated with the 'Greatest Show on Earth'.6.What does P.T. Barnum suggest Magoo-Scrooge do with his resources?A.Create a media spectacle to shift policy and public will.B.Invest quietly in blue-chip stocks.C.Build more circuses for entertainment.D.Run for political office.He wants to turn justice into the 'Main Event' to influence lawmakers.7.Who is the Ghost of Christmas Yet to Come?A.An elderly environmentalist.B.Adah, a college freshman and Java expert.C.A futuristic robot.D.The Grim Reaper.She carries a laptop and represents the digital youth.8.What is the 'Structural Secret' advocated by the Ghost of Christmas Yet to Come?A.Deploying secure, scalable, autonomous systems like open-source models.B.Waiting for the future to fix itself.C.Banning all technology to return to nature.D.Asking the government to take over all charity.Think about modern tech buzzwords like 'blockchain', 'open-source', and 'scalability'.9.What is the name of the new institution Magoo-Scrooge founds?A.The Global Circus of Science.B.The Magoo-Scrooge Institute for Foundational Structural Change.C.The Ebenezer Benevolence Society.D.The Christmas Spirit Foundation.The name combines his identity with the core concept of fixing the system's roots.10.How does the final ambition of Magoo-Scrooge evolve regarding the 'fish' analogy?A.From giving fish to teaching men to fish.B.From eating fish to becoming a vegetarian.C.From catching fish to buying a fish market.D.From giving fish to building a sustainable ocean.It's not just about the food (fish) or the skill (fishing), but the ecosystem itself.

This podcast is brought to you by Outcomes Rocket, your exclusive healthcare marketing agency. Learn how to accelerate your growth by going to⁠ outcomesrocket.com AI in healthcare only works when it respects real-world workflows, avoids clinical risk, and focuses on responsible automation. In this episode, Israel Krush, CEO and co-founder of Hyro, explains how agentic AI is transforming patient access and healthcare system operations by automating administrative tasks throughout the care journey. He illustrates how voice, chat, and SMS-based AI agents can streamline scheduling, address prescription questions, provide FAQs, and offer billing support, helping to fix the fragmented experiences U.S. patients often face. Israel emphasizes the importance of responsible AI, noting that while large language models understand language, they must be engineered to follow complex healthcare workflows, interpret real patient behavior patterns, and handle edge cases. He also discusses adoption challenges, the value of transparency and data visibility, and why leaders must approach AI-driven change with patience, communication, and clear expectations. Tune in to discover how workflow-aware AI agents can enhance the patient experience while boosting operational efficiency! Resources Connect with and follow Israel Krush on LinkedIn. Follow Hyro on LinkedIn and explore their website!

This episode examines a new CNA model that can help government officials optimally deploy unmanned systems, and how it overlaps with our existing tools. Guest Biographies Arpita Verma is an expert in optimization, modeling, and simulation in CNA's Data Science for Production Program. John Crissman is an expert in artificial intelligence (AI), machine learning (ML) and natural language processing in CNA's Center for Data Management Analytics. Rebekah Yang is an expert in artificial intelligence and machine learning (AI/ML) for FAA NextGen and a specialist in data visualization and modeling in CNA's Center for Data Management Analytics. Further Reading UAS Cooperative Airspace Traffic Simulation (UCATS) First Responder Awareness Monitoring during Emergencies (FRAME) 

Ben Ivers was four years old when he cut up some carrots and tried to sell them from a table in front of his house at the far end of the cul de sac. Fast forward a few decades and Ben is having much greater success selling marketing automation software. After a decade working at three companies in the industry, Ben co-founded Tenon, an Indianapolis company that helps teams collaborate on marketing campaigns and integrate with sales and customer service.Midwest Moxie's executive producer is Audrey Nowakowski. She produced this episode. Subscribe to Midwest Moxie wherever you get your podcasts. And if you love Midwest Moxie as much as we do, help us out by posting a review.

Send us a textWhy does it take three years to deploy a digital pathology tool that only took three weeks to build? That's the reality no one talks about—but every lab feels every time they deploy a new tool...In this episode, I sit down with Andrew Janowczyk, Assistant Professor at Emory University and one of the leading voices in computational pathology, to unpack the practical, messy, real-world truth behind deploying, validating, and accrediting digital pathology tools in the clinic.We walk through Andrew's experience building and implementing an H. pylori detection algorithm at Geneva University Hospital—a project that exposed every hidden challenge in the transition from research to a clinical-grade tool.From algorithmic hardening, multidisciplinary roles, usability studies, and ISO 15189 accreditation, to the constant tug-of-war between research ambition and clinical reality… this conversation is a roadmap for anyone building digital tools that actually need to work in practice.Episode Highlights[00:00–04:20] Why multidisciplinary collaboration is the non-negotiable cornerstone of clinical digital pathology deployment[04:20–08:30] Real-world insight: The H. pylori detection tool and how it surfaces “top 20” likely regions for pathologist review[08:30–12:50] The painful truth: Algorithms take weeks to build—but years to deploy, validate, and accredit[12:50–17:40] Why curated research datasets fail in the real world (and how to fix it with unbiased data collection)[17:40–23:00] Algorithmic hardening: turning fragile research code into production-ready clinical software[23:00–28:10] Why every hospital is a snowflake: no standard workflows, no copy-paste deployments[28:10–33:00] The 12 validation and accreditation roles every lab needs to define (EP, DE, QE, IT, etc.)[33:00–38:15] Validation vs. accreditation—what they are, how they differ, and when each matters[38:15–43:40] Version locking, drift prevention, and why monitoring is as important as deployment[43:40–48:55] Deskilling concerns: how AI changes perception and what pathologists need before adoption[48:55–55:00] Usability testing: why naive users reveal the truth about your UI[55:00–61:00] Scaling to dozens of algorithms: bottlenecks, documentation, and the future of clinical digital pathology and AI workflowsResources From This EpisodeJanowczyk & Ferrari: Guide to Deploying Clinical Digital Pathology Tools (discussed)Sectra Image Management System (IMS)Endoscopist deskilling risk after exposure to artificial intelligence in colonoscopy: a multicentre, observational study - PubMedDigital Pathology 101 (Aleksandra Zuraw)Key TakeawaysAlgorithm creation is the easy part—deployment is the mountain.Clinical algorithms require multidisciplinary ownership across 12 institutional roles.Real-world data is messy—and that's exactly why algorithms must be trained on it.No two hospitals are alike; every deployment requires local adaptation.Usability matters as much as accuracy—naive users expose real workflow constraints.PathoSupport the showGet the "Digital Pathology 101" FREE E-book and join us!

From November 26, 2024: Lawfare Editor-in-Chief Benjamin Wittes sits down with Chris Mirasola, Assistant Professor of Law at the University of Houston Law Center, to discuss the legal and practical considerations surrounding a president's ability to deploy the military at the U.S. southern border, particularly in light of President-elect Trump's recent endorsement of “declar[ing] a national emergency” in order to “use military assets” for “a mass deportation program.” They discuss the implications of a national emergency declaration for immigration enforcement, the existing legal framework and historical context, and concerns about using the National Guard in a law enforcement function. They also talk about the logistics of building detention facilities, the Insurrection Act as a significant legal tool that could expand military authority in domestic contexts, and more.For more on this topic, read Chris's recent Lawfare article, “How Can Trump Deploy the Military at the Southern Border?” You can watch a video version of this conversation here. To receive ad-free podcasts, become a Lawfare Material Supporter at www.patreon.com/lawfare. You can also support Lawfare by making a one-time donation at https://givebutter.com/lawfare-institute.Support this show http://supporter.acast.com/lawfare. Hosted on Acast. See acast.com/privacy for more information.

PREVIEW — Rick Fischer — Chinese Strategy to Break Out of the South China Sea and Defense Preparations in the Okinawa Chain. Fischer details potential Chinese operational plans for a breakout past Japan, which could involve deploying concealed tactical nuclear weapons to rapidly impose a blockade of regional shipping lanes. Japan and the U.S. are rapidly fortifying Yonaguni Island, located approximately 70 miles from Taiwan, into a forward air base. Both nations are conducting exercises establishing expeditionary refueling bases for F-35B fighters and plan to deploy THAAD missile systems to counter Chinese H-6 bombers. 1966

Deploying the Weapons of Our Warfare — A Sermon by Papa, Archbishop Nicholas Duncan-Williams In this enlightening episode, Papa dives deep into the spiritual weapons believers must identify and deploy to navigate the battlefield of life. Drawing on biblical truths and prophetic insight, he reveals how to: * Identify and activate the weapons God has given you for warfare * Use prayer, the Word of God, and corporate declarations to dismantle strongholds * Stand firm in spiritual authority, even when the enemy attacks with the 20 lies * Walk in supernatural victory, not just in theory but in everyday life Whether you feel under attack, powerless, or just want deeper spiritual understanding, this sermon will empower you to engage in battle with confidence, wisdom, and faith.

Trey Lauderdale is the CEO and Founder of Atomic Canyon, a company bringing artificial intelligence into the nuclear energy sector. Atomic Canyon recently deployed the first commercial on-site generative AI system at a U.S. nuclear facility. While AI's growth is creating massive demand for reliable, clean baseload power, Atomic Canyon explores the reverse question: does nuclear need AI just as much to solve workforce shortages and accelerate new reactor deployment? Trey's path to nuclear is unconventional. After building and selling a healthcare communications platform, he moved to San Luis Obispo and discovered he lived 10 miles from California's last nuclear plant. That proximity led to applying lessons from one highly regulated industry to another. In just two years, Trey has built partnerships with PG&E and Diablo Canyon, Oak Ridge National Laboratory, and Idaho National Laboratory, the kind of institutional relationships that typically take years to establish in the nuclear industry. Perhaps that speed says something about both the urgency of the problem and the credibility of the solution.Episode recorded on Aug 12, 2025 (Published on Nov 19, 2025)In this episode, we cover: [2:49] An overview of Atomic Canyon[04:45] Trey's  path from healthcare to nuclear [08:50] The myths vs reality of nuclear power plants[10:41] Understanding nuclear's administrative bottlenecks [12:14] How Trey started Atomic Canyon with no nuclear experience [17:59] Learning from Diablo leadership and facility[20:24] Deploying the first on-premise nuclear AI system[23:39] Security measures for data sets[29:23] Building NuclearBench with Idaho National Lab[32:02] Scaling from one plant to fleet-wide adoption[38:53] Where Atomic Canyon needs help [40:09] The company's funding to date Enjoyed this episode? Please leave us a review! Share feedback or suggest future topics and guests at info@mcj.vc.Connect with MCJ:Cody Simms on LinkedInVisit mcj.vcSubscribe to the MCJ Newsletter*Editing and post-production work for this episode was provided by The Podcast Consultant

The robotics industry is on the cusp of its own “GPT” moment, catalyzed by transformative research advances. Enter Memo, the first general-intelligence personal robot, focused on taking on your chores to give back your time. Sarah Guo sits down with Tony Zhao and Cheng Chi, co-founders of Sunday Robotics, to discuss the state of AI robotics. Tony and Cheng speak to the challenges they faced while developing their technology, the innovative glove system employed to scale real-world data collection, and the impact of diffusion policy and imitation learning. Plus, they talk about their 2026 in-home beta program and why personal robots are only a handful of years away from mass deployment. Sign up for new podcasts every week. Email feedback to show@no-priors.com Follow us on Twitter: @NoPriorsPod | @Saranormous | @EladGil | @tonyzzhao | @chichengcc | @sundayrobotics Chapters: 00:00 – Tony Zhao and Cheng Chi Introduction 00:56 – State of AI Robotics 02:11 – Deploying a Robot Pre-AI 03:13 – Impact of Diffusion Policy  04:29 – Role of ACT and ALOHA 07:02 – Imitation Learning - Enter UMI 10:38 – Introducing Sunday 11:57 – Sunday's Robot Design Philosophy 15:05 – Sunday's Shipping Timeline 19:02 – Scale of Sunday's Training Data 23:58 – Importance of Data Quality at Scale 24:56 – Technical Challenges 27:59 – When Will People Have Home Robots? 30:48 – Failures of Past Demos 32:34 – Sunday's Demos 36:53 – What Sunday's Hiring For 39:10 – Conclusion

Welcome back to Behind the Win. Today I'm joined by Aniza Brown. She started her career as a software engineer, went on to leadership roles at Hill Air Force Base, and is now shaping Utah's tech and defense innovation ecosystem. We'll talk about deploying innovation in government environments, fostering partnerships across academia, startups and industry, and overcoming resistance to change. And on a personal note, we'll hear how Aniza's own health challenges have shaped her leadership journey.

Starlink: Funding the Mars Vision through LEO Constellations. Eric Berger discusses Starlink, a constellation of Low Earth Orbit satellites designed to fund Musk's Mars vision. While the idea wasn't new, deploying thousands of satellites for global internet was previously viewed as impractical due to manufacturing and launch rate limitations. Starlink, now highly successful with about 7,000 operational satellites, minimizes lag compared to geostationary systems like Iridium. This revenue stream is critical to supporting the company's goals, although the work environment demands extreme dedication from employees who often sacrifice personal lives. Guest: Eric Berger.

In this episode of the AI Agent & Copilot Podcast, John Siefert hosts Jeff Miller, Vice President, Americas, LS Retail, for a discussion on LS Retail's position in its industry, how it supports organizations across the globe, integrating AI, and upcoming projects.Key TakeawaysAbout the company: LS Retail has been a leader in its industry from an ISV perspective. The company has been in the ecosystem for about 30 years, focusing on software development in the retail market. There are over 110,000 retail locations using LS Retail in their stores. "We come to a market with what we call 'composable solution,' so I can build building blocks, depending on a retailer's need, that can do everything from run the entire enterprise of a retail business, simply down to a point-of-sale solution that integrates into the rest of the retailer solution stack," Miller explains.Global use: One of LS Retail's specialties is creating the localization and fiscalizations that organizations need to operate across different countries. Every country manages aspects of business, like taxes, a little bit differently. Between LS Retail and its partners, they have done the work to make sure it operates in a way that companies conducting business in various countries can use the software in their stores around the world. Deploying in the Microsoft Cloud with Azure enables them to implement the software seamlessly.Partner network: Operating at a global scale also speaks to the power of LS Retail's business partner network. It has over 300 business partners globally who go through certification testing so they have a technical understanding of how to implement the software and support clients in their local communities.AI integration: "We really take in the whole idea of customer zero and being a frontier firm to heart," Miller says. Within LS Retail, there has been an emphasis on using Copilot and Copilot Studio not only from a development standpoint but also for automating the testing of code. Externally, LS Retail is part of Microsoft's program, "The Microsoft Red Carpet Club." They have been meeting to discuss ideas around agents and providing feedback to Microsoft about the future of products and code, as well as how it integrates with Dynamics products.Pharmacy agent: LS Retail recently announced a project at an event. One of the agents it has developed supports pharmacies in Europe. The company is working on co-innovation projects with pharmacy clients to develop an agent that manages tasks for them, like handling prescriptions and refills. LS Retail is looking at opportunities to expand this particular agent in Latin America as well. Visit Cloud Wars for more.

From November 6, 2024: For today's special episode, Lawfare General Counsel and Senior Editor Scott R. Anderson held a series of conversations with contributors to a special series of articles on “The Dangers of Deploying the Military on U.S. Soil” that Lawfare recently published on its website, in coordination with our friends at Protect Democracy.Participants include: Alex Tausanovitch, Policy Advocate at Protect Democracy; Laura Dickinson, a Professor at George Washington University Law School; Joseph Nunn, Counsel in the Liberty and National Security Program at the Brennan Center; Chris Mirasola, an Assistant Professor at the University of Houston Law Center; Mark Nevitt, a Professor at Emory University School of Law; Elaine McCusker, a Senior Fellow at the American Enterprise Institute; and Lindsay P. Cohn, a Professor of National Security Affairs at the U.S. Naval War College. Together, they discussed how and why domestic deployments are being used, the complex set of legal authorities allowing presidents and governors to do so, and what the consequences might be, both for U.S. national security and for U.S. civil-military relations more generally.To receive ad-free podcasts, become a Lawfare Material Supporter at www.patreon.com/lawfare. You can also support Lawfare by making a one-time donation at https://givebutter.com/lawfare-institute.Support this show http://supporter.acast.com/lawfare. Hosted on Acast. See acast.com/privacy for more information.

Simon's live update for Natasha Devon's Saturday afternoon programme on the UK's LBC.

Tim and Tyler talk to Rob Hurlbut, Managing Partner and Co-Founder of Agriculture Capital, all about his learnings from over ten years investing in farmland. — This episode is presented by Corteva R&D.  — Links Agriculture Capital - https://agriculturecapital.com/ 

Nathan invited sales expert Kevin M. Downey to share his B2B lead generation problem. Kevin explains the difference between a Sales Rep and a Business Development Rep. Learn how he created a solution for businesses to stop relying on referrals and build a scalable system using cost-effective, full-time reps, including outsourcing to Latin America, to book more qualified calls for your business. Watch the full episode on YouTube.  Guest Name: Kevin Downey  Title: Strategic Advisor Company: Kevin M Downey Expertise: a sales consultant running a premier recruitment firm providing a faster path to high-performing sales and business development reps. Website: https://www.kevinmdowney.com/ Social: https://www.linkedin.com/in/kevinmdowney/ Watch the LTM Podcast Shorts playlist. Watch the The Entrepreneur Grind playlist.  

Agents can become essential team members at any organization—if they're deployed thoughtfully. In this episode, Pascal Bornet joins host Molly Wood to share practical frameworks for helping leaders design and implement agentic AI, run high-impact pilots, and build the human skills—creativity, critical thinking, and social authenticity—that set Frontier Firms apart. Bornet is a coauthor of the recent book Agentic Artificial Intelligence: Harnessing AI Agents to Reinvent Business, Work and Life. Show Notes: WorkLab | Subscribe to the WorkLab newsletter 

Agents can become essential team members at any organization—if they're deployed thoughtfully. In this episode, Pascal Bornet joins host Molly Wood to share practical frameworks for helping leaders design and implement agentic AI, run high-impact pilots, and build the human skills—creativity, critical thinking, and social authenticity—that set Frontier Firms apart. Bornet is a coauthor of the recent book Agentic Artificial Intelligence: Harnessing AI Agents to Reinvent Business, Work and Life. Show Notes: WorkLab | Subscribe to the WorkLab newsletter 

Engaging Episode Description Protocol C.R.A.Z.Y – Comedy wRiting And Zany…Yep! 10-4. Protocol fully engaged. Deploying tactical laugh gas and precision funny bone homing missiles. Target is median age 45 information technology administrator with generalized anxiety disorder and compulsion to eat spicy chips. Reports indicate this episode could be the one that turns it around for them. So let's make it count, boys. On my mark. 3…2…1 (Steven Tyler voice) Just push play! Oh yeah!Music for YKS is courtesy of Howell Dawdy, Craig Dickman, Mr. Baloney, and Mark Brendle. Additional research by Zeke Golvin. YKS is edited by Producer Dan. Social Media by Maddalena Alvarez.Executive Producer Tim Faust (@crulge)Miketober 666 continues on YKS Premium! Go to hell…for just $5/mo! Follow us on Instagram: @YKSPod, TikTok: YourKickstarterSucks and subscribe to our YouTube channel for more video stuff! Wow, 2025 is lit!! Gift subscriptions to YKS Premium are now available at Patreon.com/yourkickstartersucks/giftSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

In this episode of The AI Workplace podcast series, Sam Sedaei (associate, Chicago) is joined by Simone Francis (Office Managing Shareholder, St. Thomas; shareholder, New York) to unpack what AI notetakers are and the legal risks they raise at work, including all‑party consent, privacy and notice obligations, privilege and trade secrets, NLRA considerations, transcript access/retention, and litigation holds. The speakers also discuss vendor due diligence, limits on training data, security controls, and how to craft clear, balanced policies tailored to different use cases and audiences.

In this episode of The PDB Afternoon Bulletin:   As the ceasefire in Gaza takes effect, Washington confirms it's sending 200 U.S. troops to Israel—not for combat, but to help oversee the peace process and coordinate humanitarian relief.   Later in the show—the Nobel Peace Prize didn't go to President Trump, but the winner might still make him smile. We'll explain why Venezuelan opposition leader María Corina Machado's victory aligns closely with his administration's foreign policy in Latin America.   To listen to the show ad-free, become a premium member of The President's Daily Brief by visiting https://PDBPremium.com.   Please remember to subscribe if you enjoyed this episode of The President's Daily Brief.   YouTube: youtube.com/@presidentsdailybrief Learn more about your ad choices. Visit megaphone.fm/adchoices

The show also took a serious turn with news that a federal judge blocked the National Guard from deploying in Portland, following rising tensions around immigration raids and local protests. See omnystudio.com/listener for privacy information.

The Rickey Smiley Morning Show Podcast dives into a mix of pop culture, celebrity updates, and real-world news, keeping listeners both entertained and informed. The crew kicked things off with reports that Chris Brown’s Memphis “Breezy Bowl” show was suddenly canceled, disappointing fans who had waited months to see him perform. Meanwhile, Ayesha Curry opened up about never planning to be a wife or mother, sparking a heated on-air debate about balancing personal goals and family life. The show also took a serious turn with news that a federal judge blocked the National Guard from deploying in Portland, following rising tensions around immigration raids and local protests. Website: https://www.urban1podcasts.com/rickey-smiley-morning-show See omnystudio.com/listener for privacy information.

    HEADLINE: Houthi Attacks Escalate: Targeting Shipping and Deploying Cluster Munitions GUEST NAME: Bridget Toomey 50 WORD SUMMARY: The Houthis struck a Netherlands-flagged cargo ship in the Gulf of Aden. The international community is quiet, as the Houthis interpret the US ceasefire as full permission to target Israel. They are also deploying cluster munition warheads on ballistic missiles against Israel. Houthi systems seem to be improving, penetrating Israeli defenses. CENTCOM considers the current US hands-off policy a strategic defeat. OTTOMANS

1. Federal Control of D.C. Police Trump invoked Section 740 of the D.C. Home Rule Act to place the D.C. police under federal control. He declared a public safety emergency, citing high crime rates including murder, carjackings, and assaults. Additional measures included: Reassigning FBI agents to nighttime patrols. Deploying the National Guard. Appointing a federal commissioner for the D.C. police. 2. Legal Justification The podcast outlines constitutional and statutory authority for Trump’s actions: Article I, Section 8, Clause 17 of the U.S. Constitution. D.C. Code Section 49-49 and the 1973 Home Rule Act. Reference to Posse Comitatus Act and DOJ opinions that D.C. is legally distinct from other cities. 3. Criticism of Democrats and Media Hosts argue that Democrats and mainstream media are unfairly criticizing Trump’s actions. They claim Democrats oppose law enforcement and support policies that increase crime (e.g., no cash bail). The podcast accuses the media of misrepresenting Trump’s actions as dictatorial. 4. Military Action Against Drug Cartels Trump reportedly authorized military force against cartels like MS-13 and Cartel de los Soles. The move is compared to Plan Colombia, a U.S. military initiative under President George W. Bush. The podcast suggests this could be a turning point in combating drug-related violence and trafficking. Please Hit Subscribe to this podcast Right Now. Also Please Subscribe to the 47 Morning Update with Ben Ferguson and the Ben Ferguson Show Podcast Wherever You get You're Podcasts. Thanks for Listening #seanhannity #hannity #marklevin #levin #charliekirk #megynkelly #tucker #tuckercarlson #glennbeck #benshapiro #shapiro #trump #sexton #bucksexton#rushlimbaugh #limbaugh #whitehouse #senate #congress #thehouse #democrats#republicans #conservative #senator #congressman #congressmen #congresswoman #capitol #president #vicepresident #POTUS #presidentoftheunitedstatesofamerica#SCOTUS #Supremecourt #DonaldTrump #PresidentDonaldTrump #DT #TedCruz #Benferguson #Verdict #justicecorrupted #UnwokeHowtoDefeatCulturalMarxisminAmericaYouTube: https://www.youtube.com/@VerdictwithTedCruzSee omnystudio.com/listener for privacy information.

Rachel Maddow cites example after example of Donald Trump going out of his way to help criminals, including some really terrible ones, so the idea that Trump's concerns about crime are behind his deployment of the National Guard in Washington, D.C. does not seem to hold water. Looking more closely at what Donald Trump has done instead of what he has said points to the more likely explanation that Trump really likes pointing the U.S. military at the American people.Meanwhile, Donald Trump and his health secretary Robert F. Kennedy Jr. have canceled hundreds of millions of dollars in funding for mRNA vaccine research, a move that has been widely panned by health experts across the political spectrum, including members of Trump's first administration.