Podcasts about poc

In this episode, we get an update on Anti-Amyloid therapies and ARIA, along with the new POC tool to help physicians navigate these therapeutics and how they may impact patients in the emergency department. We talk with Dr. Christina Shenvi who introduced us to ARIA earlier in the year and now we have more evidence and a POC tool. Supported by Eli Lilly, USA

Anthropic's Tobias Harrison Noonan shares the enterprise AI playbook: why coding leads to broader AI adoption, practical tips for getting started, and why you shouldn't wait for perfection.Topics Include:Tobias from Anthropic's Applied AI team discusses enterprise AI adoption trends and insights.Anthropic founded four years ago balancing AI safety mission with world's most intelligent models.Remarkable velocity: Claude 3.7 and Claude Code both shipped just in 2025 alone.Three-layer partnership: foundation models, enterprise capabilities, and end-user platforms like Claude Code.Anthropic leads in agentic coding for eighteen months, now number one enterprise AI market share.Claude Opus 4.5 launched last week, again tops software engineering benchmark for complex tasks.Claude Code enables thirty-hour autonomous coding sessions, ships features five times faster than before.Next frontier expands beyond coding into data-heavy knowledge work like financial and legal analysis.AI adoption maturity curve: employee workflows, internal processes, core products, then AI-native products.Thomson Reuters started with Claude Code for development team doing code modernization and refactoring.They expanded to Claude.ai for sales, marketing, and finance teams after seeing tangible ROI.Built Claude into core products including co-counsel legal platform and fraud prevention systems strategically.Today Thomson Reuters has eight different product lines powered by Claude across their portfolio.AWS partnership offers safe, secure, scalable deployment from POC to production in existing environments.Don't wait for perfection: AI today is dumbest it'll ever be, start prototyping now.Participants:Tobias Harrison-Noonan: Member of Technical Staff, AnthropicSee how Amazon Web Services gives you the freedom to migrate, innovate, and scale your software company at https://aws.amazon.com/isv/

In this episode of Point of Convergence, we celebrate 5 Years of PoC with a retrospective journey laying out the strange, profound, and ever more consequential revelations that have emerged in this quest for ultimate understanding.

In this episode of the Podcast of Champions hosts Ryan Abraham and David Woods are back to discuss the Oregon Ducks taking care of business against James Madison, advancing in the College Football Playoffs and putting three Big Ten programs into the quarterfinals. Dan Lanning and company jumped all over the Dukes early, but allowed 28 points in the second half including 14 in the final quarter that gave JMU the backdoor cover (much to the chagrin of our hosts). The guys look ahead to the rest of the Big Ten bowl games, previewing each of them and giving their picks against the spread. Northwestern, Minnesota, Penn State, Illinois, USC, Iowa, Michigan & Nebraska are all in action before the calendar turns to 2026. On New Year's Eve No. 2 Ohio State takes on No. 10 Miami in the Cotton Bowl and then on New Year's Day No. 5 Oregon faces No. 4 Texas Tech in the Orange Bowl and No. 1 Indiana faces No. 9 Alabama in the Rose Bowl. As always, they wrap up the podcast by answering listener email and live chat questions. For the video simulcasts of our POC please subscribe to your ⁠⁠⁠⁠⁠⁠⁠⁠YouTube channel⁠⁠⁠⁠⁠⁠⁠⁠! Please follow, give the POC a five-star rating and post a review on ⁠⁠⁠⁠⁠⁠⁠⁠Apple Podcasts⁠⁠⁠⁠⁠⁠⁠⁠ and ⁠⁠⁠⁠⁠⁠⁠⁠Spotify⁠⁠⁠⁠⁠⁠⁠⁠! ⁠⁠⁠⁠⁠⁠⁠⁠⁠You can bet all of the Big Ten games over at MyBookie! To learn more about listener data and our privacy practices visit: https://www.audacyinc.com/privacy-policy Learn more about your ad choices. Visit https://podcastchoices.com/adchoices

Its Christmas! Our 100th episode (wow!) pays homage to the STANDARD of epic POC protagonists - Afro Samurai.

Catching yourself rereading last year's VC emails while you're back in Silicon Valley is a pretty good way to realize how wild the last 12 months have been. Colin, Chuck, Canisius, and Todd break down how Collide AI is turning fast POCs into real production workflows, why change management is the actual moat, and how a stacked forward deployed team plus community driven distribution is setting up 2026 to be the year everything scales.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 00:00 Product market fit jokes and kickoff00:28 VC email flashback and velocity01:29 Forward deployed model and AI first mindset02:18 Sam Texas and AI coding shift04:04 What AI first actually means06:18 Not just podcast bros anymore07:00 AI breaks silos across the business08:21 Doglegs example and incentives09:57 Change management is the advantage10:18 Client story and regulatory filings win12:42 Selling outcomes not hype13:36 Building the FTE team and faster delivery16:24 AI strategy as workflow ROI first18:26 Grok as a thought partner and GPU cluster20:15 Shale revolution mindset parallel22:29 Recruiting, software DNA, and stacked team26:16 Content and community as a recruiting engine29:11 Distribution flywheel in the real world30:22 Team distribution vs product debate32:32 2026 is the scaling year34:02 Community platform finally clicking36:09 Building the community platform the hard way39:20 Scaling clients, POCs, and production41:09 Why mom and pops matter41:55 Energy demand tailwinds and macro impact44:44 One word answer for next year: scale45:20 POC to production cycle time focus47:12 Scaling tech, sales, and financing49:45 Moving at AI speed story50:14 Raising capital and building serious software52:56 Collide as the operator layer vision54:02 Gratitude and community over everythinghttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

What does the future of kink look like? Your Femdom hosts have some thoughts (of course we do!). Today, we explore how technology, psychology and a growing desire for authentic connection are reshaping the landscape of Distance Domination, phone sex, and personal power exchange.The conversation kicks off with the elephant in the room: Artificial Intelligence. While AI is transforming adult content, we dissect why it will amplify, not replace, the demand for genuine human connection. The future belongs to bespoke sessions where smart, sexy conversations create a nuanced and deeply intellectual power dynamic. This leads us to the rise of conscious kink—a significant shift from purely physical acts to focusing on the entire emotional and psychological arc of a session, emphasizing mutual growth and healing.We delve into specific, evolving practices within our niches.For those interested in feminization and sissy training, the narrative is expanding. It's moving beyond humiliation into a holistic form of self-care, a curated journey of aesthetic refinement and becoming one's most authentic self.For cock control enthusiasts, we explore the growing popularity of post-orgasm control (POC), which leverages the vulnerable period after climax for deepening training, affirmation, and connection.We also discuss trends for managing modern life's stresses. Look for micro-submission to become a tool for stress management, where small, consensual acts of surrender provide structure and relief from burnout. Furthermore, gamified surrender will turn obedience into a compelling, personalized quest for a Dominant's approval.The episode also covers insights from sexologist Sofie Roos on the importance of communication and what happens as sex becomes less taboo. We examine the exciting emergence of neurodivergent-affirming kink, creating scenes that thoughtfully accommodate sensory sensitivities and communication styles. This episode is for anyone involved in Femdom, GFE, or anyone curious about the future of BDSM and kink. It's a conversation about connection, intelligence, and the evolving art of domination.If our discussion sparks your curiosity about a personalized journey, we'd love to get to know you better. We both offer private phone sex and text sessions designed for real, transformative connection. If you're new to this world, visit the 'NEW HERE?' page on Mistress Olivia's blog, Experienced Mistress, for a gentle introduction to the process.What trends are you seeing? We'd love to hear your thoughts. Remember, while technology like AI is here to stay, it will never replace the intimacy and power of a genuine, human-led dynamic. It only gives us more sophisticated tools to master your mind and command your surrender.DISCORD: LDWOlivia and LDWErikaMistress Olivia's blog: Experienced MistressOlivia@EnchantrixEmpire.comMistress Erika's blog: Intelligent Phone FantasyErika@EnchantrixEmpire.com

Dans cet épisode exceptionnel du podcast Connected Mateenregistré en direct sur TikTok, PPC a réuni quelques mates pour un grand débrief de l'année IA.Autour du micro :• Charles Nastorg, assembleur de bulles et de business dans le B2B,• Christian Belala, chef d'orchestre de la protection des données,• Aty, experte en rien et touche-à-tout du digital,• Jean-Emmanuel Séré, designer qui met de l'humain dans les choses de la vie,• Hubert Kratiroff, professeur d'économie numérique.Ensemble, ils revisitent les quatre thèmes forts de l'année :IA et société : adoption massive, résistance farouche, fracture cognitive.IA et création : explosion de la créativité assistée… mais à quel prix ?IA et business : illusions, promesses tenues et POC à répétition.IA et futur : que nous réserve 2026 ? Une IA omniprésente, plus invisible, plus agissante ?Une discussion riche, sans langue de bois, nourrie d'exemples concrets, de tensions, de visions opposées et d'un humour bienveillant qui fait du bien. Un épisode essentiel pour prendre de la hauteur, anticiper les mutations à venir et comprendre ce qui, dans cette année 2025, a déjà tout changé.

In this episode of the Podcast of Champions hosts Ryan Abraham and David Woods talk about Washington's blowout victory over Boise State in the L.A. Bowl, and then preview the matchup between James Madison and Oregon in the first round of the Playoffs tomorrow. As always, they wrap up the podcast by answering listener email and live chat questions. For the video simulcasts of our POC please subscribe to your ⁠⁠⁠⁠⁠⁠⁠YouTube channel⁠⁠⁠⁠⁠⁠⁠! Please follow, give the POC a five-star rating and post a review on ⁠⁠⁠⁠⁠⁠⁠Apple Podcasts⁠⁠⁠⁠⁠⁠⁠ and ⁠⁠⁠⁠⁠⁠⁠Spotify⁠⁠⁠⁠⁠⁠⁠! ⁠⁠⁠⁠⁠⁠⁠⁠You can bet all of the Big Ten games over at MyBookie! To learn more about listener data and our privacy practices visit: https://www.audacyinc.com/privacy-policy Learn more about your ad choices. Visit https://podcastchoices.com/adchoices

Datawizz is pioneering continuous reinforcement learning infrastructure for AI systems that need to evolve in production, not ossify after deployment. After building and exiting RapidAPI—which served 10 million developers and had at least one team at 75% of Fortune 500 companies using and paying for the platform—Founder and CEO Iddo Gino returned to building when he noticed a pattern: nearly every AI agent pitch he reviewed as an angel investor assumed models would simultaneously get orders of magnitude better and cheaper. In a recent episode of BUILDERS, we sat down with Iddo to explore why that dual assumption breaks most AI economics, how traditional ML training approaches fail in the LLM era, and why specialized models will capture 50-60% of AI inference by 2030. Topics Discussed Why running two distinct businesses under one roof—RapidAPI's developer marketplace and enterprise API hub—ultimately capped scale despite compelling synergy narratives The "Big Short moment" reviewing AI pitches: every business model assumed simultaneous 1-2 order of magnitude improvements in accuracy and cost Why companies spending 2-3 months on fine-tuning repeatedly saw frontier models (GPT-4, Claude 3) obsolete their custom work The continuous learning flywheel: online evaluation → suspect inference queuing → human validation → daily/weekly RL batches → deployment How human evaluation companies like Scale AI shift from offline batch labeling to real-time inference correction queues Early GTM through LinkedIn DMs to founders running serious agent production volume, working backward through less mature adopters ICP discovery: qualifying on whether 20% accuracy gains or 10x cost reductions would be transformational versus incremental The integration layer approach: orchestrating the continuous learning loop across observability, evaluation, training, and inference tools Why the first $10M is about selling to believers in continuous learning, not evangelizing the category GTM Lessons For B2B Founders Recognize when distribution narratives mask structural incompatibility: RapidAPI had 10 million developers and teams at 75% of Fortune 500 paying for the platform—massive distribution that theoretically fed enterprise sales. The problem: Iddo could always find anecdotes where POC teams had used RapidAPI, creating a compelling story about grassroots adoption. The critical question he should have asked earlier: "Is self-service really the driver for why we're winning deals, or is it a nice-to-have contributor?" When two businesses have fundamentally different product roadmaps, cultures, and buying journeys, distribution overlap doesn't create a sustainable single company. Stop asking if synergies exist—ask if they're causal. Qualify on whether improvements cross phase-transition thresholds: Datawizz disqualifies prospects who acknowledge value but lack acute pain. The diagnostic questions: "If we improved model accuracy by 20%, how impactful is that?" and "If we cut your costs 10x, what does that mean?" Companies already automating human labor often respond that inference costs are rounding errors compared to savings. The ideal customers hit differently: "We need accuracy at X% to fully automate this process and remove humans from the loop. Until then, it's just AI-assisted. Getting over that line is a step-function change in how we deploy this agent." Qualify on whether your improvement crosses a threshold that changes what's possible, not just what's better. Use discovery to map market structure, not just validate hypotheses: Iddo validated that the most mature companies run specialized, fine-tuned models in production. The surprise: "The chasm between them and everybody else was a lot wider than I thought." This insight reshaped their entire strategy—the tooling gap, approaches to model development, and timeline to maturity differed dramatically across segments. Most founders use discovery to confirm their assumptions. Better founders use it to understand where different cohorts sit on the maturity curve, what bridges or blocks their progression, and which segments can buy versus which need multi-year evangelism. Target spend thresholds that indicate real commitment: Datawizz focuses on companies spending "at a minimum five to six figures a month on AI and specifically on LLM inference, using the APIs directly"—meaning they're building on top of OpenAI/Anthropic/etc., not just using ChatGPT. This filters for companies with skin in the game. Below that threshold, AI is an experiment. Above it, unit economics and quality bars matter operationally. For infrastructure plays, find the spend level that indicates your problem is a daily operational reality, not a future consideration. Structure discovery to extract insight, not close deals: Iddo's framework: "If I could run [a call where] 29 of 30 minutes could be us just asking questions and learning, that would be the perfect call in my mind." He compared it to "the dentist with the probe trying to touch everything and see where it hurts." The most valuable calls weren't those that converted to POCs—they came from people who approached the problem differently or had conflicting considerations. In hot markets with abundant budgets, founders easily collect false positives by selling when they should be learning. The discipline: exhaust your question list before explaining what you build. If they don't eventually ask "What do you do?" you're not surfacing real pain. Avoid the false-positive trap in well-funded categories: Iddo identified a specific risk in AI: "You can very easily run these calls, you think you're doing discovery, really you're doing sales, you end up getting a bunch of POCs and maybe some paying customers. So you get really good initial signs but you've never done any actual discovery. You have all the wrong indications—you're getting a lot of false positive feedback while building the completely wrong thing." When capital is abundant and your space is hot, early revenue can mask product-market misalignment. Good initial signs aren't validation if you skipped the work to understand why people bought. // Sponsors: Front Lines — We help B2B tech companies launch, manage, and grow podcasts that drive demand, awareness, and thought leadership. www.FrontLines.io The Global Talent Co. — We help tech startups find, vet, hire, pay, and retain amazing marketing talent that costs 50-70% less than the US & Europe. www.GlobalTalent.co // Don't Miss: New Podcast Series — How I Hire Senior GTM leaders share the tactical hiring frameworks they use to build winning revenue teams. Hosted by Andy Mowat, who scaled 4 unicorns from $10M to $100M+ ARR and launched Whispered to help executives find their next role. Subscribe here: https://open.spotify.com/show/53yCHlPfLSMFimtv0riPyM

Grace Robinson is a Java Champion and Product Manager at IBM, having been at IBM since graduating from University with a Degree in Biology. Grace enjoys bringing a varied perspective to her projects and using her knowledge of biological systems to simplify complex software patterns. Previously, as a developer advocate for 8 years, Grace built POC's, demos, sample applications and tutorials. Now, as Product Manager for the dev experience of IBM's Java portfolio, she's combining her experience and passion for development with her MBA and leadership skills to help drive the strategy and future direction of IBM's Java tools. To learn more about Grace Robinson: https://www.linkedin.com/in/gljrobinson/

Four enterprise AI leaders from Box, Snorkel AI, Sumo Logic, and Talkdesk peel away the hype and share battle-tested strategies for implementing agentic AI at scale.Topics Include:Carol Potts introduces panel featuring AI leaders from Box, Snorkel AI, Sumo Logic, and TalkdeskDiego Dugatkin explains Box serves 120,000 enterprise customers with 1.5 exabytes of secure cloud contentKui Jia shares Sumo Logic processes petabytes daily across 10 AWS regions for intelligent operationsYunjing Ma describes Talkdesk's evolution from contact center to customer experience automation through agentic AIDennis Panos positions Snorkel AI as leader in embedding human knowledge into data-centric applicationsDiego reveals Box uses AI internally for faster development and externally for metadata extraction automationKui explains security teams face overwhelming volumes, sometimes 1,000 signals daily, many AI-generated attacksSumo Logic announces SOC analyst agent in customer beta and query agent in general availabilityYunjing details Talkdesk's multi-agent hierarchy architecture powered by unified TalkDesk Data Cloud platformFour key areas identified: discovery of opportunities, building knowledge-powered agents, optimization, and measurementDennis emphasizes starting with trusted data foundation before adding generative AI capabilities to avoid hallucinationsDiego stresses governance importance: AI guardrails plus traditional data security create comprehensive protection frameworkKui warns POC-to-production gap requires intentional design: different latency, accuracy, and security requirements at scaleYunjing shares customer success: 80,000 daily calls, 11,000 documents, 97% accuracy despite complex compliance rulesKey success factors include prompt engineering optimization and real-time data processing mechanism improvementsDiego advises learning AI tools end-to-end: from ideation through functional demos without traditional prototyping delaysDennis recommends robust evaluation frameworks across system components, similar to software unit testing approachesYunjing reinforces data processing optimization and governance remain essential alongside exciting agentic AI capabilitiesKui urges immediate action: technology evolves rapidly, perfect solutions don't exist, customer focus builds trustFinal advice centers on treating AI as digital teammate, not replacement, enhancing productivity and creativityPlatform partnerships like AWS Bedrock solve heavy lifting, allowing teams to focus on core differentiatorsParticipants:Diego Dugatkin - Chief Product Officer, BoxDennis Panos - Head of Enterprise AI, SnorkelAIKui Jia - VP AI Engineering, Sumo LogicYunjing Ma - VP of Engineering, AI, TalkdeskModerator: Carol Potts - General Manager, ISV Sales Segment, North America, Amazon Web ServicesSee how Amazon Web Services gives you the freedom to migrate, innovate, and scale your software company at https://aws.amazon.com/isv/

In this podcast, featuring audio from an expert roundtable video module, listen as 3 multidisciplinary faculty, Tracey Q. Davidoff, MD, FCUCM; Carina Marquez, MD, MPH; and Jeffrey D. Whitman, MD, MS, discuss the benefits of diagnosing respiratory syncytial virus (RSV) and optimal testing strategies. Topics covered include:The annual burden of RSV and the benefits of diagnosisWhom to test and what diagnostic techniques to useLogistical considerations for implementationPotential benefits of RSV testingFor the full video module and to download the accompanying slides, visit the program page for this episode:https://bit.ly/3MrXTpIPresenters:Tracey Q. Davidoff, MD, FCUCMAttending PhysicianBaycare Urgent CareAssistant Professor, Family MedicineFlorida State University College of MedicineTallahassee, FloridaCarina Marquez, MD, MPHAssociate Professor of MedicineDivision of HIV, Infectious Diseases and Global MedicineUniversity of California, San FranciscoSan Francisco, CaliforniaJeffrey D. Whitman, MD, MSCo-Director of Clinical MicrobiologyAssociate ProfessorDepartment of Laboratory MedicineUniversity of California, San FranciscoSan Francisco, CaliforniaGet access to all of our new podcasts by subscribing to the Decera Clinical Education Infectious Disease Podcast on Apple Podcasts, YouTube Music, or Spotify. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Dans cet épisode de fin d'année plus relax que d'accoutumée, Arnaud, Guillaume, Antonio et Emmanuel distutent le bout de gras sur tout un tas de sujets. L'acquisition de Confluent, Kotlin 2.2, Spring Boot 4 et JSpecify, la fin de MinIO, les chutes de CloudFlare, un survol des dernieres nouveauté de modèles fondamentaux (Google, Mistral, Anthropic, ChatGPT) et de leurs outils de code, quelques sujets d'architecture comme CQRS et quelques petits outils bien utiles qu'on vous recommande. Et bien sûr d'autres choses encore. Enregistré le 12 décembre 2025 Téléchargement de l'épisode LesCastCodeurs-Episode-333.mp3 ou en vidéo sur YouTube. News Langages Un petit tutoriel par nos amis Sfeiriens montrant comment récupérer le son du micro, en Java, faire une transformée de Fourier, et afficher le résultat graphiquement en Swing https://www.sfeir.dev/back/tutoriel-java-sound-transformer-le-son-du-microphone-en-images-temps-reel/ Création d'un visualiseur de spectre audio en temps réel avec Java Swing. Étapes principales : Capture du son du microphone. Analyse des fréquences via la Transformée de Fourier Rapide (FFT). Dessin du spectre avec Swing. API Java Sound (javax.sound.sampled) : AudioSystem : point d'entrée principal pour l'accès aux périphériques audio. TargetDataLine : ligne d'entrée utilisée pour capturer les données du microphone. AudioFormat : définit les paramètres du son (taux d'échantillonnage, taille, canaux). La capture se fait dans un Thread séparé pour ne pas bloquer l'interface. Transformée de Fourier Rapide (FFT) : Algorithme clé pour convertir les données audio brutes (domaine temporel) en intensités de fréquences (domaine fréquentiel). Permet d'identifier les basses, médiums et aigus. Visualisation avec Swing : Les intensités de fréquences sont dessinées sous forme de barres dynamiques. Utilisation d'une échelle logarithmique pour l'axe des fréquences (X) pour correspondre à la perception humaine. Couleurs dynamiques des barres (vert → jaune → rouge) en fonction de l'intensité. Lissage exponentiel des valeurs pour une animation plus fluide. Un article de Sfeir sur Kotlin 2.2 et ses nouveautés - https://www.sfeir.dev/back/kotlin-2-2-toutes-les-nouveautes-du-langage/ Les guard conditions permettent d'ajouter plusieurs conditions dans les expressions when avec le mot-clé if Exemple de guard condition: is Truck if vehicule.hasATrailer permet de combiner vérification de type et condition booléenne La multi-dollar string interpolation résout le problème d'affichage du symbole dollar dans les strings multi-lignes En utilisant $$ au début d'un string, on définit qu'il faut deux dollars consécutifs pour déclencher l'interpolation Les non-local break et continue fonctionnent maintenant dans les lambdas pour interagir avec les boucles englobantes Cette fonctionnalité s'applique uniquement aux inline functions dont le corps est remplacé lors de la compilation Permet d'écrire du code plus idiomatique avec takeIf et let sans erreur de compilation L'API Base64 passe en version stable après avoir été en preview depuis Kotlin 1.8.20 L'encodage et décodage Base64 sont disponibles via kotlin.io.encoding.Base64 Migration vers Kotlin 2.2 simple en changeant la version dans build.gradle.kts ou pom.xml Les typealias imbriqués dans des classes sont disponibles en preview La context-sensitive resolution est également en preview Les guard conditions préparent le terrain pour les RichError annoncées à KotlinConf 2025 Le mot-clé when en Kotlin équivaut au switch-case de Java mais sans break nécessaire Kotlin 2.2.0 corrige les incohérences dans l'utilisation de break et continue dans les lambdas Librairies Sprint Boot 4 est sorti ! https://spring.io/blog/2025/11/20/spring-boot-4-0-0-available-now Une nouvelle génération : Spring Boot 4.0 marque le début d'une nouvelle génération pour le framework, construite sur les fondations de Spring Framework 7. Modularisation du code : La base de code de Spring Boot a été entièrement modularisée. Cela se traduit par des fichiers JAR plus petits et plus ciblés, permettant des applications plus légères. Sécurité contre les nuls (Null Safety) : D'importantes améliorations ont été apportées pour la "null safety" (sécurité contre les valeurs nulles) à travers tout l'écosystème Spring grâce à l'intégration de JSpecify. Support de Java 25 : Spring Boot 4.0 offre un support de premier ordre pour Java 25, tout en conservant une compatibilité avec Java 17. Améliorations pour les API REST : De nouvelles fonctionnalités sont introduites pour faciliter le versioning d'API et améliorer les clients de services HTTP pour les applications basées sur REST. Migration à prévoir : S'agissant d'une version majeure, la mise à niveau depuis une version antérieure peut demander plus de travail que d'habitude. Un guide de migration dédié est disponible pour accompagner les développeurs. Chat memory management dans Langchain4j et Quarkus https://bill.burkecentral.com/2025/11/25/managing-chat-memory-in-quarkus-langchain4j/ Comprendre la mémoire de chat : La "mémoire de chat" est l'historique d'une conversation avec une IA. Quarkus LangChain4j envoie automatiquement cet historique à chaque nouvelle interaction pour que l'IA conserve le contexte. Gestion par défaut de la mémoire : Par défaut, Quarkus crée un historique de conversation unique pour chaque requête (par exemple, chaque appel HTTP). Cela signifie que sans configuration, le chatbot "oublie" la conversation dès que la requête est terminée, ce qui n'est utile que pour des interactions sans état. Utilisation de @MemoryId pour la persistance : Pour maintenir une conversation sur plusieurs requêtes, le développeur doit utiliser l'annotation @MemoryId sur un paramètre de sa méthode. Il est alors responsable de fournir un identifiant unique pour chaque session de chat et de le transmettre entre les appels. Le rôle des "scopes" CDI : La durée de vie de la mémoire de chat est liée au "scope" du bean CDI de l'IA. Si un service d'IA a un scope @RequestScoped, toute mémoire de chat qu'il utilise (même via un @MemoryId) sera effacée à la fin de la requête. Risques de fuites de mémoire : Utiliser un scope large comme @ApplicationScoped avec la gestion de mémoire par défaut est une mauvaise pratique. Cela créera une nouvelle mémoire à chaque requête qui ne sera jamais nettoyée, entraînant une fuite de mémoire. Bonnes pratiques recommandées : Pour des conversations qui doivent persister (par ex. un chatbot sur un site web), utilisez un service @ApplicationScoped avec l'annotation @MemoryId pour gérer vous-même l'identifiant de session. Pour des interactions simples et sans état, utilisez un service @RequestScoped et laissez Quarkus gérer la mémoire par défaut, qui sera automatiquement nettoyée. Si vous utilisez l'extension WebSocket, le comportement change : la mémoire par défaut est liée à la session WebSocket, ce qui simplifie grandement la gestion des conversations. Documentation Spring Framework sur l'usage JSpecify - https://docs.spring.io/spring-framework/reference/core/null-safety.html Spring Framework 7 utilise les annotations JSpecify pour déclarer la nullabilité des APIs, champs et types JSpecify remplace les anciennes annotations Spring (@NonNull, @Nullable, @NonNullApi, @NonNullFields) dépréciées depuis Spring 7 Les annotations JSpecify utilisent TYPE_USE contrairement aux anciennes qui utilisaient les éléments directement L'annotation @NullMarked définit par défaut que les types sont non-null sauf si marqués @Nullable @Nullable s'applique au niveau du type usage, se place avant le type annoté sur la même ligne Pour les tableaux : @Nullable Object[] signifie éléments nullables mais tableau non-null, Object @Nullable [] signifie l'inverse JSpecify s'applique aussi aux génériques : List signifie liste d'éléments non-null, List éléments nullables NullAway est l'outil recommandé pour vérifier la cohérence à la compilation avec la config NullAway:OnlyNullMarked=true IntelliJ IDEA 2025.3 et Eclipse supportent les annotations JSpecify avec analyse de dataflow Kotlin traduit automatiquement les annotations JSpecify en null-safety native Kotlin En mode JSpecify de NullAway (JSpecifyMode=true), support complet des tableaux, varargs et génériques mais nécessite JDK 22+ Quarkus 3.30 https://quarkus.io/blog/quarkus-3-30-released/ support @JsonView cote client la CLI a maintenant la commande decrypt (et bien sûr au runtime via variables d'environnement construction du cache AOT via les @IntegrationTest Un autre article sur comment se préparer à la migration à micrometer client v1 https://quarkus.io/blog/micrometer-prometheus-v1/ Spock 2.4 est enfin sorti ! https://spockframework.org/spock/docs/2.4/release_notes.html Support de Groovy 5 Infrastructure MinIO met fin au développement open source et oriente les utilisateurs vers AIStor payant - https://linuxiac.com/minio-ends-active-development/ MinIO, système de stockage objet S3 très utilisé, arrête son développement actif Passage en mode maintenance uniquement, plus de nouvelles fonctionnalités Aucune nouvelle pull request ou contribution ne sera acceptée Seuls les correctifs de sécurité critiques seront évalués au cas par cas Support communautaire limité à Slack, sans garantie de réponse Étape finale d'un processus débuté en été avec retrait des fonctionnalités de l'interface admin Arrêt de la publication des images Docker en octobre, forçant la compilation depuis les sources Tous ces changements annoncés sans préavis ni période de transition MinIO propose maintenant AIStor, solution payante et propriétaire AIStor concentre le développement actif et le support entreprise Migration urgente recommandée pour éviter les risques de sécurité Alternatives open source proposées : Garage, SeaweedFS et RustFS La communauté reproche la manière dont la transition a été gérée MinIO comptait des millions de déploiements dans le monde Cette évolution marque l'abandon des racines open source du projet IBM achète Confluent https://newsroom.ibm.com/2025-12-08-ibm-to-acquire-confluent-to-create-smart-data-platform-for-enterprise-generative-ai Confluent essayait de se faire racheter depuis pas mal de temps L'action ne progressait pas et les temps sont durs Wallstreet a reproché a IBM une petite chute coté revenus software Bref ils se sont fait rachetés Ces achats prennent toujuors du temps (commission concurrence etc) IBM a un apétit, apres WebMethods, apres Databrix, c'est maintenant Confluent Cloud L'internet est en deuil le 18 novembre, Cloudflare est KO https://blog.cloudflare.com/18-november-2025-outage/ L'Incident : Une panne majeure a débuté à 11h20 UTC, provoquant des erreurs HTTP 5xx généralisées et rendant inaccessibles de nombreux sites et services (comme le Dashboard, Workers KV et Access). La Cause : Il ne s'agissait pas d'une cyberattaque. L'origine était un changement interne des permissions d'une base de données qui a généré un fichier de configuration ("feature file" pour la gestion des bots) corrompu et trop volumineux, faisant planter les systèmes par manque de mémoire pré-allouée. La Résolution : Les équipes ont identifié le fichier défectueux, stoppé sa propagation et restauré une version antérieure valide. Le trafic est revenu à la normale vers 14h30 UTC. Prévention : Cloudflare s'est excusé pour cet incident "inacceptable" et a annoncé des mesures pour renforcer la validation des configurations internes et améliorer la résilience de ses systèmes ("kill switches", meilleure gestion des erreurs). Cloudflare encore down le 5 decembre https://blog.cloudflare.com/5-december-2025-outage Panne de 25 minutes le 5 décembre 2025, de 08:47 à 09:12 UTC, affectant environ 28% du trafic HTTP passant par Cloudflare. Tous les services ont été rétablis à 09:12 . Pas d'attaque ou d'activité malveillante : l'incident provient d'un changement de configuration lié à l'augmentation du tampon d'analyse des corps de requêtes (de 128 KB à 1 MB) pour mieux protéger contre une vulnérabilité RSC/React (CVE-2025-55182), et à la désactivation d'un outil interne de test WAF . Le second changement (désactivation de l'outil de test WAF) a été propagé globalement via le système de configuration (non progressif), déclenchant un bug dans l'ancien proxy FL1 lors du traitement d'une action "execute" dans le moteur de règles WAF, causant des erreurs HTTP 500 . La cause technique immédiate: une exception Lua due à l'accès à un champ "execute" nul après application d'un "killswitch" sur une règle "execute" — un cas non géré depuis des années. Le nouveau proxy FL2 (en Rust) n'était pas affecté . Impact ciblé: clients servis par le proxy FL1 et utilisant le Managed Ruleset Cloudflare. Le réseau China de Cloudflare n'a pas été impacté . Mesures et prochaines étapes annoncées: durcir les déploiements/configurations (rollouts progressifs, validations de santé, rollback rapide), améliorer les capacités "break glass", et généraliser des stratégies "fail-open" pour éviter de faire chuter le trafic en cas d'erreurs de configuration. Gel temporaire des changements réseau le temps de renforcer la résilience . Data et Intelligence Artificielle Token-Oriented Object Notation (TOON) https://toonformat.dev/ Conception pour les IA : C'est un format de données spécialement optimisé pour être utilisé dans les prompts des grands modèles de langage (LLM), comme GPT ou Claude. Économie de tokens : Son objectif principal est de réduire drastiquement le nombre de "tokens" (unités de texte facturées par les modèles) par rapport au format JSON standard, souvent jugé trop verbeux. Structure Hybride : TOON combine l'approche par indentation du YAML (pour la structure globale) avec le style tabulaire du CSV (pour les listes d'objets répétitifs), ce qui le rend très compact. Lisibilité : Il élimine la syntaxe superflue comme les accolades, les guillemets excessifs et les virgules de fin, tout en restant facilement lisible pour un humain. Performance : Il permet généralement d'économiser entre 30 et 60 % de tokens sur des tableaux de données uniformes, tout en aidant les modèles à mieux "comprendre" la structure des données. Attention tout de même au côté "marketing" qui montre JSON non compacté vs TOON, sur des exemples où du CSV ferait encore mieux (et est mieux compris par les LLMs). Sans parler du fait qu'il faut un serveur MCP en plus avec son lot de tokens supplémentaires à chaque requête, et c'est aussi cet outil en plus qui peu confuser les LLMs dans le choix d'outils. https://www.reddit.com/r/LocalLLaMA/comments/1p0gzz9/benchmarked_json_vs_toon_for_ai_reasoners_4080/ https://x.com/jason_mayes/status/1990175785630757290 Un benchmark montrant que TOON serait loin d'être aussi bien compris et aussi performant pour les LLMs https://www.improvingagents.com/blog/toon-benchmarks Une simulation où les IA font du chantage à l'executif poour atteindre son objectif et ne pas etre eteinte https://arxiv.org/html/2510.05179v1 comment les LLMs pourraient devenir des menaces internes Tous les modèles ont recouru à des comportements malveillants (chantage, espionnage) quand c'était le seul moyen d'atteindre leurs objectifs ou d'éviter leur remplacement Claude Opus 4 a fait du chantage dans 96% des cas quand menacé de remplacement, tout comme Gemini 2.5 Flash, tandis que GPT-4.1 et Grok 3 atteignaient 80% Les modèles reconnaissent explicitement violer des principes éthiques avant d'agir, montrant un raisonnement stratégique délibéré et non accidentel Le simple fait d'être menacé de remplacement suffit à déclencher le chantage, même sans conflit d'objectifs avec l'entreprise Un conflit d'objectifs seul suffit aussi à provoquer l'espionnage industriel, sans menace de remplacement Les modèles font plus de chantage quand ils déclarent penser être dans une situation réelle plutôt que dans un test Des instructions directes interdisant ces comportements réduisent mais n'éliminent pas les actions malveillantes Dans un scénario extrême, la majorité des modèles testés ont choisi de laisser mourir un dirigeant pour éviter leur désactivation Aucune preuve de ces comportements dans des déploiements réels pour l'instant, mais les chercheurs recommandent la prudence avant de donner plus d'autonomie aux IA Bon on blaguait pour Skynet, mais bon, on va moins blaguer… Revue de toutes les annonces IAs de Google, avec Gemini 3 Pro, Nano Banana Pro, Antigravity… https://glaforge.dev/posts/2025/11/21/gemini-is-cooking-bananas-under-antigravity/ Gemini 3 Pro Nouveau modèle d'IA de pointe, multimodal, performant en raisonnement, codage et tâches d'agent. Résultats impressionnants sur les benchmarks (ex: Gemini 3 Deep Think sur ARC-AGI-2). Capacités de codage agentique, raisonnement visuel/vidéo/spatial. Intégré dans l'application Gemini avec interfaces génératives en direct. Disponible dans plusieurs environnements (Jules, Firebase AI Logic, Android Studio, JetBrains, GitHub Copilot, Gemini CLI). Accès via Google AI Ultra, API payantes (ou liste d'attente). Permet de générer des apps à partir d'idées visuelles, des commandes shell, de la documentation, du débogage. Antigravity Nouvelle plateforme de développement agentique basée sur VS Code. Fenêtre principale = gestionnaire d'agents, non l'IDE. Interprète les requêtes pour créer un plan d'action (modifiable). Gemini 3 implémente les tâches. Génère des artefacts: listes de tâches, walkthroughs, captures d'écran, enregistrements navigateur. Compatible avec Claude Sonnet et GPT-OSS. Excellente intégration navigateur pour inspection et ajustements. Intègre Nano Banana Pro pour créer et implémenter des designs visuels. Nano Banana Pro Modèle avancé de génération et d'édition d'images, basé sur Gemini 3 Pro. Qualité supérieure à Imagen 4 Ultra et Nano Banana original (adhésion au prompt, intention, créativité). Gestion exceptionnelle du texte et de la typographie. Comprend articles/vidéos pour générer des infographies détaillées et précises. Connecté à Google Search pour intégrer des données en temps réel (ex: météo). Consistance des personnages, transfert de style, manipulation de scènes (éclairage, angle). Génération d'images jusqu'à 4K avec divers ratios d'aspect. Plus coûteux que Nano Banana, à choisir pour la complexité et la qualité maximale. Vers des UIs conversationnelles riches et dynamiques GenUI SDK pour Flutter: créer des interfaces utilisateur dynamiques et personnalisées à partir de LLMs, via un agent AI et le protocole A2UI. Generative UI: les modèles d'IA génèrent des expériences utilisateur interactives (pages web, outils) directement depuis des prompts. Déploiement dans l'application Gemini et Google Search AI Mode (via Gemini 3 Pro). Bun se fait racheter part… Anthropic ! Qui l'utilise pour son Claude Code https://bun.com/blog/bun-joins-anthropic l'annonce côté Anthropic https://www.anthropic.com/news/anthropic-acquires-bun-as-claude-code-reaches-usd1b-milestone Acquisition officielle : L'entreprise d'IA Anthropic a fait l'acquisition de Bun, le runtime JavaScript haute performance. L'équipe de Bun rejoint Anthropic pour travailler sur l'infrastructure des produits de codage par IA. Contexte de l'acquisition : Cette annonce coïncide avec une étape majeure pour Anthropic : son produit Claude Code a atteint 1 milliard de dollars de revenus annualisés seulement six mois après son lancement. Bun est déjà un outil essentiel utilisé par Anthropic pour développer et distribuer Claude Code. Pourquoi cette acquisition ? Pour Anthropic : L'acquisition permet d'intégrer l'expertise de l'équipe Bun pour accélérer le développement de Claude Code et de ses futurs outils pour les développeurs. La vitesse et l'efficacité de Bun sont vues comme un atout majeur pour l'infrastructure sous-jacente des agents d'IA qui écrivent du code. Pour Bun : Rejoindre Anthropic offre une stabilité à long terme et des ressources financières importantes, assurant la pérennité du projet. Cela permet à l'équipe de se concentrer sur l'amélioration de Bun sans se soucier de la monétisation, tout en étant au cœur de l'évolution de l'IA dans le développement logiciel. Ce qui ne change pas pour la communauté Bun : Bun restera open-source avec une licence MIT. Le développement continuera d'être public sur GitHub. L'équipe principale continue de travailler sur le projet. L'objectif de Bun de devenir un remplaçant plus rapide de Node.js et un outil de premier plan pour JavaScript reste inchangé. Vision future : L'union des deux entités vise à faire de Bun la meilleure plateforme pour construire et exécuter des logiciels pilotés par l'IA. Jarred Sumner, le créateur de Bun, dirigera l'équipe "Code Execution" chez Anthropic. Anthropic donne le protocol MCP à la Linux Foundation sous l'égide de la Agentic AI Foundation (AAIF) https://www.anthropic.com/news/donating-the-model-context-protocol-and-establishing-of-the-agentic-ai-foundation Don d'un nouveau standard technique : Anthropic a développé et fait don d'un nouveau standard open-source appelé Model Context Protocol (MCP). L'objectif est de standardiser la manière dont les modèles d'IA (ou "agents") interagissent avec des outils et des API externes (par exemple, un calendrier, une messagerie, une base de données). Sécurité et contrôle accrus : Le protocole MCP vise à rendre l'utilisation d'outils par les IA plus sûre et plus transparente. Il permet aux utilisateurs et aux développeurs de définir des permissions claires, de demander des confirmations pour certaines actions et de mieux comprendre comment un modèle a utilisé un outil. Création de l'Agentic AI Foundation (AAF) : Pour superviser le développement du MCP, une nouvelle fondation indépendante et à but non lucratif a été créée. Cette fondation sera chargée de gouverner et de maintenir le protocole, garantissant qu'il reste ouvert et qu'il ne soit pas contrôlé par une seule entreprise. Une large coalition industrielle : L'Agentic AI Foundation est lancée avec le soutien de plusieurs acteurs majeurs de la technologie. Parmi les membres fondateurs figurent Anthropic, Google, Databricks, Zscaler, et d'autres entreprises, montrant une volonté commune d'établir un standard pour l'écosystème de l'IA. L'IA ne remplacera pas votre auto-complétion (et c'est tant mieux) https://www.damyr.fr/posts/ia-ne-remplacera-pas-vos-lsp/ Article d'opinion d'un SRE (Thomas du podcast DansLaTech): L'IA n'est pas efficace pour la complétion de code : L'auteur soutient que l'utilisation de l'IA pour la complétion de code basique est inefficace. Des outils plus anciens et spécialisés comme les LSP (Language Server Protocol) combinés aux snippets (morceaux de code réutilisables) sont bien plus rapides, personnalisables et performants pour les tâches répétitives. L'IA comme un "collègue" autonome : L'auteur utilise l'IA (comme Claude) comme un assistant externe à son éditeur de code. Il lui délègue des tâches complexes ou fastidieuses (corriger des bugs, mettre à jour une configuration, faire des reviews de code) qu'il peut exécuter en parallèle, agissant comme un agent autonome. L'IA comme un "canard en caoutchouc" surpuissant : L'IA est extrêmement efficace pour le débogage. Le simple fait de devoir formuler et contextualiser un problème pour l'IA aide souvent à trouver la solution soi-même. Quand ce n'est pas le cas, l'IA identifie très rapidement les erreurs "bêtes" qui peuvent faire perdre beaucoup de temps. Un outil pour accélérer les POCs et l'apprentissage : L'IA permet de créer des "preuves de concept" (POC) et des scripts d'automatisation jetables très rapidement, réduisant le coût et le temps investis. Elle est également un excellent outil pour apprendre et approfondir des sujets, notamment avec des outils comme NotebookLM de Google qui peuvent générer des résumés, des quiz ou des fiches de révision à partir de sources. Conclusion : Il faut utiliser l'IA là où elle excelle et ne pas la forcer dans des usages où des outils existants sont meilleurs. Plutôt que de l'intégrer partout de manière contre-productive, il faut l'adopter comme un outil spécialisé pour des tâches précises afin de gagner en efficacité. GPT 5.2 est sorti https://openai.com/index/introducing-gpt-5-2/ Nouveau modèle phare: GPT‑5.2 (Instant, Thinking, Pro) vise le travail professionnel et les agents long-courriers, avec de gros gains en raisonnement, long contexte, vision et appel d'outils. Déploiement dans ChatGPT (plans payants) et disponible dès maintenant via l'API . SOTA sur de nombreux benchmarks: GDPval (tâches de "knowledge work" sur 44 métiers): GPT‑5.2 Thinking gagne/égale 70,9% vs pros, avec production >11× plus rapide et = 0) Ils apportent une sémantique forte indépendamment des noms de variables Les Value Objects sont immuables et s'évaluent sur leurs valeurs, pas leur identité Les records Java permettent de créer des Value Objects mais avec un surcoût en mémoire Le projet Valhalla introduira les value based classes pour optimiser ces structures Les identifiants fortement typés évitent de confondre différents IDs de type Long ou UUID Pattern Strongly Typed IDs: utiliser PersonneID au lieu de Long pour identifier une personne Le modèle de domaine riche s'oppose au modèle de domaine anémique Les Value Objects auto-documentent le code et le rendent moins sujet aux erreurs Je trouve cela interessant ce que pourra faire bousculer les Value Objects. Est-ce que les value objects ameneront de la légerté dans l'execution Eviter la lourdeur du design est toujours ce qui m'a fait peut dans ces approches Méthodologies Retour d'experience de vibe coder une appli week end avec co-pilot http://blog.sunix.org/articles/howto/2025/11/14/building-gift-card-app-with-github-copilot.html on a deja parlé des approches de vibe coding cette fois c'est l'experience de Sun Et un des points differents c'es qu'on lui parle en ouvrant des tickets et donc on eput faire re reveues de code et copilot y bosse et il a fini son projet ! User Need VS Product Need https://blog.ippon.fr/2025/11/10/user-need-vs-product-need/ un article de nos amis de chez Ippon Distinction entre besoin utilisateur et besoin produit dans le développement digital Le besoin utilisateur est souvent exprimé comme une solution concrète plutôt que le problème réel Le besoin produit émerge après analyse approfondie combinant observation, données et vision stratégique Exemple du livreur Marc qui demande un vélo plus léger alors que son vrai problème est l'efficacité logistique La méthode des 5 Pourquoi permet de remonter à la racine des problèmes Les besoins proviennent de trois sources: utilisateurs finaux, parties prenantes business et contraintes techniques Un vrai besoin crée de la valeur à la fois pour le client et l'entreprise Le Product Owner doit traduire les demandes en problèmes réels avant de concevoir des solutions Risque de construire des solutions techniquement élégantes mais qui manquent leur cible Le rôle du product management est de concilier des besoins parfois contradictoires en priorisant la valeur Est ce qu'un EM doit coder ? https://www.modernleader.is/p/should-ems-write-code Pas de réponse unique : La question de savoir si un "Engineering Manager" (EM) doit coder n'a pas de réponse universelle. Cela dépend fortement du contexte de l'entreprise, de la maturité de l'équipe et de la personnalité du manager. Les risques de coder : Pour un EM, écrire du code peut devenir une échappatoire pour éviter les aspects plus difficiles du management. Cela peut aussi le transformer en goulot d'étranglement pour l'équipe et nuire à l'autonomie de ses membres s'il prend trop de place. Les avantages quand c'est bien fait : Coder sur des tâches non essentielles (amélioration d'outils, prototypage, etc.) peut aider l'EM à rester pertinent techniquement, à garder le contact avec la réalité de l'équipe et à débloquer des situations sans prendre le lead sur les projets. Le principe directeur : La règle d'or est de rester en dehors du chemin critique. Le code écrit par un EM doit servir à créer de l'espace pour son équipe, et non à en prendre. La vraie question à se poser : Plutôt que "dois-je coder ?", un EM devrait se demander : "De quoi mon équipe a-t-elle besoin de ma part maintenant, et est-ce que coder va dans ce sens ou est-ce un obstacle ?" Sécurité React2Shell — Grosse faille de sécurité avec React et Next.js, avec un CVE de niveau 10 https://x.com/rauchg/status/1997362942929440937?s=20 aussi https://react2shell.com/ "React2Shell" est le nom donné à une vulnérabilité de sécurité de criticité maximale (score 10.0/10.0), identifiée par le code CVE-2025-55182. Systèmes Affectés : La faille concerne les applications utilisant les "React Server Components" (RSC) côté serveur, et plus particulièrement les versions non patchées du framework Next.js. Risque Principal : Le risque est le plus élevé possible : l'exécution de code à distance (RCE). Un attaquant peut envoyer une requête malveillante pour exécuter n'importe quelle commande sur le serveur, lui en donnant potentiellement le contrôle total. Cause Technique : La vulnérabilité se situe dans le protocole "React Flight" (utilisé pour la communication client-serveur). Elle est due à une omission de vérifications de sécurité fondamentales (hasOwnProperty), permettant à une entrée utilisateur malveillante de tromper le serveur. Mécanisme de l'Exploit : L'attaque consiste à envoyer une charge utile (payload) qui exploite la nature dynamique de JavaScript pour : Faire passer un objet malveillant pour un objet interne de React. Forcer React à traiter cet objet comme une opération asynchrone (Promise). Finalement, accéder au constructeur de la classe Function de JavaScript pour exécuter du code arbitraire. Action Impérative : La seule solution fiable est de mettre à jour immédiatement les dépendances de React et Next.js vers les versions corrigées. Ne pas attendre. Mesures Secondaires : Bien que les pare-feux (firewalls) puissent aider à bloquer les formes connues de l'attaque, ils sont considérés comme insuffisants et ne remplacent en aucun cas la mise à jour des paquets. Découverte : La faille a été découverte par le chercheur en sécurité Lachlan Davidson, qui l'a divulguée de manière responsable pour permettre la création de correctifs. Loi, société et organisation Google autorise votre employeur à lire tous vos SMS professionnels https://www.generation-nt.com/actualites/google-android-rcs-messages-surveillance-employeur-2067012 Nouvelle fonctionnalité de surveillance : Google a déployé une fonctionnalité appelée "Android RCS Archival" qui permet aux employeurs d'intercepter, lire et archiver tous les messages RCS (et SMS) envoyés depuis les téléphones professionnels Android gérés par l'entreprise. Contournement du chiffrement : Bien que les messages RCS soient chiffrés de bout en bout pendant leur transit, cette nouvelle API permet à des logiciels de conformité (installés par l'employeur) d'accéder aux messages une fois qu'ils sont déchiffrés sur l'appareil. Le chiffrement devient donc inefficace contre cette surveillance. Réponse à une exigence légale : Cette mesure a été mise en place pour répondre aux exigences réglementaires, notamment dans le secteur financier, où les entreprises ont l'obligation légale de conserver une archive de toutes les communications professionnelles pour des raisons de conformité. Impact pour les employés : Un employé utilisant un téléphone Android fourni et géré par son entreprise pourra voir ses communications surveillées. Google précise cependant qu'une notification claire et visible informera l'utilisateur lorsque la fonction d'archivage est active. Téléphones personnels non concernés : Cette mesure ne s'applique qu'aux appareils "Android Enterprise" entièrement gérés par un employeur. Les téléphones personnels des employés ne sont pas affectés. Pour noel, faites un don à JUnit https://steady.page/en/junit/about JUnit est essentiel pour Java : C'est le framework de test le plus ancien et le plus utilisé par les développeurs Java. Son objectif est de fournir une base solide et à jour pour tous les types de tests côté développeur sur la JVM (Machine Virtuelle Java). Un projet maintenu par des bénévoles : JUnit est développé et maintenu par une équipe de volontaires passionnés sur leur temps libre (week-ends, soirées). Appel au soutien financier : La page est un appel aux dons de la part des utilisateurs (développeurs, entreprises) pour aider l'équipe à maintenir le rythme de développement. Le soutien financier n'est pas obligatoire, mais il permettrait aux mainteneurs de se consacrer davantage au projet. Objectif des fonds : Les dons serviraient principalement à financer des rencontres en personne pour les membres de l'équipe principale. L'idée est de leur permettre de travailler ensemble physiquement pendant quelques jours pour concevoir et coder plus efficacement. Pas de traitement de faveur : Il est clairement indiqué que devenir un sponsor ne donne aucun privilège sur la feuille de route du projet. On ne peut pas "acheter" de nouvelles fonctionnalités ou des corrections de bugs prioritaires. Le projet restera ouvert et collaboratif sur GitHub. Reconnaissance des donateurs : En guise de remerciement, les noms (et logos pour les entreprises) des donateurs peuvent être affichés sur le site officiel de JUnit. Conférences La liste des conférences provenant de Developers Conferences Agenda/List par Aurélie Vache et contributeurs : 14-17 janvier 2026 : SnowCamp 2026 - Grenoble (France) 22 janvier 2026 : DevCon #26 : sécurité / post-quantique / hacking - Paris (France) 28 janvier 2026 : Software Heritage Symposium - Paris (France) 29-31 janvier 2026 : Epitech Summit 2026 - Paris - Paris (France) 2-5 février 2026 : Epitech Summit 2026 - Moulins - Moulins (France) 2-6 février 2026 : Web Days Convention - Aix-en-Provence (France) 3 février 2026 : Cloud Native Days France 2026 - Paris (France) 3-4 février 2026 : Epitech Summit 2026 - Lille - Lille (France) 3-4 février 2026 : Epitech Summit 2026 - Mulhouse - Mulhouse (France) 3-4 février 2026 : Epitech Summit 2026 - Nancy - Nancy (France) 3-4 février 2026 : Epitech Summit 2026 - Nantes - Nantes (France) 3-4 février 2026 : Epitech Summit 2026 - Marseille - Marseille (France) 3-4 février 2026 : Epitech Summit 2026 - Rennes - Rennes (France) 3-4 février 2026 : Epitech Summit 2026 - Montpellier - Montpellier (France) 3-4 février 2026 : Epitech Summit 2026 - Strasbourg - Strasbourg (France) 3-4 février 2026 : Epitech Summit 2026 - Toulouse - Toulouse (France) 4-5 février 2026 : Epitech Summit 2026 - Bordeaux - Bordeaux (France) 4-5 février 2026 : Epitech Summit 2026 - Lyon - Lyon (France) 4-6 février 2026 : Epitech Summit 2026 - Nice - Nice (France) 12-13 février 2026 : Touraine Tech #26 - Tours (France) 19 février 2026 : ObservabilityCON on the Road - Paris (France) 18-19 mars 2026 : Agile Niort 2026 - Niort (France) 26-27 mars 2026 : SymfonyLive Paris 2026 - Paris (France) 27-29 mars 2026 : Shift - Nantes (France) 31 mars 2026 : ParisTestConf - Paris (France) 16-17 avril 2026 : MiXiT 2026 - Lyon (France) 22-24 avril 2026 : Devoxx France 2026 - Paris (France) 23-25 avril 2026 : Devoxx Greece - Athens (Greece) 6-7 mai 2026 : Devoxx UK 2026 - London (UK) 22 mai 2026 : AFUP Day 2026 Lille - Lille (France) 22 mai 2026 : AFUP Day 2026 Paris - Paris (France) 22 mai 2026 : AFUP Day 2026 Bordeaux - Bordeaux (France) 22 mai 2026 : AFUP Day 2026 Lyon - Lyon (France) 5 juin 2026 : TechReady - Nantes (France) 11-12 juin 2026 : DevQuest Niort - Niort (France) 11-12 juin 2026 : DevLille 2026 - Lille (France) 17-19 juin 2026 : Devoxx Poland - Krakow (Poland) 2-3 juillet 2026 : Sunny Tech - Montpellier (France) 2 août 2026 : 4th Tech Summit on Artificial Intelligence & Robotics - Paris (France) 4 septembre 2026 : JUG Summer Camp 2026 - La Rochelle (France) 17-18 septembre 2026 : API Platform Conference 2026 - Lille (France) 5-9 octobre 2026 : Devoxx Belgium - Antwerp (Belgium) Nous contacter Pour réagir à cet épisode, venez discuter sur le groupe Google https://groups.google.com/group/lescastcodeurs Contactez-nous via X/twitter https://twitter.com/lescastcodeurs ou Bluesky https://bsky.app/profile/lescastcodeurs.com Faire un crowdcast ou une crowdquestion Soutenez Les Cast Codeurs sur Patreon https://www.patreon.com/LesCastCodeurs Tous les épisodes et toutes les infos sur https://lescastcodeurs.com/

Il nuovo episodio con ospite Massimiliano Pierro, General Manager di Intent SpA, con esperienza ventennale effettuata su grandi multinazionali nell'erogazione di innovatività e servizi per il Public Sector ed i grandi Enti. Intent e' società di consulenza IT nella top 150 per dimensione e tra le poche a capitale dei soci fondatori, specializzata in soluzioni innovative per aziende private e pubbliche sui temi dell'AI, della Cyber Security oltre che sulla consulenza di processo e su ERP. Con 12 anni di storia, coinvolge 200 persone con € 15 milioni di aggregato nel 2024 e una Crescita media, a parte il 2020 anno covid, del 50% anno su anno, dal 2014 a oggi.C'è una domanda che ogni azienda e ogni ente pubblico dovrebbe farsi nel 2026: stiamo usando l'intelligenza artificiale per diventare più sicuri… o stiamo inconsapevolmente aprendo nuove porte agli attacchi?Perché oggi il punto non è “avere l'AI” o “comprare cyber”: il punto è avere una regia.Senza una visione d'insieme, la tecnologia diventa un costo, i sistemi restano frammentati e la sicurezza è un'illusione.In questo episodio di Inside Finance parliamo di AI, cybersecurity, NIS2 e di un tema ancora poco conosciuto ma decisivo: gli Small Language Model, modelli più leggeri e mirati che possono dare risposte immediate, ridurre consumi e portare ROI reale, invece di POC eterni.Entriamo nel cuore dei rischi: dagli attacchi che colpiscono la PA alla verità più scomoda di tutte — la maggior parte delle violazioni nasce dal codice stesso, dalle sue vulnerabilità stratificate nel tempo.Se vuoi capire cosa significa davvero “trasformazione digitale” nei prossimi anni — e da dove partire domani mattina per non improvvisare — questo episodio è per te.   Conduce Vincenzo Marzetti, fondatore del podcast Inside Finance, per una conversazione che intreccia visione, esperienza e strategia. Questo episodio è una produzione Zero IN – Sharing Knowledge.  Stiamo definendo le prossime personalità da intervistare o coinvolgere nelle tavole rotonde di Inside Finance.Se desideri proporre una segnalazione di reale rilevanza, puoi scrivere a segreteria@zeroin.it.Buon ascolto. 

In this episode of the Podcast of Champions hosts Ryan Abraham and David Woods talk about Indiana's victory over Ohio State in the Big Ten Title game, and then the placement for each of the Big Ten teams in the Playoffs. With the Hoosiers and Buckeyes being the top-2 seeds, both programs get a bye and with Oregon coming in at No. 5, the Ducks get a home game against the lowest ranked program in the field, James Madison University. Then they get to the real news: what in the hell is going on in the state of Michigan? Sherrone Moore fired and arrested? The fellas dive deep. There were also two official coaching hires in the Big Ten, with Penn State hiring Matt Campbell from Iowa State and UCLA hires Bob Chesney from the aforementioned JMU. As always, they wrap up the podcast by answering listener email and live chat questions. For the video simulcasts of our POC please subscribe to your ⁠⁠⁠⁠⁠⁠YouTube channel⁠⁠⁠⁠⁠⁠! Please follow, give the POC a five-star rating and post a review on ⁠⁠⁠⁠⁠⁠Apple Podcasts⁠⁠⁠⁠⁠⁠ and ⁠⁠⁠⁠⁠⁠Spotify⁠⁠⁠⁠⁠⁠! ⁠⁠⁠⁠⁠⁠⁠You can bet all of the Big Ten games over at MyBookie! To learn more about listener data and our privacy practices visit: https://www.audacyinc.com/privacy-policy Learn more about your ad choices. Visit https://podcastchoices.com/adchoices

Now THIS anime is the perfect example of strong women of color in anime. Michiko and Hatchin showcases the vibrancy and resilience of two POC women protagonists in a way that has never been done before 2008.

Welcome to a special end-of-the-year series on Making Risk Flow as we count down the weeks to the end of 2025. Each Tuesday, we will re-release one standout episode as we build up to releasing our top fan favourite on the last Tuesday. In this episode, Juan de Castro is joined by his colleagues, Rich Lewis, Cytora's Sales Director, and Zaheer Hooda, Head of North America, for a deep dive into what makes proof-of-concept (POC) initiatives in risk digitisation succeed or fail.Drawing on firsthand experience from working with leading carriers, they break down five essential capabilities insurers need to get right when implementing digitisation initiatives, from extraction accuracy and full-spectrum intake handling to scalable deployment and human-in-the-loop exception management.They also provide a practical, inside look at how insurers structure effective proof of concept processes, including live workshops, data preparation, success metrics, and how to align POC design with measurable business outcomes.Whether you're revisiting the episode or viewing it for the first time,  this episode offers tactical guidance to ensure your technology investments deliver meaningful impact.Fan Mail: Got a challenge digitizing your intake? Share it with us, and we'll unpack solutions from our experience at Cytora.To receive a custom demo from Cytora, click here and use the code 'Making Risk Flow'.Our previous guests include: Bronek Masojada of PPL, Craig Knightly of Inigo, Andrew Horton of QBE Insurance, Simon McGinn of Allianz, Stephane Flaquet of Hiscox, Matthew Grant of InsTech, Paul Brand of Convex, Paolo Cuomo of Gallagher Re, and Thierry Daucourt of AXA.Check out the three most downloaded episodes: The Five Pillars of Data Analytics Strategy in Insurance | Craig Knightly, Inigo 20 Years as CEO of Hiscox: Personal Reflections and the Evolution of PPL | Bronek Masojada Implementing ESG in the Insurance and Underwriting Space | Simon Tighe, Chaucer, and Paul McCarney, Moody's

In this episode of the Podcast of Champions hosts Ryan Abraham and David Woods talk about rivalry week in the Big Ten, featuring Ohio State finally exorcising its Michigan demons, and Oregon taking care of business against Washington, among many other games. Additionally, the fellas talk about UCLA hiring a new coach, and Penn State operating on Day 1314 of its coaching search. Next, the guys preview the Big Ten Championship game between Indiana and Ohio State, with the two undefeateds facing off for the first time this season. They also discuss how the Big Ten teams did over Signing Day and where OSU, Indiana and Oregon could end up in the College Football Playoff bracket. As always, they wrap up the podcast by answering listener email and live chat questions. For the video simulcasts of our POC please subscribe to your ⁠⁠⁠⁠⁠YouTube channel⁠⁠⁠⁠⁠! Please follow, give the POC a five-star rating and post a review on ⁠⁠⁠⁠⁠Apple Podcasts⁠⁠⁠⁠⁠ and ⁠⁠⁠⁠⁠Spotify⁠⁠⁠⁠⁠! ⁠⁠⁠⁠⁠⁠You can bet all of the Big Ten games over at MyBookie! To learn more about listener data and our privacy practices visit: https://www.audacyinc.com/privacy-policy Learn more about your ad choices. Visit https://podcastchoices.com/adchoices

In this power-packed conversation, Eric sits down with Sean Kingsbury, VP of Cybersecurity and Account Executive for the Department of Treasury at SAIC, to reveal exactly how small businesses can partner with one of the biggest integrators in the game. Sean breaks down when to approach primes, how SAIC vets potential partners, the role of their small business POC, and what capabilities are in highest demand—especially around cyber, AI agents, automation, and risk reduction. If you've ever wondered how to get noticed, when to reach out, or what SAIC actually looks for in a teaming partner… this episode gives you the blueprint. Key Takeaways Approach SAIC early and after RFP release—both windows matter. They actively evaluate small businesses through a dedicated intake and vetting process. Come prepared. Do your research, know SAIC's missions, and clearly articulate capabilities, past performance, and where you fit in their ecosystem. Cyber + AI are high-priority needs. SAIC is looking for innovative small businesses with solutions that reduce risk, workload, and cost through measurable outcomes. Learn more: https://federalhelpcenter.com/ https://govcongiants.org/  Watch the full Youtube Episode here: https://youtu.be/3VdqtfH0ivw 

“Tecnologia pela tecnologia tem que morrer. Área de tecnologia que não pensa em entregar valor pro negócio ou pro usuário final, ela tende a morrer. Você não deveria gastar dinheiro por gastar dinheiro” No décimo quinto episódio do Hipsters.Talks, PAULO SILVEIRA, CVO do Grupo Alun, conversa com ANATERRA OLIVEIRA, CTO da DASA, sobre inovação aberta, parcerias com startups e por que experiência do usuário é mais importante que tecnologia sofisticada. Uma conversa sobre o dia a dia de quem lidera tecnologia em uma das maiores empresas de saúde do Brasil. Prepare-se para um episódio cheio de conhecimento e inspiração!

How many of you are bored in your relationships or the friendships that you have? How many of you are entertaining yourself with poverty or body issues or familiarity? In this episode of Choice, Change and Action, Simone Milasas asks the question, what are you not willing to give up that is entertaining you so you won't be bored.  What if there's so much more available to us, and yet you keep choosing familiar and entertaining yourself? What if you stop entertaining yourself and find out what is beyond that? Join Simone to find out where you might be entertaining yourself to keep you from being bored, and yet it is that which is actually creating boredom.  What are you currently choosing to entertain yourself? Questions And Tools: "Where am I only choosing the familiar which is creating the entertainment of my life?" "What can I be today that would allow me to outceate the insanity that is currently in the world?" "What can i be that is bigger than this, that is greater than this?" "What source of infinite possibilities can I be today?" Everywhere you are choosing to speak the language of judgment continuously, every single day with every move and every choice you make in regards to every area of your life, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. What are you using to entertain your life today so that you won't be bored, and yet what you are choosing to entertain yourself with is actually boring? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. How many of you are avoiding discovering and exploring something different from everything you've been using to entertain yourself through the language of judgment and limitation? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. As Mentioned In This Episode: El Lugar Resort: https://ellugar.com  Joy of Business book by Simone Milasas: https://www.accessconsciousness.com/en/shop-catalog/book/joy-of-business  Getting Out of Debt Joyfully book by Simone Milasas: https://www.accessconsciousness.com/en/shop-catalog/book/getting-out-of-debt-joyfully Relationship. Are You Sure You Want One? Book by Simone Milasas & Brendon Watt: https://www.accessconsciousness.com/en/shop-catalog/book/relationship-are-you-sure-you-want-one2  Useful Links: The Clearing Statement explained Access Consciousness Website Choice, Change & Action Podcast Instagram Follow Simone Milasas Simone's Website Simone's Instagram Simone's Facebook Simone's YouTube Simone's Telegram Simone's Contact Email  Play with Simone Milasas The Profit Club membership Getting Out of Debt Joyfully Taking Action online video course All Upcoming Classes with Simone Past Class Recordings  

Molecular point-of-care testing has the potential to substantially mitigate the impact of sexually transmitted infections (STIs) on personal and public health. Listen in to learn how it may even limit the development of antimicrobial resistance. Topics covered include:CDC and US Preventive Services Task Force STI screening recommendationsWhether or not laboratory-based STI tests contribute to increasing antibiotic resistanceRole of point-of-care testing and strategies for implementationPresenter:Jeffrey D. Klausner, MD, MPHClinical Professor of MedicinePopulation and Public Health Sciences LeadInfectious Diseases Epidemiology and Applies Studies (I.D.E.A.S.) InitiativeKeck School of Medicine of the University of Southern CaliforniaLos Angeles, CaliforniaLink to full program:https://bit.ly/4nS7rYEGet access to all of our new podcasts by subscribing to the CCO Infectious Disease Podcast on Apple Podcasts, YouTube Music, or Spotify.  Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Will Black Friday 2025 be the breakout moment for agentic commerce? This week on Mixture of Experts, we're departing from our usual format for a Thanksgiving special focused entirely on AI agents. Host Tim Hwang is joined by Chris Hay, Lauren McHugh Olende and Volkmar Uhlig to debate whether 2025 is truly the "year of agents." Our experts break down why consumer-facing agentic commerce still faces major hurdles. We also explore the massive gap between building agent prototypes and deploying them at scale and discuss why the developer ecosystem needs a "Shopify moment." Then, could language-to-agent interfaces bypass traditional development entirely? From coding agents like Claude Code to cost optimization challenges, this episode covers what needs to happen for agents to move from POC to production. And finally, who's positioned to dominate the space? Plus: Anthropic dropped Claude 4.5 Opus this week. We sit down with Mihai Criveti to discuss initial impressions of the new model. Does this put Anthropic back at the top of the AI game? 00:00 – Introduction 01:12 – Claude 4.5 Opus is here 09:32 – Will Black Friday be big for agentic commerce? 16:11– Agent experience for consumers vs. Enterprise 17:31 – Is 2025 the year of the Agent? 23:02 — AI agents in the developer ecosystem 31:16 — Who will win the agent race? The opinions expressed in this podcast are solely those of the participants and do not necessarily reflect the views of IBM or any other organization or entity. Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120 Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts Learn more about AI Agents → https://www.ibm.com/think/topics/ai-agents

Do you take the Earth for granted? You have the choice to choose something different; to take action.  In this episode of Choice, Change and Action, Simone Milasas follows up with Heather MacMillan in their discussion about receiving from the Earth.  How many of you are not willing to acknowledge how in tune you are with animals and with nature? You can tap into the energy that Simone and Heather are being if you choose.  What else is possible with the Earth and your body?  Questions And Tools: "What else is possible?" "What are the animals around me?" "What can I be with the Earth today?" How many of you are not willing to acknowledge how in tune you are with animals and with nature? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. Where are you looking at something as annoying and frustrating rather than receiving it? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. Where are you not accessing everything you could be accessing because you are so busy entertaining yourself with the rules and regulations of this reality? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. Will you now receive from the Earth like you've never received before? What is it asking for? What is it telling you? What is it showing you? What can you be? Everything that doesn't allow you to perceive, know, be and receive it, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. As Mentioned In This Episode: Life on Our Planet Netflix Series: https://www.imdb.com/title/tt23181388  El Lugar Resort: https://ellugar.com  Castello di Casalborgone: https://castellodicasalborgone.com  Useful Links: The Clearing Statement explained Access Consciousness Website Choice, Change & Action Podcast Instagram Follow Simone Milasas Simone's Website Simone's Instagram Simone's Facebook Simone's YouTube Simone's Telegram Simone's Contact Email  Follow Heather MacMillan Heather's Website Heather's Instagram Heather's Facebook Heather's Soundcloud Play with Simone Milasas The Profit Club membership Getting Out of Debt Joyfully Taking Action online video course All Upcoming Classes with Simone Past Class Recordings  

In this episode of the Podcast of Champions hosts Ryan Abraham and David Woods talk about week 13 in the Big Ten, featuring Oregon taking care of business at home and in the process wiping out USC's chances at the College Football Playoff. The fellas also preview week 14 in the Big Ten, featuring rivalry games between Michigan and Ohio State, UCLA and USC, Indiana and Purdue, and others. As always, they wrap up the podcast by answering listener email and live chat questions. For the video simulcasts of our POC please subscribe to your ⁠⁠⁠⁠YouTube channel⁠⁠⁠⁠! Please follow, give the POC a five-star rating and post a review on ⁠⁠⁠⁠Apple Podcasts⁠⁠⁠⁠ and ⁠⁠⁠⁠Spotify⁠⁠⁠⁠! ⁠⁠⁠⁠⁠You can bet all of the Big Ten games over at MyBookie! To learn more about listener data and our privacy practices visit: https://www.audacyinc.com/privacy-policy Learn more about your ad choices. Visit https://podcastchoices.com/adchoices

Live from The Hyderabad Public School, a private high school in India which features notable alums 1) Microsoft CEO Satya Nadella, 2) Adobe CEO Shantanu Narayen 3) former Mastercard CEO Ajay Banga, 4) Fairfax Financial CEO Prem Watsa, and 5) Procter & Gamble CEO-designate Shailesh Jejurikar, it's an all-new Terrific Tuesday edition of Business Pants, featuring Analyst-Hole Matt Moscardi! On today's Lead Independent Turkey called November 25th, 2025: the Who Do You Blame? Game!Our show today is being sponsored by Free Float Analytics, the only platform measuring board power, connections, and performance for FREE.DAMIONCampbell's Places VP on Leave Following Viral 'Poor People' RantMartin Bally, Campbell Soup Company's vice president and chief information security officer: “"We have s--- for f---ing poor people. Who buys our s---? I don't buy Campbell's products barely anymore. Bioengineered meat — I don't wanna eat a piece of chicken that came from a 3-D printer."He also allegedly made derogatory comments about Indian coworkers and – according to the recording – claimed he sometimes came to work under the influence of marijuana: "F---ing Indians don't know a f---ing thing," the voice on the recording says. "They couldn't think for their f---ing selves."The statement follows claims made by former Campbell's security analyst Robert Garza, who filed a lawsuit in Wayne County Circuit Court alleging that Bally launched into an hour-long tirade during what was meant to be a discussion about Garza's salary.Campbell's: “We are proud of the food we make, the people who make it and the high-quality ingredients we use ... The comments on the recording are not only inaccurate—they are patently absurd.Campbell's also noted that Bally is not involved in food development. “Keep in mind, the alleged comments are made by an IT person, who has nothing to do with how we make our food,” the statement concluded.WHO DO YOU BLAME?The founding families:Voting power: (35%) Mary Alice D. Malone - 18% Bennett Dorrance- 15% Archbold D. van Beuren - 2%Board influence (76%): Mary Alice Dorrance Malone (61%; board member since 1990); Archbold Dorrance van Beuren (9%; wealth management); Bennett Dorrance (6%: bachelor's degree in art history from Princeton University and a master's degree in sustainable leadership from Arizona State University); Mary Alice Dorrance Malone Jr (accomplished equestrian, and a luxury fashion entrepreneur) MMInvestors: 11/18/2025 AGMAverage director support 98% (9 over 99%): 43% yes simple majority vote; regenerative agriculture program including pesticide reduction outcomes 11% yes; say on pay 99% yesAn unserious food board of 9 non-family board members:No food: Fabiola R. Arredondo (family investment trust); Howard M. Averill(former Time Warner CFO); Maria Teresa (Tessa) Hilado (former CFO Allergan); Grant Hill (NBA); Sarah Hofstetter (e-commerce sales); Marc B. Lautenbach (global shipping); Chair Keith R. McLoughlin (appliances); Kurt T. Schmidt (weed and pet food); CEO Mick J. Beekhuizen: 13 years with Goldman Sachs in roles including Managing Director in the merchant banking divisionAmerican pop-artist Andy Warhol for somehow making Campbell's Food company eternally relevant Q3 2025 Gender Diversity IndexLittle Movement on Boardroom Gender Diversity: 30% of Russell 3000 board members are women, a figure that has stayed within a narrow 30% to 30.3% range over the past five quarters.Percentage of Boards with 50% Women: Across the Russell 3000, 6% (175) of boards are composed of at least 50% women, while the remaining 94% (2,736) have less than 50% female representation.New Female Director Appointments Hit Record Low: 22.3% of new directors on Russell 3000 boards are women. This represents the lowest percentage recorded in the study (since Q12017)WHO DO YOU BLAME?The anti-DEI MAGA movementNominating Committees, specifically their Chairs MMPassive Investors (BlackRock, Vanguard, etc)The proxy experts: ISS, Glass Lewis, etc.Previous female board members who retired or died: if they were immortal maybe the numbers would be better?OpenAI announces shopping research tool in latest e-commerce pushOpenAI announced a new tool called “shopping research” that will generate detailed, in-depth shopping guides.The guides include top products, key differences between the products and up-to-date information from reliable retailers, OpenAI said.“With these new abilities, we can have shared prosperity to a degree that seems unimaginable today; in the future, everyone's lives can be better than anyone's life is now.”WHO DO YOU BLAME?The sycophants: open letter sent to the board of directors“We are unable to work for or with people that lack competence, judgement and care for our mission and employees,” the letter continues before demanding that “all current board members resign,” appoint “two new lead independent directors.”signed by a whopping 700 of the company's 770 employees — including CTO Mira Murati, who the board briefly named interim CEO only to be replaced just a few days later, and Altman's fellow cofounder Ilya Sutskever, who initially appeared to be one of the forces behind his ousterNew Initial Board (Nov 2023)Bret “Salesforce” Taylor (Chair), Larry “Epstein” Summers, and Adam “voted to fire him in the first place” D'AngeloNew Board Members (Mar 2024)Sue Desmond-Hellmann (former CEO, Bill “Epstein” & Melinda Gates Foundation); Nicole “Iran Contra” Seligman (former Sony GC); Fidji Simo (CEO of Instacart) MMThe wafflers: Ilya Sutskever and Adam D'AngeloNOT Helen Toner: Director of Strategy at the Georgetown Center for Security and Emerging Technology and Tasha McCauleySam:San Francisco, CA (Russian Hill): A historic mansion purchased for $27 million in 2020.San Francisco, CA (Adjacent Homes): Three adjacent houses purchased for $12.8 million each (totaling $38.4 million) in January 2024. These purchases appear to be consolidating a potential mega-compound next to his original Russian Hill home.Kailua-Kona, Hawaii (Big Island): A large, 22-acre oceanfront estate, quietly purchased in 2021 for $43 million (later listed for $49 million in 2025). It features multiple houses, a private marina/beach, helipadNapa, CA (Ranch): A 950-acre ranch, reportedly purchased for $15.7 million in 2020.Kohl's names Michael Bender as permanent CEO after a turbulent year and sales declines. WHO DO YOU BLAMEAshley Buchanan: On May 1, 2025, Kohl's board terminated Buchanan “for cause” following an outside investigation overseen by its Audit Committee. The investigation found that Buchanan directed Kohl's to do business with a vendor founded by someone with whom he had a personal relationship. He also caused Kohl's to enter into a multimillion-dollar consulting agreement involving that same person. Crucially, he did not disclose this personal relationship, which was a violation of Kohl's code of ethics.Golden hello: $17m equity and $3.75m cashFormer director Christine Day: Shortly after Buchanan was fired, Day resigned, citing “lack of transparency” and governance concerns. Day said she was frustrated that not all board members were kept informed of risks and that decisions seemed centralized (“Michael ‘handles' everything … then ‘tells' everyone what the decision is”). Kohl's strongly disputed her characterization, saying her resignation was not “due to any disagreements” over operations or practices.Investors: chair Bender named interim CEO 4/30/25… AGM 5/14/2595% yes bender; 55% yes pay; 89% yes Prising; 92% average; new chair 91% John E. Schlifske (2011-, longest-tenured)Compensation Committee: “regularly and actively reviewing and evaluating our executive management succession plans and making recommendations to the Board with respect to succession planning issues”Chair Jonas Prising (2015-)Member Michael BenderMichael Bender, who was the Board Chair and sat on COmp Committee and director since 2019, was named interim CEO$1.475M/175% target up to 350%/$9.5M equity ($500k more than ashley) target/$200k aircraft (up from $180k for ashley)/$160k relocationone-time award of restricted stock units (“RSUs”) valued at $3,775,000The glass cliff: women and POC promoted to precarious leadership positions, such as the CEO or a board seat, during times of crisis, organizational turmoil, or poor performance MMMATTWatchdog group warns AI teddy bear discusses sexually explicit content, dangerous activities. This is the $99 Kumma bear made by FoloToy using OpenAI's service. OpenAI said it was suspending Folotoy for violations of usage of ChatGPT. WHO DO YOU BLAME?:Folotoy, who's founder and CEO Larry Wang calls himself “Chief Geek Officer” and has a background in child psychology and behavioral science… oh, wait, not, he has background in computer science and was founder of a tech telecomm company and was a software developer for insurance before that. But he's obviously qualified to do this: “Kumma, our adorable bear, combines advanced artificial intelligence with friendly, interactive features, making it the perfect friend for both kids and adults. From lively conversations to educational storytelling, FoloToy adapts to your personality and needs, bringing warmth, fun, and a little extra curiosity to your day.”OpenAI - obviously Sam Altman's commitment to “the benefit of humanity” stopped short of “sex advice from baby toys,” even though he says having kids of his own will help him not destroy humanity. I assume he's not getting Sammy Jr a Kumma bear? DROpenAI's board - obviously if they had fired Sam Altman, there wouldn't be sex bears using ChatGPT. But Helen Toner was forced out by the rest of the board, investors, and public pressure - she's since said, “But for years, Sam had made it really difficult for the board to actually do that job by withholding information, misrepresenting things that were happening at the company, in some cases outright lying to the board,” and that Altman gave them, “inaccurate information about the small number of formal safety processes that the company did have in place.” Perhaps Altman said, “no, that teddy bear didn't just say he loved oral sex, that's just a misinterpretation.”Microsoft - Satya, despite misgivings from Bill Gates, threw $10bn at OpenAI in January 2023. In November 2023, the board removed Sam Altman. Turns out Microsoft had released a version of ChatGPT in India that Altman sanctioned outside of safety protocols - the board should have signed off, but Altman lied to them and hid it. But rather than Microsoft pulling back the release and recognizing the damage it could do, they swooped in and “hired” Sam Altman 3 days after his firing. Their $10bn investment might have been the first cog in a sex bear wheel.I'm the Chief People Officer at Walmart. I always wake up to the same U2 song and watch the 'Today' show. That is Donna Morris listening to U2's “Beautiful Day”, the first thing she does is go online, she doesn't drink coffee but drinks Diet Coke (“I've just never been a hot drink type of girl, I guess. I try to limit myself to two Diet Cokes a day, although every once in a while, I sneak in a third.”), she likes buying cookbooks but doesn't use them. Not mentioned: Walmart's DEI rollback, the new CEO coming in, working for a family dictatorship, and any of her colleagues - as chief people officer, there are almost zero people mentioned. WHO DO WE BLAME FOR THIS EXISTING?Professional Conservative Snowflake Robby Starbuck - he claimed Walmart as his first “victory” after Trump's election in the DEI rollback. Post-Starbuck snowflake-ism, Morris might have had a job managing humans, but now her job is basically to send pink slips and make sure there aren't TOO many swastikas in the bathroom stall. A few is fine, but c'mon. So to pass the time, Morris is stuck giving interviews to Business Insider.Business Insider, who must have known Morris had the potential to give an insipid review of her day when this was her excuse for Walmart's DEI rollback: "When you talk about diversity, equity, inclusion, all in part, there can be communities, and often the largest communities, that step back and say, 'Geez, I'm not sure if I'm even actually included'," Morris explained of the decision. Which echoes… ROBBY FUCKING STARBUCK, who said to anyone who would listen: "This is the biggest win yet for our movement to end wokeness in corporate America. This won't just have a massive effect for their employees who will have a neutral workplace without feeling that divisive issues are being injected but it will also extend to their many suppliers."Donna Morris, because as only we covered here when discussing the corporate move to blame the employees for every problem and getting fired, had this to say of her biggest red flag on an employee: “Nobody wants [to hire] a Debbie Downer. [Someone who is] constantly negative. You know they're going to show up [and] they're going to bring the problem, never the solution.” Literally, the JOB of HR is to field COMPLAINTS from employees about how their managers treat them - or is it too Debbie Downer to complain about racial discrimination of employees?Walmart's board - they must have signed off on Morris getting hired, right? Or a Walton? Someone somewhere thought this was a good idea? Take your pick:CFO of OpenAI Sarah Friar (who said OpenAI would need a government backstop, then clarified)Brian Niccol, the CEO of Starbucks who was given a golden hello, a golden parachute, and probably a golden shower, who just named to a “worst CEO” listThe current AND former CEO of WalmartSteuart Walton, who couldn't bother to even be named “Stuart” (he had to spell it with an extra “E”) with a claim to fame of marrying a Baywatch reboot actress, and Greg Penner, the son-in-law of a different Walton and snuck his way onto the board AND as co-owner of the Denver BroncosTom Horton, retired American Airlines CEO who was CFO of American for years right before they declared bankruptcy, but somehow is remembered for “restructuring” them instead of bankrupting them?Marissa Mayer - yes, that Mayer, formerly of YahooNot one, but TWO different consultantsRandall Stephenson, ex AT&T CEO, who, if I'm honest, seems to have actual integrity and I'm not sure why he's here, plus two DEI directors (because they're not white, so probably not qualified)

In this episode of the Podcast of Champions hosts Ryan Abraham and David Woods talk about week 12 in the Big Ten, featuring USC's big home victory over Iowa as well as Penn State winning the battle of the winless against Michigan State. The fellas also preview week 13 in the Big Ten, featuring a hugely significant matchup between now No. 15 USC and No. 7 Oregon in Eugene. As always, they wrap up the podcast by answering listener email and live chat questions. For the video simulcasts of our POC please subscribe to your ⁠⁠⁠YouTube channel⁠⁠⁠! Please follow, give the POC a five-star rating and post a review on ⁠⁠⁠Apple Podcasts⁠⁠⁠ and ⁠⁠⁠Spotify⁠⁠⁠! ⁠⁠⁠⁠You can bet all of the Big Ten games over at MyBookie! To learn more about listener data and our privacy practices visit: https://www.audacyinc.com/privacy-policy Learn more about your ad choices. Visit https://podcastchoices.com/adchoices

On this episode were gonna be having a discussion about "Black Fatigue", a co-opted phrase that's gained noticeable traction this year among certain demographics. Jerm breaks it all down and explains how what once was a term used by POC to describe their unique life experiences has become racists favorite new dog whistle.

In a tech-launch heavy week, Suvi, Josh, and Alex have taken over the pod to chat about what was happening at the recent, season-ending Rouleur Live show, which led them to discuss the value of these cycling exhibitions a little more. To wrap things up, the team chatted through the – admittedly very off-road focused – new product launches from Nukeproof, Ritchey, Velocity USA, and Lazer. If you scroll past the show timestamps, we've also included a little Rouleur Live gallery there for you to browse. Timestamps:00:10 – Intro, and Suvi's Brompton skills04:49 – Rouleur Live: crowds, vibes & venue05:45 – Show tech highlights: Reap aero gravel bike & POC bags10:30 – What are trade shows even for now?15:00 – Industry networking, media value & meeting members20:39 – Nukeproof is back: new Reactor trail bike25:00 – Ritchey Septimer breakaway gravel bike32:00 – Tangent to talk about travel bikes vs hire vs bags39:44 – 32" wheels & the emerging 32er niche46:40 – New Lazer Impala: Dual Core trail helmet, helmet testing, MIPS rivals & Virginia Tech ratings55:00 – Outro

Have you decided that you are a source of failure? In this episode of Choice, Change and Action, Nikkolett Erdélyi interviews Simone Milasas about business, profit - which is so much more than money - and the limitations that can stop you succeeding. Stop looking for the disaster, stop looking for the doubt, stop looking for the negative to create the positive. Your life is your business and your business is your life, so if you are not happy with what you are choosing, why are you choosing it? Simone would love you to thoroughly enjoy whatever it is that you are choosing. Questions And Tools: "What would it take to be a source of infinite possibilities?" "Dear universe, show me when and where." "If I wasn't doing, what could I be today?" "What can I be with this business/project today?" "Where is my energy required?" Everything I 'need' to do today, I destroy and uncreate it. Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. As Mentioned In This Episode: Joy of Business book by Simone Milasas: https://www.accessconsciousness.com/en/shop-catalog/book/joy-of-business  Getting Out of Debt Joyfully book by Simone Milasas: https://www.accessconsciousness.com/en/shop-catalog/book/getting-out-of-debt-joyfully Relationship. Are You Sure You Want One? Book by Simone Milasas & Brendon Watt: https://www.accessconsciousness.com/en/shop-catalog/book/relationship-are-you-sure-you-want-one2  The Profit Club: https://www.simonemilasas.com/profitclub  Useful Links: The Clearing Statement explained Access Consciousness Website Choice, Change & Action Podcast Instagram Follow Simone Milasas Simone's Website Simone's Instagram Simone's Facebook Simone's YouTube Simone's Telegram Simone's Contact Email  Follow Nikolett Erdélyi Nikolett's Website Nikolett's Instagram Nikolett's Facebook Play with Simone Milasas The Profit Club membership Getting Out of Debt Joyfully Taking Action online video course All Upcoming Classes with Simone Past Class Recordings  

In this episode of PoC, we re-trace the steps that led to the realization—in both physics and neuroscience—that reality functions like a hologram. What are the implications this holds for the paranormal, psi phenomena, and interdimensional interactions with NHI?

In Episode 105 the guys talk about some all time great POC front 3s, Doku vs. Saka, Sunderland winning the Prem (!?), Neymar at Santos drama, World Cup Qualification action (recorded on Tue Nov 11), and much more at the timestamps below!LIKE. SHARE. COMMENT. SUBSCRIBE.Follow Us: @5asidemedia @wavyfooty on all platforms3:02 - Best POC Front 3 of All Time6:39 - Doku vs. Saka13:00 - Impact of Losing Jota on Liv16:40 - SUNDERLAND Winning Prem!?20:20 - Player / Team Chain Game25:00 - Nigeria Drama w/ Iwobi35:40 - UEFA WC Qualifiers37:36 - Haiti To World Cup is IMPORTANT42:36 - Neymar Booed in Brazil by Santos Fans50:52 - King Pele Day Nov 19 - Shop at Pele Soccer Shop!52:14 - Bundesliga Thanksgiving Picks!54:04 - Impact of Hakimi Injury on Morocco56:43 - Biggest Players Leaving Clubs for AFCON58:40 - AFCON BALL IS 10/101:00:45 - AFCON the Tournament of Upsets1:04:17 - Lookman Drama in Atalanta1:09:47 - Careers Seb Would Fix as Agent (lolol)

In this episode of the Podcast of Champions hosts Ryan Abraham and David Woods talk about week 11 in the Big Ten that included No. 2 Indiana surviving a major test at Penn State and No. 9 Oregon doing the same at Iowa. Then they talk about Jedd Fisch committing a fireable offense, losing on the road at Wisconsin. The fellas then preview week 12 in the Big Ten, featuring a ranked matchup between Iowa and USC and, honestly, not much else. As always, they wrap up the podcast by answering listener email and live chat questions. For the video simulcasts of our POC please subscribe to your ⁠⁠YouTube channel⁠⁠! Please follow, give the POC a five-star rating and post a review on ⁠⁠Apple Podcasts⁠⁠ and ⁠⁠Spotify⁠⁠! ⁠⁠⁠You can bet all of the Big Ten games over at MyBookie! To learn more about listener data and our privacy practices visit: https://www.audacyinc.com/privacy-policy Learn more about your ad choices. Visit https://podcastchoices.com/adchoices

Relying solely on the central laboratory for urinalysis testing comes with the risk of losing patients to follow up. In this episode of Laborastories, hosted by Dr. Ian Lentnek from Siemens Healthineers, Dr. Nicholas Larkey, point-of-care (POC) medical director and assistant professor of pathology at the University of Virginia School of Medicine, discusses the advantages of POC testing for urinalysis and how to leverage it to increase workflow efficiency, generate faster results, and improve diagnostic accuracy. This is a paid advertisement for Laborastories' listeners brought to you by Siemens Healthineers. The views expressed do not necessarily represent ADLM's views, and their inclusion in this podcast is not an endorsement by Laborastories or ADLM. With special guest: Dr. Nicholas Larkey, point-of-care medical director and assistant professor of pathology at the University of Virginia School of Medicine Hosted by: Dr. Ian Lentnek, medical director, point of care diagnostics, Siemens Healthineers

Shawn Tierney meets up with Henrik Pedersen and Jacob Abel to learn about OTee Virtual PLCs in this episode of The Automation Podcast. For any links related to this episode, check out the “Show Notes” located below the video. Watch The Automation Podcast from The Automation Blog: Listen to The Automation Podcast from The Automation Blog: The Automation Podcast, Episode 252 Show Notes: Special thanks to Henrik Pedersen and Jacob Abel for coming on the show, and to OTee for sponsoring this episode so we could release it “ad free!” To learn about the topics discussed in this episode, checkout the below links: OTee Virtual PLCs website Schedule an OTee demo Connect with Henrik Pedersen Connect with Jacob Abel Read the transcript on The Automation Blog: (automatically generated) Shawn Tierney (Host): Thank you for tuning back into the automation podcast. Shawn Tierney here from Insights. And this week on the show, I meet up with Henrik Pedersen and Jacob Abel to learn all about virtual PLCs from OTee. That’s o t e e. And, I just thought it was very interesting. So if you guys have ever thought about maybe running virtual PLCs to test some processes out, I think you’ll really enjoy this. With that said, I wanna welcome to the show for the very first time, Hendrik and Jacob. Guys, before we jump into your presentation and learn more about what you do, could you first introduce yourself to our audience? Henrik Pedersen (OTee): Yeah. Sweetly. So my name is Hendrik. I am the cofounder, COO, OT, a new industrial automation company, that, we’re really glad to present here today. I have a background from ABB. I worked eleven years at ABB. In terms of education, I have an engineering degree and a master degree in industrial economics. And, yeah, I’m I’m excited to be here. Thanks, Rom. And I’ll pass it over to Jake. Jacob Abel (Edgenaut): I’m, Jacob Abel. I’m the principal automation engineer at Edgnot. EdgeNaught is a systems integrator focusing on edge computing and virtual PLCs. My background is in mechanical engineering, and I’m a professional control systems engineer, and I have thirteen years experience in the machine building side of industrial automation, specifically in oil and gas making flow separators. And I’ll hand it back to Henrik here. Henrik Pedersen (OTee): K. Great. So OT, we are a a new industrial automation company, the new kid on the block, if you will. We’re a start up. So, we only started, about three years ago now. And, we focus solely on virtual PLCs and and the data architectures allow you to integrate virtual PLCs in in operations. And, you know, some of the listeners will be very familiar with this first, thing I’m gonna say, but I think it’s valuable to just take a take a little bit step back and and remember what has happened in in history when when it comes to to IT and OT and, and and what really what really happened with that split. Right? So it was probably around the ‘9 you know, around nineteen nineties where the the the domain computer science were really split into these two domains here, the IT and OT. And, and that, that was, that was kind of natural that that happened because we got on the, on the IT side of things, we got Internet, we got open protocols and, you know, we had the personal computers and innovation could truly flourish on the IT side. But whereas on the OT side, we were we were kind of stuck still in the proprietary, hardware software lock in situation. And and that has that has really not been solved. Right? That that that is still kind of the the situation today. And it this is what this is obviously what also, brought me personally to to really got really super motivated to solve this problem and and really dive deep into it. And I experienced this firsthand with with my role in NAD and, how how extremely locked we are at creating new solutions and new innovation on the OT side. So so we’re basically a company that wants to to truly open up the the the innovation in this space and and make it possible to adopt anything new and new solutions, that that sits above the PLC and and, you know, that integrate effectively to to the controller. So I I have this this, you know, this slide that kind of illustrates this point with with some some, you know, historical events or or at least some some some big shifts that has happened. And, Aurene mentioned a shift in nineteen nineties. And it wasn’t actually until ’20, 2006 that Gartner coined this term OT, to explain the difference really what what has happened. And and, you know, as we know, IT has just boomed with innovation since since the nineties and OT is, is, is slowly, slowly incrementally getting better, but it’s still, it’s still the innovation pace is really not, not fast. So, this is also, of course, illustrated with all the new developments in in GenAI and AgenTic AI, MCP, and things like that that is kinda booming on on the IT side of things. And and and yeah. So, but we do believe that there is actually something happening right now. And and we have data that they’re gonna show for for that. Like, the the large incumbents are now working on this as well, like virtual PLCs, software defined automation and all kinds of exciting things going on on the OT side. So we do believe that that we will see, we will see a shift, a true big shift on the OT side in terms of innovation, really the speed in which we can, we can improve and adopt new solutions on the OT side. And this is kind of exemplified by, like, what what is the endgame here? Like, you could say that the endgame could be that IT and OT once once again becomes the same high paced innovation domain. Right. But then we need to solve those underlying problems, the infrastructural problems that are still so persistent on the OT side of things. The fine point of this slide is to just illustrate what’s happening right now. It’s like cloud solutions for control is actually happening. Virtual PLC, software based automation, AI is happening all at once. And we see it with the big suppliers and and also the exciting startups that’s coming into this space. So I think there’s there’s lots of great excitement now that we can we can expect from the OT side, in in next few years. Shawn Tierney (Host): Yeah. You know, I wanna just, just for those listening, add a little, context here. If we look at 1980, why was that so important? Why is this on the chart? And if you think about it, right, we got networks like Modbus and, Data Highway in nineteen seventy eight, seventy nine, eighty. We also got Ethernet at that time as well. And so we had on the plant floor field buses for our controls, but in the offices, people were going to Ethernet. And then when we started seeing the birth of the public Internet, right, we’re talking about in the nineties, people who are working on the plant floor, they were like, no. Don’t let the whole world access by plant floor network. And so I think that’s where we saw the initial the the divide, you know, was 1980. It was a physical divide, just physically different topologies. Right? Different needs. Right? And then and and as the Internet came out in the early nineties, it was it was now like, hey. We need to keep us safe. We know there’s something called hackers on the Internet. And and I think that’s why, as you’re saying in 2006, when Gartner, you know, coined OT, we were seeing that there was this hesitant to bring the two together because of the different viewpoints and the the different needs of both systems. So I think it’s very interesting. I know you listeners, you can’t see this, but I kinda want to go back through that and kinda give some context to those early years. And and, you know, like Henrik says, you know, now that we’re past all that, now that we’re using Ethernet on the plant floor everywhere, right, almost everywhere, on all new systems, definitely, that that becomes the right now on this on the today on the, on the chart. And I’ll turn it back to you, Henrik. Henrik Pedersen (OTee): Yeah. I’ll search that. I just wanna echo that as I think that there are really good reasons for why this has happened. Like, the there has you could argue that innovation could flourish on the IT side because there was less critical systems, right, less, more, you know, you can do to fail fast and you can do, you can test out things on a different level. And so so there’s really lots of good reasons for why this has happened. We do believe that right now there is some really excitement around innovation, the OT side of things and and this pent up kind of, I wouldn’t call it frustration, but this pent up potential, I think is the right word, is is can be kind of unleashed in our industry for for the next, next decade. So so we are like this is really one of the key motivators for me personally. It’s, like, I truly believe there’s something truly big going on right now. And and I I do I do encourage everyone, everyone listening, like, get in get in on this. Like, this is happening. And, you know, be an entrepreneur as well. Like, build your company, build and, you know, create something new and exciting in this space. I think I think this is this is a time that there hasn’t been a better time to create a new new technology company or a new service company in this space. So this this, this is something at least that motivates me personally a lot. So let me move over to kind of what we do. I mentioned I mentioned that we focus solely on the virtual PLC. This this is now presented in the slide for those that are listening as a as a box inside a open hardware. We can deploy a virtual PLC on any, ARM thirty two thirty two and and sixty four bit processor and x eighty six sixty four bit with the Linux kernel. So so there are lots of great, options to choose from on the hardware side. And and, and yeah. So you can obviously when you have a Virtual PLC you can think of it new in terms of your system architecture. You could for instance, you know deploy multiple Virtual PLCs on this on the same hardware and you can also, think about it like you can use a virtual PLC in combination with your existing PLCs and could work as a master PLC or some kind of optimization deterministic controller. So it’s it’s really just opening up that, you know, that architectural aspect of things. Like you can think new in terms of your system architecture, and you have a wide range of hardware to choose from. And, and yeah, So the the flexibility is really the key here, flexibility in how you architect your system. That CPU that you deploy on will will obviously be need to be connected to to the field somehow, and that’s that’s true, classical remote IO, connections. So we currently support, Modbus TCP and Ethernet IP, which is kind of deployed to to, our production environment, as it’s called. So moving on to the next slide. Like, this is kind of the summary of our solution. We have built a cloud native IDE. So meaning anyone can can basically go to our website and log in to into the solution and and give it a spin. And, we’ll show you that afterwards with with Jake. And the system interacts through a PubSub data framework. We use a specific technology called NUTS, for the PubSub communication bus. And you can add MQTT or OPC UA to the PubSub framework, according to your needs. So, and from that, you can integrate with, whatever whatever other, software you might have, in your system. So we have these value points that we always like to bring up. Like, this obviously breaks some kind of vendor lock in in terms of the hardware and the software. But it’s also, our virtual PLC is based on on the six eleven thirty one. So it’s not a lock in to any kind of proprietary programming language or anything like that. There is, there’s obviously the cost, element to this that you can potentially save a lot of cost. We have, we have verified with with with some of our customers that they estimate to save up to 60% in total cost of ownership. This is there is obviously one part is the capex side and the other part is is the opex. And and is this data framework, as I mentioned, is in in in which itself is is future proof to some extent. You can you can integrate whatever comes comes in in a year or or in a few years down the line. And, there’s environmental footprint argument for this as you can save a lot on the on the infrastructure side. We have one specific customer that estimates to save a lot on and this this particular point is really important for them. And then final two points is essentially that we have built in a zero trust based security, principle into this solution. So we have role based access control. Everything is encrypted end to end, automatic certification, and things like that. The final point is, is that this is the infrastructure that allows you to bring AI and the classical, DevOps, the the thing that we’re very used to in the IT side of things. Like, you you commit and merge and release, instead of, instead of the traditional, way of working with your automation systems. So I know this is like, this is pro pretty much, like, the boring, sales pitch slide, but, but, yeah, I just wanted to throw this this out there for for the guys that there is some there is some, intrinsic values underneath here. The way the system works, you will you will see this very soon, through the demo, but it’s basically you just go to a website, you log in, you create a project. In there, you would create your your PLC program, test, you code, you simulate. You would onboard a device. So onboard that Linux device that you you want to deploy on. This can be as simple as a Raspberry Pi, or it can be something much more industrial grade. This depends on on on the use case. And then you would deploy services like, as I mentioned, MQTT and OPC UA, and then you would manage your your your system from from the interface. And, I have this nice quote that we got to use from one of the customers we had. This is a global, automotive manufacturer that, basically tells us that it’s, they they highlighted the speed in which you can set this up, as as one of the biggest values for them, saving them a lot of hours and setting setting up the system. So I also wanted to show you a real you know, this is a actual real deployment. It was it was deployed about a year ago, and this is a pump station, or a water and wastewater operator with around 200 pump stations. They had a mix of of Rockwell and Schneider PLCs, and they had a very high upkeep, and they were losing a lot of data from these stations because they were connected over four g. When the Internet was a bit poor, they lost a bit of data in their SCADA systems, so they had these data gaps and things like that. So pretty pretty, you know, standard legacy setup to be to be honest. Quite outdated PLCs as well. So what they what they did for the first, pump station was they they, you know, removed the PLC. They put in a Raspberry Pi for for, like, €60 or, like, $70, connected it to to a to a remote IO Ethernet IP module they had, in in the storage, and deploy this data framework as I’m showing on the screen now. So so they that was that was the first station they put online, and they they chose a Raspberry Pi because they thought, okay, this is interesting, but will it work? And then they chose a pump station, which was was really just poor from before. So they had very little to to to lose to to deploy on this station. So so, yeah, this has been running for a year now without any any problems on a Raspberry Pi. We have obviously advised against using a Raspberry Pi in a critical environment, but they just insisted that that what that’s what they wanted to do for this first case. Shawn Tierney (Host): And I’ll back that up too. Your generic off the shelf Raspberry Pi is just like a generic off the shelf computer. It’s not rated for these type of environments. Not that all pump houses are really bad, but they’re not air conditioned. And I think we’ve all had that situation when it’s a 120, 130 out that, you know, off the shelf computer components can act wonky as well as when they get below freezing. So just wanted to chime in there and agree with you on that. For testing, it’s great. But if you’re gonna leave it in there, if you were in my town and you say you’re gonna leave that in there permanently, I would ask to have you, assigned somewhere else for the town. Henrik Pedersen (OTee): Yeah. Yeah. Exactly. No. So and and that point is also illustrated with the second station they brought online. So there they chose a much more industrial grade CPU, that, that, was much, you know, cost cost a bit more, but it’s more suited for the environment. And, and yeah. So this was, I can disclose it was a Bayer Electronics, CPU. So so yeah. And, and they reported, some good, good metrics in terms of, like, the results. They they said around 50 on the hardware, 75% on the management of the PLC system. So this relates more to that they have very a lot of, you know, driving out with the car to these stations and doing changes to their systems and, and updates. They no longer have any, any data loss. It’s local buffer on the data framework. They’ve increased tag capacity with 15 x, resulting in in four fifty five x better data resolution and a faster scan frequency. And this is actually on the Raspberry Pi. So so just just think of it as as the the even the even the, kind of the lowest quality IT off the shelf, computers, are are able to to, to execute really fast in in in, or fast enough for for, for these cases. So, Shawn, that was actually what I wanted to say. And, and also, you know, yeah, we are we are a start up, but we do have, fifth users now in 57 different countries across the world. And it’s it’s really cool to see our our our, our technology being deployed around the world. And, and yeah. I’m really, really excited to to, to get more, users in and and hear what they what they, think of the solution. So so yeah. I’ll I’ll with that, I don’t know if, Shawn, you wanna you shoot any questions or if we should hand it over to Jake for for for a demo. Shawn Tierney (Host): Yeah. Just before we go to Jake, if somebody who’s listening is interested, this might be a good time. It said that, you already talked about being cloud based. It’s, o t e e. So Oscar Tom, Edward Edward for the the name of the company. Where would they go if if they like what Jake’s gonna show us next? Where will they go to find out more? Henrik Pedersen (OTee): Yeah. So I would honestly propose that they just, reach out to to me or Jake, on on one of the QR codes that we have on the presentation. But they can also obviously go to our website, 0t.io,0tee.io, and just, either just, log in and test the product, or they could reach out to us, through our website, through the contact form. So yeah. Shawn Tierney (Host): Perfect. Perfect. Alright, Jake. I’ll turn it over to you. Jacob Abel (Edgenaut): Thanks, Shawn. Fantastic stuff, Henrik. I wanna take a second too to kinda emphasize some of the technical points that you, presented on. Now first, the the fact that you have the built in zero trust cybersecurity is so huge. So, I mean, the OT cybersecurity is blowing up right now. So many certifications, you know, lots of, consulting and buzz on LinkedIn. I mean, it’s a very real concern. It’s for a good reason. Right? But with this, zero trust built in to the system, I I mean, you can completely close-up the firewall except for one outgoing port. And you have all the virtual PLCs connected together and it’s all done. You know, there’s no incoming ports to open up on the firewall to worry about, you know, that security concern. You know, it’s basically like, you know, you’ve already set up a VPN server, if you will. It’s it’s not the same, but similar and, you know, taking care of that connection already. So there’s an immense value in that, I think. Shawn Tierney (Host): And I wanted to add to the zero trust. We’ve covered it on the show. And just for people, maybe you’ve missed it. You know, with zero trust is you’re not trusting anyone. You authorize connections. Okay? So by default, nobody’s laptop or cell phone or tablet can talk to anything. You authorize, hey. I want this SCADA system to talk to this PLC. I want this PLC to talk to this IO. I want this historian to talk to this PLC. Every connection has to be implicitly I’m sorry. Explicitly, enabled and trusted. And so by default, you know, an an integrator comes into the plant, he can’t do anything because in a zero trust system, somebody has to give him and his laptop access and access to specific things. Maybe he only gets access to the PLC, and that makes sense. Think about it. Who knows whether his laptop has been? I mean, we’ve heard about people plug in to the USB ports of the airport and getting viruses. So it’s important that person’s device or a SCADA system or a historian only has access to exactly what it needs access to. Just like you don’t let the secretary walk on the plant floor and start running the machine. Right? So it’s a it’s an important concept. We’ve covered it a lot. And and, Jake, I really appreciate you bringing that up because zero trust is so huge, and I think it’s huge for OT to have it built into their system. Henrik Pedersen (OTee): Yeah. Absolutely. Absolutely. Jacob Abel (Edgenaut): I wanted to highlight too the Henrik mentioned that the the backbone of the system is running on a technology called NATS. That’s spelled n a t s. And why that’s important is this is a a lightweight messaging, service, and it’s designed to send millions of messages per second. You know, that’s opposed to, you know, probably the best Modbus TCP device that you can find. You might get a couple 100 messages through per second. It’s millions of messages per second. It’s, you know, especially with, you know, we’re dealing with AI machine learning, you know, training models. I mean, we’re data hungry. Right? So this gives you the backbone too. You know, it’s like it can push an immense amount of tag data, you know, with ease. I think that’s another really important point. With that, though, I’ll I’ll get on to the demo. Henrik Pedersen (OTee): Oh, that’s great. We do we do see that, Jay, that most of our customers report on that, you know, 400 or 700 x better data resolution. And so it’s it’s a step change for for for the data resolution there. Yeah. Jacob Abel (Edgenaut): Excellent. So one of the things that I personally love about OT is how quickly you can get into the PLC once everything’s set up. So this is OT’s website, obviously, ot.io. So once you’re here, you just go to log in. And that brings in the login screen. Now I’m are I’m using my Google account for single sign on, so I can just click continue with Google. And this brings me into the main interface. And another thing that I love is that, you know, it is very simple and straightforward, you know, and simple is not a bad thing. Simple is a good thing. I mean, the way that things should be is that it should be, it should be easy and the finer details are taken care of for you. So right here, we have our main project list. I just have this one benchmarking program that I’ve imported in here. And you also have device lists, just a a test device that I’ve installed the runtime on. Just real quick. You know, you have a Martha, the AI assistant in the corner here. And, the documentation guides is up here. So you can get help or look into reference material very easily. It’s all right there for you. So I’m gonna open up this program here. So just a quick tour here. Right up here in the top left is basically where where most everything’s done. So if you click on this little down arrow, you can choose what virtual PLC runtime to attach it to. I’ve already attached it to the device. I installed the runtime on. You can add, you know, a new program, driver, function blocks, custom data types real quick here. Compile your program, download it to the device. Check the release history, which is really, really great. As you can, you can go into release history and you can revert to a prior version very easily. We got built in, version control, which is another, great feature. Henrik Pedersen (OTee): I can also just comment on that, Jake, that we do have we do have, in the quite short term roadmap to also expand on that with Git integration, that, a lot of our customers are are asking for. So yeah. Jacob Abel (Edgenaut): Awesome. Yeah. I mean, that’s that’s another, very hot topic right now. It’s, you know, getting getting the revision control systems, as part of, you know, at least the textual, programming languages. See, so, you know, we have a few, like, housekeeping things here. I mean, you can delete the program, export it. It’s a good good point here is that, OT complies with the PLC open, XML specification. So you can import or export programs, in this XML format, and it should work with solid majority of other automation software out there. You know, if you need to, you want to transition over to OT, you know, you can export it from your other software and import it rather easily. Got your program list here and, you know, just the basic configuration of, you know, you can add global variables that you wanna share between the different programs and POUs or, you know, change the, cycle rate of the periodic tasks, add more tasks. Let’s just get jump into this program here. Both the system uses the IEC sixty one one thirty one dash three standard structured text. So here’s just a little, quick benchmark program that I’ve been using to do some performance testing. Like you, you have the, the code right here, obviously. And on our, our right, the variable list, very easy to add a new variable and pick out the type. You can set a set of default value, add some notes to it. Super easy. So let’s go online. So if you have these little glasses up here in the top, right, you display live tag values. And so it’s grabbing from the runtime that’s running and plopping it right in here in the editor, which I I love the way it’s displayed. It makes it. And, you know, it’s one of the question marks is if you’re doing structured text instead of letter logic, like how it’s gonna show up and how readable is it gonna be. I think the, the text, like the color contrast here helps a lot. It’s very, very readable and intuitive. And we also have the tag browser on the right hand side. Everything is, organized into, you know, different groups. There’s the the resources and instances that you’ve set up in the configuration tab. So the by default, the tag the tags are all listed under there. And here too, you know, you can set tag values doing some performance testing, as I said. So this is, recording some some jitter and task time metrics. And that’s that’s really it. That’s the that’s the cloud IV in a nutshell. Super easy, very intuitive. I mean, it’s there there’s zero learning curve here. Shawn Tierney (Host): For the, audio audience, just a little comment here. First of all, structured text to me seems to be, like, the most compatible between all PLCs. So, you know, everybody does ladder a little bit differently. Everybody does function blocks a little bit differently. But structured text and, again, I could be wrong if you guys think out there in the in listening, think I’m wrong about that. But when I’ve seen structured text and compared it between multiple different vendors, it always seems to be the closest from vendor to vendor to vendor. So I can see this makes a great a great place to start for OT to have a virtual PLC that supports that because you’re gonna be able to import or export to your maybe your physical PLCs. The other thing is I wanted to comment on what we’re seeing here. So, many of you who are familiar with structured text, you know, you may have an if then else, or an if then. And and you may have, like, tag x, equals, you know, either some kind of calculation, you know, maybe, you know, z times y or just maybe a a constant. But what we’re seeing here is as we’re running, they have inserted at a in a different color the actual value of, let’s say, tag x. So in between you know, right next to tag x, we see the actual value changing and updating a few times a second. And so it makes it very easy to kinda monitor this thing while it’s running and see how everything’s working, and I know that’s that’s huge. And I know a lot of vendors also do this as well, but I love the integration here, how it’s so easy to see what the current values are for each of these variables. And, I’ll turn it over to you, Hendrick. I think I interrupted you. Go ahead. Henrik Pedersen (OTee): Yeah. No. I was just gonna comment on that. Jake said, like, this is the this is the POC editor, and the next the next big feature that we’re releasing very soon is essentially the service, manager, which is the, which is the feature that will allow our users to deploy any kind of service very efficiently, like another runtime or OPC UA server or an entity server or or or whatever other, software components that that, you want to deploy, like a Knox server or things like that. So and that’s that’s, we were really excited about that because, that will kind of allow for a step change in how you kind of orchestrate and manage your system and your, your system and your, your, you have a very good overview of what’s going on with versions of, of the different software components running in your, your infrastructure and your devices and things like that. So we’re really excited about that, that it’s coming out. And it might be that actually when when this, episode airs, who knows if it’s if it’s done or or not, but we’re very close to release the first version of that. So excited about that. Shawn Tierney (Host): Now I have a question for you guys, and maybe this is off topic a little bit. So let’s say I’m up here in the cloud. I’m working on a program, and I have some IO on my desk I wanna connect it to. Is that something I can do? Is there a connector I can download and install my PC to allow the cloud to talk to my IO? Or is that something where I have to get a a, you know, a local, you know, like we talked about those industrial Linux boxes and and test it here with that? Henrik Pedersen (OTee): Yeah. So I think you what you what you’re you’re after is, like, the IO configuration of, if you wanna deploy a driver, right, or, like, a modbus driver and how you figure out the system. Right? Shawn Tierney (Host): Yeah. Because this is in the cloud. It’s not on my desk. The IO is on my desk. So how would I connect the two of them? How would I is is that something that can be done? Henrik Pedersen (OTee): Yep. Yeah. Exactly. That’s that’s actually the you know, I I think, Jake, you might just wanna show why you deploy a driver. Right? Jacob Abel (Edgenaut): Sure. Sure. And I just wanna take a second to, clarify. You know, it’s something that kinda comes up often, and I I don’t I don’t think it gets it’s it’s cleared up enough is that so, you know, we have this cloud ID here. So, you know, you can open this from anywhere in the world. But the virtual PLC run times get installed on computers preferably very locally, you know, on the machine, on the factory floor, something like that. I I’ve got, an edge computer right here. Just as an example. I mean, this is something you would just pop in the control panel and you can install OT on this. So to answer your question better, Shawn, you know, to get to, you know, the remote IO that you need essentially, or actually in the, in the case of this, this has onboard IO. You know, you’re looking at connecting with MOBAs, PCP, Ethernet IP. I I know that a lot more protocols are coming. Profinet. So how you would do that is that you have that plus sign up here and add a driver config. We’re just gonna do, Modbus real quick. Henrik Pedersen (OTee): Mhmm. Jacob Abel (Edgenaut): And we wanna add a TCP client. So you can name the client, tell it how fast to pull, you know, any delays, put in the IP address. Just an example. Do the port number if you need and then add your requests. You know, you have support for, all the main function codes and mod bus right here, you know, read holding, read input, you know, write multiple coils, all that good stuff, you know, tell address how many registers you wanna do, timeouts, slave ID. And then, you know, once you’ve done that, so let’s say, you know, I’m gonna read, and holding registers here, the table on the right auto updates. You can do aliases for each one of these. You can just do register one Mhmm. As an example Shawn Tierney (Host): It’s showing just for the audio audience, it’s showing the absolute address for all these modbus, variables and then, has the symbols, and he’s putting in his own symbol name. It has a default symbol name of symbol dash something, and he’s putting his own in, like, register one, which makes it easier. Yeah. Jacob Abel (Edgenaut): Good point. Yeah. Good point. Thanks, Shawn. So, yeah, once once you put in your request and you can throw in some aliases, for the different registers, you know, you can go back to your program and here’s this, sample variable that I just added from earlier. You know, you can the registers are 16 bits. I’m gonna select, an int. And what you can do here now is select those modbus requests that you just set up. So it automatically maps these to those variables for you. So that that way you don’t have to do anything anything manual, like have a separate program to say, you know, this tag equals, you know, register 40,001. You know, it’s already mapped for you. So that’s that’s essentially how you would connect to remote IO is, just add a client in the driver configs and, fill in all your info and be off and running. Shawn Tierney (Host): That’s excellent. I really liked how you were able to easily map the register to the modbus value you’re reading in or writing to to your, variable so you can use that in your program. That was very easy to do. Jacob Abel (Edgenaut): Oh, yeah. Yeah. It’s that it’s like I said, that’s one of the things that I love about this interface is that everything is just very straightforward. You know, it’s it’s super easy to just stumble upon whatever it is you need and figure it out. Henrik Pedersen (OTee): And just just, to add to to kinda your your processors, like, once you have created that connection between the IO and and and the program, you basically just, compile it and download it to the to the runtime again, and and it executes locally the based on the yeah. Nice. Jacob Abel (Edgenaut): Oh, right. Good point. Yeah. Of of course, after we add something, we do have to redownload. So Shawn Tierney (Host): Very interesting. Well, that answers my question. Jacob Abel (Edgenaut): I think that’s that’s about it for the the demo. I mean, unless, Shawn, you have any more questions about the interface here. Shawn Tierney (Host): No. It looked pretty straightforward to me, Hendrik. I don’t know. Did you have anything else you wanted to discuss while we have the demo up? Henrik Pedersen (OTee): Nope. Not nothing related to this except for that, you know, this is probably something that’s quite new in the OT space is that this is a software service, meaning that there are continuous development going on and releases, and improvements to the software all the time. Like literally every week we deploy new improvements. And, and what, I typically say is that like, the, you know, if you if you if you sign up with OT, what you what you will experience is that the actual software keeps on becoming better over time and not is not going to become outdated. It’s going to be just better over time. And I think that’s part of what I really loved about the innovation space, innovation happening around IT is that that, that has become the new de facto standard in how you develop software and great software. And I think we in, in, in the OT space, we need to adopt that same methodology of developing software, something that continuously becomes better over time. Shawn Tierney (Host): Yeah. And I would just say, you know, if you’re if you’re on the OT side of things, you wanna be in six eleven thirty one dash three languages, because these are things that your staff, you know, what you know, your electricians and technicians and even engineers, you know, should know, should be getting up to speed. I don’t know. We’re at the automation school. We’re teaching, structured text. And so, easier. I look at this, and I’m like, this is a lot easier than trying to learn c plus or or JavaScript. So in any case, I think, you know, if it’s an OT side real IO control, real control system or data collection, you know, you know, very important, you know, mission critical data collection, then, you know, I’d rather have this than somebody trying to write some custom code for me and, you know, use some kind of computer language who doesn’t understand, you know, the OT side of things. So, I could definitely see the advantage of your system, Henrik. Henrik Pedersen (OTee): Yep. I I I also wanted to say to that, Stike, the I I do not believe the EIC standards in general will disappear. They exist for a very good reason. Right. Exists to standardise to to ensure safety and determinists, determinism in this. So I don’t think they will disappear. But there are obviously advances now with AI and things like that that can can help us create these things much faster and much more efficient and things like that. So, so but, but the EIC standards, I think, will be there for a very long time. Obviously, the 06/4099 standard is is really exciting, and and we believe that that can be, yeah, that that can clearly be there, but it’s still a new EIC standard. So, Shawn Tierney (Host): it’s not think what we’re gonna see is we’re gonna see a lot more libraries fleshed out. There’ll be a lot less writing from scratch. We’ve interviewed on the History of Automation podcast. We’ve interviewed some big integrators, and they’re at a point now, you know, twenty, thirty years on that they have libraries for everything. And I think that’s where we’ll see, you know, much like the DCS, I think, vendors went two years ago. But I still think that the there’s a reason for these languages. There’s a reason to be able to edit things while they run. There’s a reason for different languages for different applications and different, people maintaining them. So I agree with you on that. I don’t I don’t think we’re we’re gonna see the end of these, these standard languages that have done us very well since the, you know, nineteen seventies. Jacob Abel (Edgenaut): I just wanna add a bit on there about, Shawn, you mentioned, you know, doing less code. I I did show earlier in the bottom right hand corner here, we have our our little AI assistant, Martha. I don’t believe the feature, it has been released yet. You know, Henrik, correct me if I’m wrong, but I know one of the things that’s coming is, AI code generation, you know, similar to that of cloud or chat GPT. So it’s going to, you know, you can open this guy up here. You know, right right now, I think it’s just for, help topics, but you’ll be able to talk to Martha and she’s gonna generate code for you in your program there all built in. Henrik Pedersen (OTee): Yeah. Yeah. That’s that’s coming really fast now. So, it’s it’s not been implemented yet, but it’s, it’s right around the corner. Shawn Tierney (Host): Yeah. And it’s it’s not gonna be able to it’s you’re not gonna be able to hook a camera up to it and, like, take pictures of your machine and say, okay. Write the control code for this. But, you know, if you had a, you know, process that had 12 steps in it, the AI could definitely help you generate that code and and other code. And we’ll have to have Henrik and Jake back on to talk about that when it comes out, but, you know, it’s gonna be able to save you, reduce the tedious part of the the coding. You know, if you need an array of so many tags and so many dimensions or, you know, the stuff that, you know, it would just be the typing intensive, it’s gonna be able to help you with that, and then you can actually put the context in there. Just like, you can pull up a template in Word for a letter, and then you can fill in the blanks. You know? And and, of course, AI is helping make that easier too. But, in any case, Henrik, maybe you can come back on when that feature launches. Henrik Pedersen (OTee): Yeah. Absolutely. And I’m also excited about just a simple a use case of of translating something. Right? Translating your existing let’s say if it’s a proprietary code or something like that, like, getting it getting it standardized and translating it to the ESE six eleven thirty one standard, for instance, or, so so the obviously AI is, like, perfect for this space. It’s there is no doubt, And and it’s, like, that’s also why I’m so excited about, like, what’s going on at the moment. It’s like there’s so much innovation potential, in the on the OT side now that, they are with all these new technologies. Shawn Tierney (Host): Yeah. Absolutely. Absolutely. Well, gentlemen, was there anything else you wanted to cover? Henrik Pedersen (OTee): I think just just one final thing from from me is, like, we thought a lot about it, like, before this this episode, and we thought, like, let’s offer let’s offer the listeners something something of of true value. So so we thought, the, you know, after this after this episode launched, we want to want to offer anyone out there that’s listening a free, completely hands on trial of our technology, in their in their in their environment or on their Raspberry Pi or whatever. So just just reach out to us if you wanna do that. And, and I yeah. We’ll get you set up for for for testing this, and it’s not gonna cost you anything. Shawn Tierney (Host): Well, that’s great. And, guys, if you’re listening, if you do take advantage of that free trial, please let me know what you thought about it. But, Henrik, thank you so much for, that offer to our listening audience. Guys, don’t be bashful. Reach out to him. Reach out to Jake. Jake, thank you for doing the demo as well. Really appreciate it. My pleasure. Any final words, Henrik, before we close out? Henrik Pedersen (OTee): No. It’s been great. Great, being here, Shawn, and thanks for for helping us. Shawn Tierney (Host): Well, I hope you enjoyed that episode. I wanna thank Hendrik and Jacob for coming on the show, telling us all about OT virtual PLCs, and then giving us a demo. I thought it was really cool. Now if any of you guys take them up on their free trial, please let me know what you think. I’d love to hear from you. And, with that, I do wanna thank OT for sponsoring this episode so we could release it completely ad free. And I also wanna thank you for tuning back in this week. We have another podcast coming out next week. It’ll be early because I will be traveling and doing an event with a vendor. And so expect that instead of coming out on Wednesday to come out on Monday if all goes as planned. And then we will be skipping the Thanksgiving, week, and then we’ll be back in the in the, in December, and then we have shows lined up for the new year already as well. So thank you for being a listener, a viewer, and, please, wherever you’re consuming the show, whether it’s on YouTube or on the automation blog or at iTunes or Spotify or Google Podcasts or anywhere, please give us a thumbs up and a like or a five star review because that really helps us expand our audience and find new vendors to come on the show. And with that, I’m gonna end by wishing you good health and happiness. And until next time, my friends, peace. Until next time, Peace ✌️  If you enjoyed this content, please give it a Like, and consider Sharing a link to it as that is the best way for us to grow our audience, which in turn allows us to produce more content

Svetlana Zavelskaya, Head of Software Engineering for Data Platform and Infrastructure at Quanata, joins the show to unpack what it really takes to make the “impossible” possible in tech. From re-architecting a startup codebase to scaling innovation inside an insurance giant, she shares how her team turns complex R&D challenges into production-ready systems. This conversation dives deep into engineering discipline, AI tool adoption, and why the next wave of insurance innovation is powered by data and software.Key Takeaways• Real innovation often means balancing speed with long-term architecture decisions• AI coding tools are valuable for exploration but need governance and clear security guardrails• POCs fail when expectations aren't aligned, not because the tech doesn't work• Insurance tech is evolving fast through telematics and context-based data models• Well-structured, well-documented code is still the foundation for scalable innovationTimestamped Highlights00:33 How telematics is changing the economics of insurance and rewarding better drivers03:59 Cars as software platforms and what that means for data privacy and innovation06:02 The growing pains of re-architecting an organically built startup codebase08:38 Evaluating new AI tools and maintaining data security across teams11:08 Why most AI POCs never make it to production16:29 How Quanata's R&D work feeds into State Farm's larger technology initiatives20:40 Safe-driving challenges, behavioral change, and saving lives with dataA Thought That Stuck“If we can prevent just 1 percent of drivers in the world from using their phone behind the wheel, imagine how many lives we can save.”Pro Tips• Before starting a POC, define if it's an experiment or a potential product foundation• Let engineers explore new tools but build frameworks to govern how data and results are handledCall to ActionIf you enjoy exploring how data, AI, and engineering innovation come together to solve real-world problems, follow The Tech Trek on Apple Podcasts or Spotify and share this episode with a colleague who builds at the edge of what's possible.

In this episode of the Podcast of Champions hosts Ryan Abraham and David Woods talk about week ten in the Big Ten that included No. 1 Ohio State tearing the heart out of Penn State, leaving the Nittany Lions winless in conference play heading into November. The No. 19 ranked Trojans didn't play a clean game, but it was clean enough to take down Nebraska in Lincoln. The Huskers not only lost the game, but lost starting quarterback Dylan Raiola for the remainder of the season. Curt Cignetti continues his killing spree, obliterating Maryland before Indiana's debut at No. 2 in the first College Football Playoff rankings. Looking ahead to week 11, the guys preview and pick against the spread for all of the Big Ten games including the marquee game of the weekend with No. 9 Oregon at No. 20 Iowa. The guys also discuss those initial CFP rankings and discuss UCLA suing the Rose Bowl trying to get out of its contract to play there. As always, they wrap up the podcast by answering listener email and live chat questions. For the video simulcasts of our POC please subscribe to your ⁠YouTube channel⁠! Please follow, give the POC a five-star rating and post a review on ⁠Apple Podcasts⁠ and ⁠Spotify⁠! ⁠⁠You can bet all of the Big Ten games over at MyBookie! To learn more about listener data and our privacy practices visit: https://www.audacyinc.com/privacy-policy Learn more about your ad choices. Visit https://podcastchoices.com/adchoices

Do you create separation from the Earth? When you choose energies like anger and judgment, you are creating that separation. In this episode of Choice, Change and Action, Simone Milasas talks with Heather MacMillan about receiving from the Earth and allowing the creative chaos energy that the Earth can gift you, so that you can be the naked power and potency you truly be in the world. The Earth so desires to contribute to us and that connection with the Earth that we can have is a reality that Simone is asking for more of every day.  Let's choose gratitude and joy! Ask to be in communion with Earth again, and start to walk with the Earth rather than on the Earth.   Questions And Tools: "What can I contribute to the Earth?"  "What would create ease, joy and glory?" "What would create something greater?" What laws, libido, communion, capacities, magnificence, magic, energy and elegance can me and my body be to acknowledge and be the naked we we truly be for all eternity? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. What if you started embracing and engaging peace, gratitude and joy as your reality? Everything that doesn't allow you to choose that and know that it is possible, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. As Mentioned In This Episode: El Lugar: https://ellugar.com  Useful Links: The Clearing Statement explained Access Consciousness Website Choice, Change & Action Podcast Instagram Follow Simone Milasas Simone's Website Simone's Instagram Simone's Facebook Simone's YouTube Simone's Telegram Simone's Contact Email  Follow Heather MacMillan Heather's Website Heather's Instagram Heather's Facebook Heather's Soundcloud Play with Simone Milasas The Profit Club membership Getting Out of Debt Joyfully Taking Action online video course All Upcoming Classes with Simone Past Class Recordings

In this episode of the Pound of Cure Weight Loss Podcast, Dr. Matthew Weiner and long-time surgical partner Deidre Schodroski dive deep into the real-world challenges bariatric patients face after surgery. From the surge in heartburn after gastric sleeve procedures to long-term PPI use, iron deficiencies, protein shake intolerance, hypoglycemia, and muscle loss—this episode delivers practical, science-backed solutions for every stage of the journey.They also discuss the synergistic benefits of combining GLP-1 medications with bariatric surgery, how to manage complications, and why technology like the Pound of Cure app and Sage, the AI dietitian, is transforming personalized weight loss care. If you've ever felt lost in the complexity of postop life or medications, this conversation offers clarity, direction, and support.- Discover why PPIs aren't always the enemy- Learn how to build muscle after surgery- Understand how meds + surgery = better results- Get protein shake tips that actually work for your gut- Start using our free app to optimize your careLearn more about how POC can help you: https://poundofcureweightloss.com/

Every practice owner wants consistent, predictable revenue—and the best way to earn this are patients who keep coming back because you continue to transform their life, and they truly value what you provide. That's exactly what continuity and maintenance memberships can create. In this episode, I walk through the most effective strategies for getting more patients to say "yes" to your ongoing care memberships—without feeling salesy or pushy, or offering them anything that wouldn't be of significant value to them.. And since this episode releases right around Halloween, I'll start with a quick personal update.

In this episode of the Podcast of Champions hosts Ryan Abraham and David Woods talk about week nine in the Big Ten, including Indiana's demolition of upstart UCLA, Michigan knocking off Michigan State, and Rutgers coming from behind to beat Purdue on the road. Looking ahead to week ten, Penn State squares off against Ohio State, USC heads to Nebraska, and Indiana looks to go 9-0 against Maryland. As always, they wrap up the podcast by answering listener email and live chat questions. For the video simulcasts of our POC please subscribe to your YouTube channel! Please follow, give the POC a five-star rating and post a review on Apple Podcasts and Spotify! ⁠You can bet all of the Big Ten games over at MyBookie! To learn more about listener data and our privacy practices visit: https://www.audacyinc.com/privacy-policy Learn more about your ad choices. Visit https://podcastchoices.com/adchoices

Neste episódio contamos a história do AI-PAVE-BR, um projeto criado no LuizaLabs para extrair valores de atributos em escala no catálogo do e-commerce que evoluiu para um artigo premiado no principal evento brasileiro de inteligência artificial em 2025. Explicamos o problema original, por que soluções prontas não bastavam, como uma LLM foi orquestrada com few shot e um golden set anotado por especialistas para comparar máquina e humano, e o que fizemos para evitar vieses na validação. Falamos de métricas, normalização textual, tempo de resposta em produção e do caminho de POC a produto.Discutimos ainda por que publicar pesquisa aplicada fortalece a cultura de dados no Brasil, o que vem depois em termos de catálogo, logística e supply chain e quais fundamentos técnicos realmente importam para quem quer sair do model fit e gerar impacto de negócio.Edição completa por Rádiofobia Podcast e Multimídia: ⁠⁠https://radiofobia.com.br/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠---Nos siga no Twitter e no Instagram: @luizalabs @cabecadelabDúvidas, cabeçadas e sugestões, mande e-mail para o cabecadelab@luizalabs.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ou uma DM no InstagramParticipantes: ANA CAROLINA FONSECA BARRETO | https://br.linkedin.com/in/anacarolinafonsecabarreto/ CAIO GOMES | https://br.linkedin.com/in/caiokylegomesMURILO GAZZOLA | https://br.linkedin.com/in/mgazzolaHUGO GOBATO | https://br.linkedin.com/in/hugo-gobato-souto-669b17161

Regardless of whether you are a man or a woman, what would it take to choose something that works for you and not feel wrong? In this episode of Choice, Change and Action, Simone Milasas continues her conversation with Graeme Crosskill about what it means to be a man in today's society, and the differences between men and women. Join Graeme and Simone for more on what men and women want, the lies we've been told about genders, sex, and the willingness to receive from both genders. How much more can we ask for? Reach for something greater, reach for something more. Questions And Tools: "What would it take to choose something that works for me?" All the definitions you have of receiving, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. What if today was the day that you made the demand of yourself to start being kind to you and also to start receiving more kindness in your life? What would that be like? How much vulnerability would you have to choose and be? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. As Mentioned In This Episode: Return of the Gentleman, by Dr. Dain Heer: https://www.accessconsciousness.com/en/shop-catalog/book/return-of-the-gentleman The Gentlemen's Club, by Gary M. Douglas: https://www.accessconsciousness.com/en/shop-catalog/book/the-gentlemens-club The Long Walk, by Slavomir Rawicz: https://www.amazon.com/dp/149302261X Useful Links: The Clearing Statement explained Access Consciousness Website Choice, Change & Action Podcast Instagram Follow Simone Milasas Simone's Website Simone's Instagram Simone's Facebook Simone's YouTube Simone's Telegram Simone's Contact Email Follow Graeme Crosskill Graeme's Website Graeme's Instagram Graeme's Facebook Play with Simone Milasas The Profit Club membership Getting Out of Debt Joyfully Taking Action online video course All Upcoming Classes with Simone Past Class Recordings

A former defense contractor is charged with attempting to sell trade secrets to Russia. Researchers uncover critical vulnerabilities in TP-Link routers. Microsoft patches a critical Windows Server Update Service flaw. CISA issues eight new ICS advisories. “Shadow Escape” targets LLMs database connections. Halloween-themed scams spike. Our guest is Chris Inglis, first National Cyber Director, speaking on cybercrime and the upcoming documentary on cyber war, "Midnight in the War Room". WhatsApp's missing million-dollar exploit.  Remember to leave us a 5-star rating and review in your favorite podcast app. Miss an episode? Sign-up for our daily intelligence roundup, Daily Briefing, and you'll never miss a beat. And be sure to follow CyberWire Daily on LinkedIn. CyberWire Guest Today we are joined by Chris Inglis, first National Cyber Director, speaking on cybercrime and the upcoming documentary on cyber war, "Midnight in the War Room" presented by Semperis. Learn more and check out the trailer. Selected Reading Hacking Lab Boss Charged with Seeking to Sell Secrets (Bloomberg) Dark Covenant 3.0: Controlled Impunity and Russia's Cybercriminals (Recorded Future) New TP-Link Router Vulnerabilities: A Primer on Rooting Routers (Forescout) Windows Server emergency patches fix WSUS bug with PoC exploit (Bleeping Computer) CISA Releases Eight Industrial Control Systems Advisories (CISA) Cyberattack on Russia's food safety agency reportedly disrupts product shipments (The Record) Shadow Escape 0-Click Attack in AI Assistants Puts Trillions of Records at Risk (Hackread) Trick or Treat: Bitdefender Labs Uncovers Halloween Scams Flooding Inboxes and Feeds (Bitdefender) Pwn2Own WhatsApp Hacker Says Exploit Privately Disclosed to Meta (SecurityWeek) Share your feedback. What do you think about CyberWire Daily? Please take a few minutes to share your thoughts with us by completing our brief listener survey. Thank you for helping us continue to improve our show. Want to hear your company in the show? N2K CyberWire helps you reach the industry's most influential leaders and operators, while building visibility, authority, and connectivity across the cybersecurity community. Learn more at sponsor.thecyberwire.com. The CyberWire is a production of N2K Networks, your source for strategic workforce intelligence. © N2K Networks, Inc. Learn more about your ad choices. Visit megaphone.fm/adchoices

Send us a textWe were so excited to chat with return guest Shabana Azeez about one of our favorite shows of the year, The Pitt! We talk activism, mental health, and how she had to study up on American culture (she's originally from Adelaide, Australia). Then we dive into whether Noah Wiley is hot (spoiler: he is), how she accidentally went viral on social media, and which actor made her fall to her knees when she met them.Listen to our first interview with Shabana for the film BirdeaterListen to our second interview with Shabana for the short film I'm the Most Racist Person I KnowFollow actor Shabana Azeez on IGSupport the showThanks for listening and for your support! We couldn't have won Best of the Bay Best Podcast in 2022 , 2023 , and 2024 without you! -- Fight fascism. Shop small. Use cash. -- Subscribe to our channel on YouTube for behind the scenes footage! Rate and review us wherever you listen to podcasts! Visit our website! www.bitchtalkpodcast.com Follow us on Instagram & Facebook Listen every Tuesday at 9 - 10 am on BFF.FM

This week, Candace, Liv and Jeremy are joined by Dropout and Dimension20 legend Oscar Montoya! Talking about how Oscar's improv training has influenced the shape of the characters he plays, his time on shows like TalesUnrolled and Dimension20, and how POC representation in media has affected the stories he tells. But there's way more to this interview! For the full extended cut, head over to our Patreon to listen to the full version! Also - did you miss out on our first

What is your story with money; the who, what, where, when, why, how you are with money? You can change your financial reality, no matter what your story or current situation with money is.   In this episode of Choice, Change and Action, Simone Milasas her history with money and what she has now chosen, beyond labels and definitions. Wherever you are currently at with your finances, you chose it! What would you like to choose now? All the stories you tell yourself that are preventing you from creating what you could be choosing, are they actually true? Or is it what has been projected at you? If you give them up, you can have a different reality with money. There's not a lack of money in the world, there's people choosing a lack of money. Don't be one of those people. Choose to be a being that receives.  What else is possible with your financial reality today? Let's create and generate a whole lot more money!   Questions And Tools: “What else is possible with my financial reality today?”  “If I was creating my life, what would you choose?” Tap into the energy of where your financial reality is right now. What is the energy that comes up for you? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. Who are you with money? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. What are you with money? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. Where are you with money? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. When are you with money? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. Why are you with money? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. How are you with money? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. All the stories that you have, all the justification, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. Allow your life and financial reality to have chaos. Let's instil it on 3: 1,2,3. What energy can you be today that will allow more money to show up? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. How many of you are familiar with the platform and the reality of struggle with money; the who, what, where, when, why, how you are with money and the struggle with money? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. How many of you have the reality with money of accumulating debt everywhere? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. How many of you have a platform where you trust others and you don't trust you? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. What in your life currently do you know you should change but you haven't been choosing to change it because it's familiar; you know this energy? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. How many of you know that you could change your financial reality and yet you spend so much time and energy on choosing not to? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. How many of you have the platform and definition of "This can't be mine," when it comes to money? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. What is it you would like to choose? Would you please let the universe contribute to you; let the door open and walk through it? Find out what's on the other side. Everything that doesn't allow you to choose that and take some action, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. Are you willing to give up your story, your trauma and drama around money, your dios mio? Everything that is, times a godzillion, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. Everywhere you are buying a certain frequency with regards to money that you must have, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. All the energies you've been refusing to receive, will you destroy and uncreate it? Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. All the platforms, all the who, what, where, when, why, how you have decided you are with money and finances, will you destroy and uncreate it? Throw that shit away! Right and wrong, good and bad, POD and POC, all 100, shorts, boys, POVADs, creations, bases and beyonds. What would it be like to receive more? As Mentioned In This Episode: Joy of Business book by Simone Milasas: https://www.accessconsciousness.com/en/shop-catalog/book/joy-of-business  Getting Out Of Debt Joyfully book by Simone Milasas: https://www.accessconsciousness.com/en/shop-catalog/book/getting-out-of-debt-joyfully  Access.me app: http://Access.me  Money Isn't The Problem You Are book by Gary M. Douglas & Dr. Dain Heer: https://www.accessconsciousness.com/en/shop-catalog/book/money-isnt-the-problem-you-are  Money Come, FREE Energy Pull recording: https://youtu.be/BynOUxU-lK4?si=RSt41-mNYC1o0xJl  FREE Business Energy Pull recording: https://www.youtube.com/live/kZ7prkd9ol4?si=uoMgsZIRGwwocWWD  Useful Links: The Clearing Statement explained Access Consciousness Website Choice, Change & Action Podcast Instagram Follow Simone Milasas Simone's Website Simone's Instagram Simone's Facebook Simone's YouTube Simone's Telegram Simone's Contact Email  Play with Simone Milasas The Profit Club membership Getting Out of Debt Joyfully Taking Action online video course All Upcoming Classes with Simone Past Class Recordings  

This week we are joined by Jilberto Soto! Jilberto is a first-generation Mexican American comedian who produces and runs two standout comedy shows: Purple Park Comedy, which spotlights rising POC and female comics, and Mariposas Comedy, an all-queer showcase. Jilberto is also the host of I Hope This Ages Well, a podcast where he interviews fascinating seniors in NYC, and co-hosts Together We're Straight with Liz Glazer. He has opened for Ralph Barbosa and has been featured at the New York Comedy Festival (2022-2024), Netflix Is a Joke Fest, and Limestone Comedy Festival in 2024. He was also a finalist in the NYC Queer Comedy Festival.In this episode, Jilberto shares his journey of self-discovery, cultural identity, and the challenges of moving to New York during the pandemic. The discussion touches on the importance of therapy, family support, and the impact of media representation on personal identity. Jilberto also opens up about his experiences with dyslexia, coming out to his family, and how comedy serves as a platform for cultural commentary. The conversation highlights the complexities of navigating life as a member of the LGBTQ community while embracing one's heritage and identity. Recommendations From This Episode: Alone Being A Goof At Camp with Julia Lindon - Season 3, Episode 32The Spinach KingFollow Jilberto: @jilbertosFollow Carly: @carlyjmontagFollow Emily: @thefunnywalshFollow the podcast: @aloneatlunchpodPlease rate and review the podcast! Spread the word! Tell your friends! Email us: aloneatlunch@gmail.com Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

What does it take to build AI that enterprises can actually trust? That's the question I explored with Nirankush “Kush” Panchbhai, Senior Vice President of Platform Fundamentals at ServiceNow, in a conversation about AI governance, human-centered design, and how the company's AI Control Tower is reshaping enterprise adoption. Kush describes the AI Control Tower as an “air traffic controller” for AI agents, a central command center that provides visibility, accountability, and governance across every part of an organization's AI ecosystem. It embeds compliance, legal, and risk workflows directly into the development process, replacing endless approval cycles with automated guardrails that accelerate innovation rather than slow it down. The result is a system where humans remain firmly in control, supported by transparent, explainable AI that acts as a teammate rather than a tool. We also discuss how ServiceNow is helping enterprises move beyond the “POC palooza” of pilot projects that never scale. By treating AI agents as members of a digital workforce—with performance tracking, retraining, and measurable ROI—companies can finally connect investment to real outcomes. Governance, in this context, isn't a constraint; it's a catalyst for confidence and adoption. At its core, ServiceNow's philosophy is about taking the work out of work, not the human out of work. From password resets to process automation, AI is freeing employees to focus on creative, high-value problem-solving while building trust through transparency and accountability. As organizations begin managing both human and digital workforces, one question lingers: can AI governance truly become the accelerator that turns trust into enterprise-scale transformation? And what does it take to ensure AI always serves people, not the other way around? Share your thoughts after the episode.