Podcasts about Sensor

Der perfekte Content hat kein Rezeptbuch – er braucht Intuition, Erfahrung und einen messerscharfen Sensor für den Zeitgeist. Tim Eichel weiß genau, wie man Geschichten erzählt, die global hängenbleiben. Als internationaler Producer und Kreativer im Entertainment-Bereich zieht er im Hintergrund die Fäden bei Musikvideos für Clueso, Werbekampagnen mit Welt-DJane Peggy Gou oder Großprojekten für die UEFA in Miami. Er pendelt zwischen Los Angeles, New York, Ibiza und Düsseldorf – und ist immer genau dort, wo das kreative Chaos gemanagt werden muss. Für Tim ist der Producer wie ein Flugzeugpilot: Er trägt die volle Verantwortung und muss die Contenance bewahren, wenn das Projekt mitten durch ein Gewitter fliegt.Im Gespräch mit Carsten Puschmann gibt der Manager von Made in Berlin einen ungeschminkten Blick hinter die Kulissen der weltweiten Kreativwirtschaft. Es geht um den Mut, die eigene Komfortzone radikal zu verlassen, warum langwierige Studiengänge in der Praxis oft versagen und wie man lernt, Chaos nicht nur zu verwalten, sondern proaktiv zu nutzen. Außerdem nimmt Tim kein Blatt vor den Mund, wenn es um den aktuellen Status quo in Deutschland geht: Ein offenes Gespräch über die lähmende Angst vor dem Scheitern, warum Stagnation brandgefährlich ist und weshalb wir dringend wieder mehr Optimismus, Eigenverantwortung und unternehmerischen „Biss“ brauchen.Wir reden über

The rivers of Washington, D.C. are becoming living laboratories for the future of urban water stewardship, with Xylem and the Reservoir Center helping launch a new real-time water quality monitoring network across the Potomac, Anacostia, and Shenandoah rivers. In this episode, guests Nicole Horvath of the Reservoir Center, Trey Sherard of Anacostia Riverkeeper, Olympic rower Aquil Abdullah, and Lynn Coffey of Living Classrooms discuss how technology, recreation, education, and environmental restoration are converging around these waterways.They discuss how Xylem's monitoring equipment and the public dashboard are providing communities with information on water temperature, bacteria, chloride, turbidity, algae, and more — helping paddlers, anglers, educators, scientists, and residents better understand their local waterways. The episode also examines how nonprofits, watershed groups, and community organizations are partnering with Xylem and the Reservoir Center to expand access to water quality information and create a long-term record of environmental change in the Chesapeake Bay watershed. From rowing on the Potomac to teaching students on Kingman Island, the discussion centers on a powerful idea: healthier rivers depend on informed communities, collaborative partnerships, and better tools to understand the water flowing through our cities.waterloop is a nonprofit news outlet exploring solutions for water sustainability.

Fabian Wegmann, Simon Geschke und Bernd Landwehr sprechen über den Giro d'Italia 2026. Erkenntnisse, Entdeckungen, Tour-Gedanken und Zukunftsfragen. Zudem gibt Florian Stork per Sprachnachricht einen Einblick in seinen Giro. +++++++++ Der Giro-Podcast wird präsentiert von Tubolito – Pionier & Spezialist für TPU-Fahrradschläuche. Mit "SYNCD" hat Tubolito einen Fahrradschlauch mit integriertem Sensor entwickelt, der den Reifendruck in Echtzeit misst und direkt an dein Smartphone oder Garmin-Geräte überträgt.

Research Review Journal https://assets.contentstack.io/v3/assets/blt83c410d686aa5f84/blt3cff46f63887f83e/research-review-journal https://www.sans.edu/cyber-research Analysis of a Year of Files Uploaded to DShield Sensors https://isc.sans.edu/diary/Analysis%20of%20a%20Year%20of%20Files%20Uploaded%20to%20DShield%20Sensors/33026 The Word 'Toad' Gave Any Website Full Control of Chrome's Most Popular VPN https://amibeingpwned.com/blog/urban-vpn-postmessage-command-injection Silent Ransom Group Impersonating IT Personnel through Social Engineering https://www.ic3.gov/CSA/2026/260526.pdf

Esta semana tenemos muchos temas de los que hablar, como nuevas actualizaciones, rumores sobre iOS 27 y nuevos iPhone, y los anuncios de google y su nueva IA. ACTUALIDAD DE SOFTWARE: iOS 26.6, iOS 27 Y APPLE SPORTS - iOS 26.6 Beta 1: Lanzamiento para desarrolladores y el nuevo aviso al alcanzar el límite de contactos bloqueados. - Rumores de iOS 27: La llegada de la generación de fondos de pantalla personalizados con inteligencia artificial. - Apple Sports: Actualización de la app con soporte completo para el Mundial de Fútbol 2026. EL FUTURO DE HARDWARE: IPHONE Y APPLE WATCH - Línea iPhone 18 Pro: Filtración de todos los cambios que traerán los próximos modelos profesionales. - El bache del iPhone Ultra: Más problemas reportados en su cadena de fabricación. - Evolución de materiales: Apple estudia regresar al titanio en sus futuros modelos de iPhone. - iPhone 19 Pro (Edición 20 Aniversario): Primeros detalles que apuntan a bordes curvos y una pantalla completamente limpia, sin notch. - Apple Watch Ultra 4: Rumores de un rediseño completo con un cuerpo más estilizado y nuevas funciones de salud. - Sensor de glucosa de Apple: Avances significativos en el desarrollo del sensor tras un cambio de liderazgo estratégico en el equipo médico. EL TEMA DE LA SEMANA: LA ENCRUCIJADA DE GOOGLE Y LA IA - ¿Fin de la gallina de los huevos de oro?: Análisis de cómo la transformación del buscador tradicional hacia la IA puede poner en jaque el millonario modelo de negocio publicitario de Google. - "Pregúntale a YouTube": Cómo funciona el nuevo buscador conversacional con IA de la plataforma de vídeo. - El beneficiado inesperado: Cómo los masivos anuncios de IA de Google están asustando a los usuarios preocupados por la privacidad, impulsando con fuerza las descargas del navegador DuckDuckGo en el iPhone. APLICACION DE LA SEMANA - Alltrails, perfecta para tus rutas de senderismo: https://dsh.re/4d519 Además de las noticias y la opinión acerca de las novedades de la semana, también responderemos a las preguntas de nuestros oyentes. Tendremos durante toda la semana activo en Twitter el hashtag #podcastapple para que nos preguntéis lo que queráis, nos hagáis sugerencias o lo que se os pase por la cabeza. Dudas, tutoriales, opinión y review de aplicaciones, cualquier cosa tiene cabida en esta sección que ocupará la parte final de nuestro podcast y que queremos que nos ayudéis a hacer todas las semanas. Os recordamos que que si queréis formar parte de una de las comunidades más grandes de Apple en español, entréis a nuestra comunidad de Telegram (enlace) donde podréis opinar, preguntar dudas, comentar las noticias, etc. Y aquí no cobramos por entrar, ni te tratamos mejor si pagas. Os recomendamos que os suscribáis en iTunes en iVoox o en Spotify para que los episodios se descarguen de forma automática en cuanto estén disponibles. También puedes escucharlo en Cuonda, tú eliges.

We're talking about location scouting methods, and why it's best to use the lens-sensor combination the camera crew will be using, and I've been working on a section of my website to help with that. It's at www.shoot43.com or www.silverlightphotoco.com/bts

Grotelüschen, Frank www.deutschlandfunk.de, Forschung aktuell

Fabian Wegmann, Simon Geschke und Bernd Landwehr besprechen die ersten 10 Etappen des Giro d'Italia 2026. –Sprinter, Klassementfahrer, Entdeckungen und Überraschungen. +++++++++ Der Giro-Podcast wird präsentiert von Tubolito – Pionier & Spezialist für TPU-Fahrradschläuche. Mit "SYNCD" hat Tubolito einen Fahrradschlauch mit integriertem Sensor entwickelt, der den Reifendruck in Echtzeit misst und direkt an dein Smartphone oder Garmin-Geräte überträgt.

Wenn eine Sonnenbrille plötzlich mehr Freiheit schafft als viele Speziallösungen – dann wird KI mehr als Technik.In dieser Folge sprechen Dr. Jens Wehrmann, Jochen Schwarzmann und Ekkehard Schmider darüber, wie KI zum Booster im Gesundheitsumfeld werden kann. Nicht als Hochglanz-Versprechen aus der Zukunft. Sondern als Brille, Ring, Sprachassistent, Gen-Analyse, Diagnosehilfe und vielleicht irgendwann als individuell gedrucktes Medikament.Es geht um Menschen mit Einschränkungen, smarte Alltagsgadgets, persönliche Gesundheitsdaten, genetische Tests, personalisierte Medizin, KI in der Forschung und die große Frage: Was passiert, wenn Medizin nicht mehr für den Durchschnitt gemacht wird – sondern für dich?Warum du reinhören solltestWeil KI hier nicht abstrakt bleibt. Eine Sonnenbrille macht Fotos, nimmt Anrufe an, filtert Störgeräusche und wird plötzlich zu einem echten Stück Selbstständigkeit.Weil Gesundheitsdaten auf einmal lebendig werden. Puls, Blutsauerstoff, Schlaf, Verhalten – aus einzelnen Messwerten können Muster entstehen, die vorher unsichtbar waren.⁠Weil personalisierte Medizin plötzlich greifbar klingt. Weg vom „One size fits all“. Hin zu Diagnosen und Therapien, die wirklich zum einzelnen Körper passen.Weil die Folge ehrlich bleibt. Genanalysen können helfen. Aber sie können auch belasten. Nicht jedes Wissen macht das Leben sofort leichter.Weil die Medizin der Zukunft nicht nur im Labor entsteht. KI, Sensoren, 3D-Druck, Proteinforschung und kreative Problemlösung greifen ineinander – und öffnen neue Türen.Weil Hoffnung hier sehr praktisch wird. Es geht um Teilhabe, Sprache, Mobilität, Kommunikation und die Frage, wie Technik Menschen wirklich stärken kann.Spannende Momente aus der FolgeDie Meta Ray-Ban wird vom Consumer-Gadget zum Alltagshelfer: Fotos machen, Familie nerven, Erinnerungen sammeln, Anrufe starten – ganz ohne das Handy aus der Tasche zu holen.Der virtuelle Beifahrer im Auto: erst Spielerei, dann Sparringpartner für Fragen, Vorbereitung und medizinische Gedankengänge.Aus einem Fitness-Ring wird plötzlich ein Gesundheitsinstrument: Blutsauerstoff messen, Puls beobachten, kritische Werte erkennen – ohne Kasten am Finger.Die Genanalyse wird vom spannenden Geburtstagsgeschenk zur großen Frage: Will ich wirklich wissen, was in meiner DNA steht?Der Vergleich sitzt: Chemotherapie wie ein Waldbrand gegen den Wolf. Wirksam, aber brutal. Die Vision: Medizin, die den Wolf findet – und nur ihn trifft.Ganz am Ende wird es fast Science-Fiction: Mini-U-Boote im Körper, individuell gedruckte Medikamente, KI-gestützte Diagnose. Klingt verrückt. Bis man merkt, wie viele Bausteine schon da sind.Was du aus der Folge mitnimmstKI im Gesundheitsbereich beginnt oft klein: mit einem Alltagsgerät, das eine Barriere abbaut und plötzlich Lebensqualität zurückgibt.Daten sind nur der Anfang. Entscheidend ist, ob sie individuell verstanden, kombiniert und sinnvoll genutzt werden.Personalisierte Medizin könnte Diagnose, Therapie und Prävention radikal verändern – besonders bei seltenen oder komplexen Krankheiten.Mehr Wissen bedeutet mehr Verantwortung. Gerade genetische Tests zeigen, dass Fortschritt nicht nur technisch, sondern auch emotional und ethisch anspruchsvoll ist.Die stärksten Ideen entstehen oft an Schnittstellen: Wenn Menschen ein echtes Problem sehen, KI als Werkzeug nutzen und Lösungen aus anderen Bereichen neu zusammensetzen.⁠Zukunft wird nicht nur von großen Laboren gebaut. Manchmal beginnt sie mit Neugier, einem Sensor, einer App – und der Frage: Warum eigentlich nicht?Kopfhörer auf und rein in die Folge – danach schaust du auf Gesundheit, KI und deine Sonnenbrille garantiert anders. Hosted on Acast. See acast.com/privacy for more information.

Was passiert eigentlich, wenn die vier Reiter der Apokalypse Typ-1-Diabetes haben? Zwischen Weltuntergang, Hypoalarm und Sensorfehlern wird diese Folge gleichzeitig absurd lustig und brutal ehrlich. Eine schwarze Humor-Reise durch den ganz normalen Diabetes-Wahnsinn — denn selbst am Ende der Welt bleibt eine Frage entscheidend: „Bin ich eigentlich noch im Zielbereich?“ Nichts mehr verpassen: https://linktr.ee/zuckerjunkies

This Week In Startups is made possible by:IM8 Health: IM8health.com/TWISTSquarespace: Squarespace.com/TWISTRender - Render.com/TWISTSelf-driving just stopped being a science problem and became an engineering challenge instead. That's the through-line of today's double-header with the CEOs of two of the most important AV companies in the world — Wayve's Alex Kendall and Waabi's Raquel Urtasun. Between them: ~$2B raised in the last six months, Uber as a partner, Nissan and Volvo as OEMs, and a shared bet that end-to-end AI plus world models beats Waymo's city-by-city map-and-pray approach.If you want to understand the state of the self-driving industry beyond recent Waymo announcements, this is the episode for you.Guest Links:Wayve: wayve.ai/Waabi: http://waabi.ai/Alex Kendall https://www.linkedin.com/in/alexgkendall/Raquel Uratsun: https://www.linkedin.com/in/raquel-urtasun-298400139/Company Links:Wayve's GAIA-2 world model: https://wayve.ai/thinking/gaia-2/Wayve's 500 city roadshow: https://wayve.ai/thinking/ai-500-roadshow-500-cities/Wavye's most recent funding round: https://wayve.ai/press/series-d/Waybe + Uber: https://wayve.ai/press/wayve-nissan-uber-robotaxi-collaboration/Waabi closed-loop simulator: https://waabi.ai/insights/waabi-worldWaabi + Volvo: https://waabi.ai/insights/waabi-and-volvo-autonomous-solutions-partner-to-jointly-develop-and-deploy-autonomous-transportation-solutionsWaabi + Uber: https://www.uberfreight.com/en-US/blog/uber-freight-and-waabi-introduce-industry-first-autonomous-truck-deployment-solutionTimestamps:0:00 Alex Kendall (Wayve) joins the show1:19 The contrarian bet on end-to-end AI and world models in 20173:05 What is a world model? GAIA-2 and GAIA-3 explained7:34 Sensor agnosticism: camera, radar, LiDAR and minimum bar for safety9:56 $1.5B raised — have we cracked self-driving?10:09 Render: Find out why 5 million developers are already using the all-in-one cloud platform, Render. Go to https://render.com/twist and apply for the Render Startup Program to get $500-$100,000 in free credits, depending on your stage and backers.20:38 Squarespace: Use offer code TWIST to save 10% off your first purchase of a website or domain at https://www.Squarespace.com/TWIST25:03 How consumers will actually pay: bundle, subscription, or free trial30:15 IM8 Health: Start feeling like your best self every day. Go to https://IM8health.com/twist and use the code TWiST to get a free welcome kit, five free travel sachets, and 10% off your order.35:59 Raquel Urtasun (Waabi) joins the show36:25 World models as controllable simulators for physical AI43:34 One AI brain across trucks, robotaxis, and beyond47:35 What changed in AI to make 2026 the deployment year52:28 Why Waabi raised $1B when they're capital-efficient58:52 Where Waabi is today: Volvo VNL Autonomous, Dallas-Houston, Uber Freight1:00:50 Per-mile pricing and the Driver-as-a-Service model1:07:20 Has Uber tried to buy Waabi? "Not for sale"Subscribe to the TWiST500 newsletter: https://ticker.thisweekinstartups.comCheck out the TWIST500: https://www.twist500.comSubscribe to This Week in Startups on Apple: https://rb.gy/v19fcpFollow Lon:X: https://x.com/lonsFollow Alex:X: https://x.com/alexLinkedIn: ⁠https://www.linkedin.com/in/alexwilhelmFollow Jason:X: https://twitter.com/JasonLinkedIn: https://www.linkedin.com/in/jasoncalacanisCheck out all our partner offers: https://partners.launch.co/Great TWIST interviews: Will Guidara, Eoghan McCabe, Steve Huffman, Brian Chesky, Bob Moesta, Aaron Levie, Sophia Amoruso, Reid Hoffman, Frank Slootman, Billy McFarlandCheck out Jason's suite of newsletters: https://substack.com/@calacanisFollow TWiST:Twitter: https://twitter.com/TWiStartupsYouTube: https://www.youtube.com/thisweekinInstagram: https://www.instagram.com/thisweekinstartupsTikTok: https://www.tiktok.com/@thisweekinstartupsSubstack: https://twistartups.substack.com

Cushman & Wakefield Executive Director Ken Ashley on breaking into CRE brokerage, his book The Prescription, CREI Summit, office market trends, and why the fortune is in the follow-up. The Crexi Podcast connects commercial real estate (CRE) professionals with industry insights built for smart decision-making. In each episode, we explore the latest trends, innovations and opportunities shaping commercial real estate, because we believe knowledge should move at the speed of ambition and every conversation should empower professionals to act with greater clarity and confidence.   Ken Ashley has spent 30 years helping companies translate business strategy into real estate as a top 1% producer at Cushman & Wakefield. He founded CREI, mentored thousands of early-career brokers, and distilled it all into The Prescription — a field guide for building a CRE brokerage career. In this episode, Ken joins host Shanti Ryle on what separates brokers who make it, following up without being annoying, why AI is not coming for this industry the way people fear, and what the office market looks like right now. Ken Ashley's background and 30 years at Cushman & Wakefield What is The Prescription and why he wrote it The COVID passion project that became a field guide Who the book is for: entry-level, mid-career, and senior brokers The fortune is in the follow-up, and why most people miss it Follow-up one: send something they love with no ask Follow-up two: ask for advice, not a job How to close with "If you were me, what would you do?" Never say "pick your brain" or "let me know when you're available" The minimum viable yes: reduce the cognitive burden on decision makers Analyst, researcher, or broker: how to choose your path You can change your niche: Ken did, from industrial to office Self-awareness and hustle: the honest conversation you need first The Prescription as a filter before meeting with someone new What is CREI and why Ken started it in March 2020 The badge idea that accidentally built a community Six lists, volunteer curators, and the abundance mentality CREI Summit in Savannah: AI, Create Labs, and pirates Three warnings: stack bloat, over-reliance, and AI-generated emails Two bright lines: serve clients better and grow your book Listening tools, trigger events, and calling at the right moment Sensor data and propensity-to-return tools for office decisions Atlanta: 1.6M square feet leased, 1.1M in the suburbs Flight to quality is real and Class B is getting a second look MOB conversions, tech startups, and who is taking Class B space Return to office: leverage has shifted back to employers in 2026 Speed of business and kicking rocks: the case for being in office Flexible design, soft seating, and earning the commute Autonomous vehicles and what happens to all those parking garages Paying your civic rent: the imperative to give back What still makes Ken passionate after 30 years Rapid fire: $10M into STNL as a limited partner Worst advice: win at all costs, including badmouthing competition Contrarian belief: the office market can turn on a dime For show notes, past guests, and more CRE content, please check out Crexi's blog. Looking to stay ahead in commercial real estate? Visit Crexi to explore properties, analyze markets, and connect with opportunities nationwide. Follow Crexi: https://www.crexi.com/​  https://www.crexi.com/instagram​  https://www.crexi.com/facebook​  https://www.crexi.com/twitter​  https://www.crexi.com/linkedin​  https://www.youtube.com/crexi   About Ken Ashley: Ken Ashley is an Executive Director at Cushman & Wakefield and has spent the last 30 years helping businesses translate strategy into real estate decisions. He is a top 1% producer nationally and holds SIOR, CCIM, and MCR designations—credentials earned by fewer than 1% of practitioners in the industry. Ken and his team are perennial top producers in Atlanta and at Cushman & Wakefield nationally. In 2020, Ken founded CREi (Commercial Real Estate Influencers), a community built to help brokers adapt to a changing industry by leveraging modern tools, social media, and intentional relationship-building. Through CREi, Ken has taught and mentored thousands of aspiring and early-career brokers, helping them get hired, get meetings, build confidence, and gain real traction. Ken recently released his book, The Prescription, a field guide for people who want to build something real in commercial real estate brokerage. The book distills 30 years of frameworks, systems, and patterns into actionable steps for breaking into the industry and building a sustainable career. Ken is an award-winning instructor in CoreNet Global and believes strongly in "paying your civic rent." He serves on the Board of Leadership Atlanta, the National Properties Committee for Boy Scouts, the Atlanta Police Foundation's Crime Stoppers Task Force, and the youth-serving organization Spirit of Atlanta Drum and Bugle Corps. Ken has been married to his wife Karen for 34  years and is the proud father of four kids and two lazy pugs. For show notes, past guests, and more CRE content, please check out Crexi's blog.Looking to stay ahead in commercial real estate? Visit Crexi to explore properties, analyze markets, and connect with opportunities nationwide. Follow Crexi:https://www.crexi.com/​ https://www.crexi.com/instagram​ https://www.crexi.com/facebook​ https://www.crexi.com/twitter​ https://www.crexi.com/linkedin​ https://www.youtube.com/crexi About Crexi:Crexi is reimagining commercial real estate with an AI-powered platform built to deliver smarter, more efficient solutions at every stage of the deal lifecycle. From real-time data and market insights with Crexi Intelligence, to targeted property marketing and seamless deal management through Crexi PRO, and a transparent, time-bound bidding experience with Crexi Auction— Crexi enables users to evaluate opportunities, maximize exposure, and close with speed and confidence. To date, Crexi has subsidized over $2.74 trillion in property value, 26 billion square feet listed, and supports a growing community of more than 23 million yearly users.

In this episode of the Newsmakers Podcast, Jeff Ponce, category director at Malco, stops by to talk about the changing role of condensate management in HVAC installations. Ponce discusses how mini pump technology is advancing, why biofilm and drain issues remain major contractor concerns, and how capacitive sensors are bringing smarter performance to condensate pumps.

This hour Henry and Chris discuss the passing of former Minnesota Vikings Tight End Joe Senser, why Draymond Green is the best example in professional sports that championship rings are now overvalued, and more.

I'm Back Roll APS-C on Kickstarter: https://i-m-back-gmbh.kckb.me/8c61e3bd Samuel and Filippo, the two founders of I'm Back, join Nino to talk about their latest Kickstarter campaign: the I'm Back Roll APS-C — a self-contained digital sensor that replaces the pressure plate inside any analog 35mm camera. Nearly $1 million raised, 1,400+ backers, and two significant mid-campaign updates later, we dig into the engineering, the philosophy, and the honest unknowns. This episode is sponsored by NANLITE. Learn more at (24:43). CHAPTERS (00:00) Introduction & What's I'm Back (01:57) How Samuel and Filippo met & founded I'm Back (03:02) Samuel's original idea and first prototype (06:36) The Roll APS-C: how it works and what's inside (09:42) Kickstarter response: nearly $1 million and two campaign updates (14:34) Why the Roll is I'm Back's original idea — and why it took 10 years (25:46) Camera compatibility and the 4mm thickness challenge (28:20) Which cameras will and won't fit (29:35) Mid-campaign update 1: the 2.5" OLED touchscreen (34:17) Mid-campaign update 2: the wired sync shutter button (37:57) Video capabilities — what's known and what isn't yet (43:22) Thermal concerns and overheating in video mode (47:53) Addressing unfair reviews and how to properly compare results (57:17) Looking for a bigger partner — an open call from I'm Back (01:00:10) Past delays, COVID, and the August 2027 delivery target (01:07:03) Kickstarter used right — developing from scratch vs. pre-built products (01:08:42) Gadget or tool? The honest case for the Roll APS-C Have feedback on this episode? Email us at podcast@cined.com.

What are the basics of physical activity measurement with devices? a. Sensor location: thigh, hip, back, wrist b. Type of data you can get: raw -> steps -> activity type -> activity intensity -> “complexity” c. Considerations to have when choosing a sensor      i. User-friendliness (battery, aesthetics, comfort, interaction required) d. Feedback to participants      i. Real-time or at defined moments e. Feedback to practitioners (dashboard) f. In most cases, you can also measure sleep.   Dr Miriam Cabrita has done her Bachelor and Master degrees at NOVA School of Science and Technology in Portugal, and her PhD in biomedical engineering in University of Twente Then she has worked at Roessingh Research and Development Center in Netherlands for 8 years coordinating and managing EU research projects related to eHealth Teaching also courses on Physical Activity, Digital Health and Virtual Coaching at the University of Twente. She has acted as a Board Member for 5 years in International Society for the Measurement of Physical Behaviour (ISMPB) Currently she is working as a Chief Customer Officer at Fibion Inc. _____________________   This podcast episode is sponsored by Fibion Inc. | Better Sleep, Sedentary Behaviour and Physical Activity Research with Less Hassle --- Collect, store and manage SB and PA data easily and remotely - Discover ground-breaking Fibion SENS --- SB and PA measurements, analysis, and feedback made easy.  Learn more about Fibion Research --- Learn more about Fibion Sleep and Fibion Circadian Rhythm Solutions. --- Fibion Kids - Activity tracking designed for children. --- Collect self-report physical activity data easily and cost-effectively with Mimove. --- Explore our Wearables,  Experience sampling method (ESM), Sleep,  Heart rate variability (HRV), Sedentary Behavior and Physical Activity article collections for insights on related articles. --- Refer to our article "Physical Activity and Sedentary Behavior Measurements" for an exploration of active and sedentary lifestyle assessment methods. --- Learn about actigraphy in our guide: Exploring Actigraphy in Scientific Research: A Comprehensive Guide. --- Gain foundational ESM insights with "Introduction to Experience Sampling Method (ESM)" for a comprehensive overview. --- Explore accelerometer use in health research with our article "Measuring Physical Activity and Sedentary Behavior with Accelerometers ". --- For an introduction to the fundamental aspects of HRV, consider revisiting our Ultimate Guide to Heart Rate Variability. --- Follow the podcast on Twitter https://twitter.com/PA_Researcher Follow host Dr Olli Tikkanen on Twitter https://twitter.com/ollitikkanen Follow Fibion on Twitter https://twitter.com/fibion https://www.youtube.com/@PA_Researcher

In this episode of the He Said, She Said: Razor Branding™ Podcast, Jaci and Michael sit down with Michelle Herl, Vice President of Marketing at SOR Controls Group, to talk about what it really takes to build a marketing function from the ground up inside a mid-size industrial manufacturer – and keep it growing for more than 25 years. Michelle shares how she started with no office, no budget, and catalogs hanging from wires, and turned it into a seat at the leadership table. She also breaks down how SOR manages a house of brands across three distinct product lines – SOR, SSi, and SENSOR – and why educating your internal team on brand structure matters just as much as reaching customers. From building a strategic planning system that keeps the one pager club at bay, to winning over the CFO by watching the bottom line like a marketer who actually cares about money, this conversation is full of real-world lessons for anyone trying to make marketing matter in a complex B2B environment. Key Takeaways Getting the house in order before going to market is essential, especially in manufacturing and industrial B2B Earning a seat at the leadership table takes time, but it starts with proving that marketing drives strategy, not just tactics Managing a house of brands requires consistent internal education across sales teams, partners, and leadership A structured planning system with clear priorities keeps marketing focused and protects the team from reactive one-off requests Building trust with finance means watching expenses, questioning invoices, and showing that marketing is accountable to the bottom line Differentiating through people, not just products, creates authentic brand moments that competitors cannot replicate Listen wherever you get your podcasts or at razorbranding.org

This week kicks off with Kemo back in the saddle, and it goes sideways immediately! Actually, this one starts fast. No warmup. No easing in. Just straight into stories that make you stop and go, wait… what? Kemo's back. And if you've heard him before, you already know this is going to be ridiculous. If you haven't—well, buckle up. This is one of those episodes where the stories don't just escalate… they stack. First, we get into how his name came to be. Sounds simple, right? It's not. Then somehow we're talking about Marine Corps commandants, open bars, and a story that absolutely should not exist—but does. Furthermore, things pivot hard into airline life. Boeing vs Airbus logic. MD-11 decisions. The kind of stuff that sounds boring—until it isn't. Because the real question becomes: what happens when automation replaces instinct? And then… carrier ops. Night landings. Yellow shirts. That moment where you're taxiing and thinking, “this feels wrong,” but also knowing it's exactly right. Consequently, the conversation shifts into something deeper—manual flying skills vs modern systems. Then comes the F-35 discussion. This is where it gets interesting. Helmet tech. Sensor fusion. Seeing through the jet. It sounds like science fiction, but it's not. The real debate? Whether pilots are gaining capability… or losing something critical. Meanwhile, Kemo's stories keep landing like punches. Red trucks. Target talk-ons. Situations where you're listening and thinking, “there's no way this ends well…” But it does. Somehow. Eventually. And just when you think it's wrapping up, we detour into three-eyed turtles, legacy, and a closing stretch that feels like the perfect bar story ending—half reflection, half chaos. So yeah… this one's a ride.

At NAB in Las Vegas, OBSBOT introduced their new Tiny 3 series, a new AI-powered 4K PTZ webcam lineup is showcased, emphasizing improved built-in audio to reduce reliance on external microphones. Dreami Li, Influencer Partnership Manager, walked us through the collection that  features multiple audio modes, advanced tracking (human, voice, and animal), and gesture controls for zoom. MacVoices is supported by Macstock Conference, along with Ecamm Creator Camp, taking place in Crystal Lake IL on July 9 - 12. Sign up at macstockconference.com and use the code “macvoices” to save $50 off your ticket. Show Notes: Chapters: 0:03 Introduction from NAB 2026 and return visit to the company0:10 Overview of Tiny3 AI-powered webcam lineup0:52 Audio improvements and multiple recording modes1:30 AI tracking features: human, voice, and pets2:00 Gesture controls for zoom and camera interaction2:14 Workflow integration with Stream Deck, OBS, and streaming platforms3:42 Software compatibility and flexible streaming setup4:11 Comparison of Tiny3 and Tiny3 Lite models5:10 Pricing and target audience for creators5:53 Closing remarks and NAB coverage wrap-up Links: OBSBOT Tiny 3 AI-Powered Spatial Audio 4K Webcam, AI Tracking PTZ Camera with 1/1.28" Sensor, Tri-Mic, Voice & Gesture Control, 120FPS, HDR, Web Camhttps://amzn.to/4t1Usph OBSBOT Tiny 3 Lite AI-Powered Spatial Audio 4K Webcam - Compact AI Tracking PTZ Camera with 1/2" Sensor, Tri-Mic, Voice Control, 120FPS, HDR, Webcamhttps://amzn.to/4vUSCsN OBSBOT Tiny 3 AI-Powered Spatial Audio 4K PTZ Webcam, Tri-Mic AI Tracking 2.0 Voice Control Gesture Control 1/1.28" Sensor 4K Streaming Camera for Zoom Meeting Content Creationhttps://amzn.to/4mWYDBd Support:      Become a MacVoices Patron on Patreon     http://patreon.com/macvoices      Enjoy this episode? Make a one-time donation with PayPal Connect:      Web:     http://macvoices.com      Twitter:     http://www.twitter.com/chuckjoiner     http://www.twitter.com/macvoices      Mastodon:     https://mastodon.cloud/@chuckjoiner      Facebook:     http://www.facebook.com/chuck.joiner      MacVoices Page on Facebook:     http://www.facebook.com/macvoices/      MacVoices Group on Facebook:     http://www.facebook.com/groups/macvoice      LinkedIn:     https://www.linkedin.com/in/chuckjoiner/      Instagram:     https://www.instagram.com/chuckjoiner/ Subscribe:      Audio in iTunes     Video in iTunes      Subscribe manually via iTunes or any podcatcher:      Audio: http://www.macvoices.com/rss/macvoicesrss      Video: http://www.macvoices.com/rss/macvoicesvideorss

At NAB in Las Vegas, OBSBOT introduced their new Tiny 3 series, a new AI-powered 4K PTZ webcam lineup is showcased, emphasizing improved built-in audio to reduce reliance on external microphones. Dreami Li, Influencer Partnership Manager, walked us through the collection that  features multiple audio modes, advanced tracking (human, voice, and animal), and gesture controls for zoom. http://traffic.libsyn.com/maclevelten/MV26128.mp3 MacVoices is supported by Macstock Conference, along with Ecamm Creator Camp, taking place in Crystal Lake IL on July 9 - 12. Sign up at macstockconference.com and use the code "macvoices" to save $50 off your ticket. Show Notes: Chapters: 0:03 Introduction from NAB 2026 and return visit to the company 0:10 Overview of Tiny3 AI-powered webcam lineup 0:52 Audio improvements and multiple recording modes 1:30 AI tracking features: human, voice, and pets 2:00 Gesture controls for zoom and camera interaction 2:14 Workflow integration with Stream Deck, OBS, and streaming platforms 3:42 Software compatibility and flexible streaming setup 4:11 Comparison of Tiny3 and Tiny3 Lite models 5:10 Pricing and target audience for creators 5:53 Closing remarks and NAB coverage wrap-up Links: OBSBOT Tiny 3 AI-Powered Spatial Audio 4K Webcam, AI Tracking PTZ Camera with 1/1.28" Sensor, Tri-Mic, Voice & Gesture Control, 120FPS, HDR, Web Cam https://amzn.to/4t1Usph OBSBOT Tiny 3 Lite AI-Powered Spatial Audio 4K Webcam - Compact AI Tracking PTZ Camera with 1/2" Sensor, Tri-Mic, Voice Control, 120FPS, HDR, Webcam https://amzn.to/4vUSCsN OBSBOT Tiny 3 AI-Powered Spatial Audio 4K PTZ Webcam, Tri-Mic AI Tracking 2.0 Voice Control Gesture Control 1/1.28" Sensor 4K Streaming Camera for Zoom Meeting Content Creation https://amzn.to/4mWYDBd Support:      Become a MacVoices Patron on Patreon      http://patreon.com/macvoices      Enjoy this episode? Make a one-time donation with PayPal Connect:      Web:      http://macvoices.com      Twitter:      http://www.twitter.com/chuckjoiner      http://www.twitter.com/macvoices      Mastodon:      https://mastodon.cloud/@chuckjoiner      Facebook:      http://www.facebook.com/chuck.joiner      MacVoices Page on Facebook:      http://www.facebook.com/macvoices/      MacVoices Group on Facebook:      http://www.facebook.com/groups/macvoice      LinkedIn:      https://www.linkedin.com/in/chuckjoiner/      Instagram:      https://www.instagram.com/chuckjoiner/ Subscribe:      Audio in iTunes      Video in iTunes      Subscribe manually via iTunes or any podcatcher:      Audio: http://www.macvoices.com/rss/macvoicesrss      Video: http://www.macvoices.com/rss/macvoicesvideorss

Join Andrew on Smart Home Insider as he explores the innovative Acara P100 Multi Sensor. Discover how this versatile device can transform your home with smart automation, from pet care to security. Learn about its dual-protocol capabilities, creative use cases, and seamless integration with platforms like Apple HomeKit. Perfect for tech enthusiasts and DIY homeowners, this episode offers actionable insights to elevate your smart home experience.Send me your smart home questions and recommendations with the hashtag #SmartHomeInsider. Tweet and follow your host at:@andrew_osu on Twitter@andrewohara941 on ThreadsEmail me hereSponsored by:Shopify: Sign up for a one-dollar-per-month trial period at shopify.com/homekitOneSkin: Get 15% off OneSkin with the code HOMEKIT at https://www.oneskin.co/homekit Quo: Try QUO for free, PLUS get 20% off your first 6 months when you go to https://quo.com/HOMEKITSmart Home Insider YouTube ChannelSubscribe to the Smart Home Insider YouTube Channel and watch our episodes every week! Click here to subscribe.Links from the showNew Fire Stick HD launchesVizio TVs to require Walmart accountWyze Setup RecallTRMNL E-ink DisplayGovee LED Lightwall Govee Spotlight LiteBirdfy Metal 2 4K Bird feederEcovacs X12 OmniCycleAqara P100 Multi-SensorThose interested in sponsoring the show can reach out to us at: andrew@appleinsider.com

In this episode, Ankit (founder of UGen) and Brent (a physical therapist at University Hospitals) about why rehab is primed for innovation, and how UGen is tackling the biggest breakdowns in physical therapy. Ankit shares how his grandfather's Parkinson's journey inspired him to apply his electrical engineering and sensor research background to build wearable motion sensors that deliver real-time, multi-sensory feedback at home, while capturing clinician-ready data to improve care decisions. Brent explains the clinical pain points UGen can solve: limited face-to-face time, poor home-exercise compliance, and the “honor system” that leaves therapists guessing, plus how UH's sports medicine growth and the Haslam Sports Innovation Center create a pathway for tech adoption. They also discuss UGen's presence at the NFL Combine, expansion into neuro and assessment, and founder lessons on hardware difficulty, workflow fit, and building with patient safety in mind.Ankit Shah LinkedInBrent Pekarski LinkedInUGen WebsiteHaslam Sports Innovation Center WebsiteSportsLand WebsiteDuane Mancini LinkedInProject Medtech WebsiteProject Medtech LinkedInThank you to our sponsors: Ward Law and JumpStart Inc.

This week on the show I share 2 case studies from the last week. Both are steering angle sensor relearns that won't complete, or won't correct the issue. First is a 2008 Volkswagen GTI that had the battery disconnected and won't learn the steering angle basic setting afterwards. The second is a 2021 GMC Terrain that has an off center steering wheel no matter what relearn or alignment procedures are performed. Website- https://autodiagpodcast.com/Facebook Group- https://www.facebook.com/groups/223994012068320/YouTube- https://www.youtube.com/@automotivediagnosticpodcas8832Email- STmobilediag@gmail.comPlease make sure to check out our sponsors!SJ Auto Solutions- https://sjautosolutions.com/Automotive Seminars- https://automotiveseminars.com/L1 Automotive Training- https://www.l1training.com/Autorescue tools- https://autorescuetools.com/  

Technology is making huge advancements for horses and Greg Giles from Cavallo Hoof Boots talks about a hoof boot that revolutionizes how we look at a horse's soundness and movement. We do our first look at the KY Derby hopefuls and Equine History takes us on a very famous ride. Plus, some Realli BAD Adz. Listen in….HORSES IN THE MORNING Episode 3929 – Show Notes and Links:Hosts: Jamie Jennings of Flyover Farm and Glenn the GeekJamie and Glenn's Amazon StorePic Credit: Cavallo Hoof BootsGuest: Greg Giles of Cavallo Hoof BootsPrize: Tail Care Toolkit from TailCinch™Prize: A $100 GC from the Equestrian Chocolate CompanyAdditional support for this podcast provided by: Equine Network and Listeners Like YouTime Stamps: 00:48 - Ulcer meds & GastroBIM discussion04:34 - Daily Whinnies05:25 - Horse & Hound donations & new horse Liam06:51 - Early Kentucky Derby contenders14:49 - Continental partnership origin story18:56 - Sensor hoof boot gait analysis tech22:02 - Vet/elite use & global rollout plans27:42 - Equine history32:49 - Really Bad Ads52:23 - Land Rover Kentucky trip & influencer tour

Technology is making huge advancements for horses and Greg Giles from Cavallo Hoof Boots talks about a hoof boot that revolutionizes how we look at a horse's soundness and movement. We do our first look at the KY Derby hopefuls and Equine History takes us on a very famous ride. Plus, some Realli BAD Adz. Listen in….HORSES IN THE MORNING Episode 3929 – Show Notes and Links:Hosts: Jamie Jennings of Flyover Farm and Glenn the GeekJamie and Glenn's Amazon StorePic Credit: Cavallo Hoof BootsGuest: Greg Giles of Cavallo Hoof BootsPrize: Tail Care Toolkit from TailCinch™Prize: A $100 GC from the Equestrian Chocolate CompanyAdditional support for this podcast provided by: Equine Network and Listeners Like YouTime Stamps: 00:48 - Ulcer meds & GastroBIM discussion04:34 - Daily Whinnies05:25 - Horse & Hound donations & new horse Liam06:51 - Early Kentucky Derby contenders14:49 - Continental partnership origin story18:56 - Sensor hoof boot gait analysis tech22:02 - Vet/elite use & global rollout plans27:42 - Equine history32:49 - Really Bad Ads52:23 - Land Rover Kentucky trip & influencer tour

Conviértete en miembro de este canal para disfrutar de ventajas:https://www.youtube.com/channel/UCxz7sBKlpcpyCiPwXupRymw/joinNo te pierdas de ningún contenido:https://isamarcial.com.mxhttps://instagram.com/isa_marcialhttps://twitter.com/isa_marcial/https://facebook.com/isaias.marcialhttps://twitch.tv/isa_marcialhttps://www.tiktok.com/@isa_marcialhttp://s.kw.ai/u/@isa_marcial/9LxCxlEHhttps://anchor.fm/isamarcialhttps://t.me/isa_marcialÍndice:00:00 Intro y Encuesta pasada02:31 DJI Osmo Pocket 4: Sensor de 1 pulgada y 4K a 240 fps06:03 Galaxy Z TriFold Wide: El nuevo formato triple de Samsung07:16 Escándalo: Marcas de smartphones demandan a más de 300 creadores12:51 Apple vs. Jon Prosser: Actualización del caso de filtraciones de iOS 2614:27 Canva AI 2.0: Diseño agéntico, flujos automáticos y memoria16:01 HUAWEI Watch Buds 2: El regreso del reloj con audífonos integrados17:58 Miembros del canal y despedidaSegundo canal: https://www.youtube.com/channel/UCbWK7ENMKOhJDPm0Tew0eOw/featuredNegocios: contacto@isamarcial.com.mxDisfruta de más contenido:

Anthropic adds the Novartis CEO to its board as it gears up for an IPO — and on the same day, Novo Nordisk partners with OpenAI to supercharge drug development. We break down what this healthcare AI land grab means for the industry. Plus, Science Corp (founded by ex-Neuralink co-founder Max Hodak) is preparing to place its first sensor in a human brain, Stanford's latest AI Index reveals a growing disconnect between AI insiders and the public, and Google rolls out AI Skills in Chrome so you can save and reuse your favorite workflows. Get the top 80+ AI Models for $8.99 at AI Box: ⁠⁠https://aibox.aiHow I Grow and Scale My Business with AI: https://www.skool.com/aihustle

Anthropic adds the Novartis CEO to its board as it gears up for an IPO — and on the same day, Novo Nordisk partners with OpenAI to supercharge drug development. We break down what this healthcare AI land grab means for the industry. Plus, Science Corp (founded by ex-Neuralink co-founder Max Hodak) is preparing to place its first sensor in a human brain, Stanford's latest AI Index reveals a growing disconnect between AI insiders and the public, and Google rolls out AI Skills in Chrome so you can save and reuse your favorite workflows. Get the top 80+ AI Models for $8.99 at AI Box: ⁠⁠https://aibox.aiHow I Grow and Scale My Business with AI: https://www.skool.com/aihustle

Anthropic adds the Novartis CEO to its board as it gears up for an IPO — and on the same day, Novo Nordisk partners with OpenAI to supercharge drug development. We break down what this healthcare AI land grab means for the industry. Plus, Science Corp (founded by ex-Neuralink co-founder Max Hodak) is preparing to place its first sensor in a human brain, Stanford's latest AI Index reveals a growing disconnect between AI insiders and the public, and Google rolls out AI Skills in Chrome so you can save and reuse your favorite workflows. Get the top 80+ AI Models for $8.99 at AI Box: ⁠⁠https://aibox.aiHow I Grow and Scale My Business with AI: https://www.skool.com/aihustle See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Anthropic adds the Novartis CEO to its board as it gears up for an IPO — and on the same day, Novo Nordisk partners with OpenAI to supercharge drug development. We break down what this healthcare AI land grab means for the industry. Plus, Science Corp (founded by ex-Neuralink co-founder Max Hodak) is preparing to place its first sensor in a human brain, Stanford's latest AI Index reveals a growing disconnect between AI insiders and the public, and Google rolls out AI Skills in Chrome so you can save and reuse your favorite workflows. Get the top 80+ AI Models for $8.99 at AI Box: ⁠⁠https://aibox.aiHow I Grow and Scale My Business with AI: https://www.skool.com/aihustle

We take a look at a new digital APS-C sensor that is made to fit into film cameras, a legendary Leica lens from a legendary designer, and the DJI Avata 360 drone in this wide-ranging episode that spans the gamut of Camera Gear Podcast topics. Also, why are there no Z-mount ultrawide zooms from Nikon? If you enjoy the show, we'd welcome your support on Patreon. It's only $3 per month and helps us keep the show running. You can check it out here: https://www.patreon.com/cameragearpodcast If you prefer to make a one-time donation, you can find us on Buy Me a Coffee: https://buymeacoffee.com/cameragearpodcast  Want to send us a question or comment, or just learn more about the show? Check out our website at https://cameragearpodcast.com, or email us directly at cameragearpodcast@gmail.com. Also, some of the product links in the notes below are affiliate links, which earn us a commission if you make a purchase at no additional cost to you. Notes: Walter Mandler [Wikipedia] Double-Gauss Lens [Wikipedia] Leica APO TELYT-R 3.4/180 [Leica Classic] I'm Back Roll APS-C Now On Kickstarter [CineD] I'm Back Roll [Kickstarter] DJI Avata 360 Antigravity A1

In this episode of the Crazy Wisdom Podcast, host Stewart Alsop sits down with Lucas McKenna, Director of Europe at Point One Navigation, for a wide-ranging conversation about the future of robotics and autonomous systems. They cover topics including the SLAM algorithm and how robots map and position themselves in the world, the role of GPS and sensor fusion in precise localization, swarm robotics and the debate between centralized and decentralized robot intelligence, the differences between urban and rural robotics applications, specialized versus general-purpose robots, the business models around robot ownership and rental, and how autonomous mobility is taking shape differently in Europe versus the United States. They also touch on the cultural implications of robots becoming a fixture in everyday life and what it might mean for human community and connection.Show Notes- Lucas McKenna on LinkedIn: https://www.linkedin.com/in/lucas-mckenna-79269053/- Point One Navigation: https://pointonenav.comTimestamps00:00 - Stewart introduces Luca McKenna from Point One Navigation, diving into robotics and the SLAM algorithm for simultaneous localization and mapping.05:00 - Luca explains swarm robotics, where multiple robots share environmental data, building collective maps that improve positioning accuracy over time.10:00 - Discussion shifts to urban versus rural robot deployment, covering drone delivery limitations, obstacle avoidance challenges, and skyscraper navigation complexity.15:00 - Luca distinguishes specialized versus general-purpose robots, predicting purpose-built machines like seed planters and window washers will dominate near-term deployment.20:00 - Stewart raises unstructured visual data challenges, drawing parallels to AI text processing, while Luca details GPS infrastructure layers enabling precise robot positioning.25:00 - Consumer robot visibility discussed, including Waymo expansion, autonomous delivery robots, and geographic limitations of current self-driving services.30:00 - Robot ownership versus rental models explored, touching on rare earth mineral costs, Chinese supply chains, and economic barriers to personal robot ownership.35:00 - Luca explains state estimation systems using GPS satellites, accelerometers, and gyroscopes working together, contrasting fundamental mathematics against machine learning approaches.40:00 - Sensor fusion parallels between smartphones and autonomous vehicles revealed, explaining how phones mirror car navigation systems at reduced accuracy and cost.45:00 - Conversation concludes examining robots impact on community culture, with Luca advocating autonomous public transit over individualist robotaxis to strengthen human connection.Key Insights1. SLAM is foundational to robot navigation. Simultaneous Localization and Mapping (SLAM) allows robots to map their environment and position themselves within it using computer vision and LiDAR sensors. Unlike humans, who instinctively understand their surroundings, robots require precise algorithmic systems to avoid obstacles and navigate safely.2. GPS and sensor fusion solve the positioning problem. Robots combine absolute sensors like GPS with relative sensors like accelerometers and gyroscopes to maintain accurate positioning. In challenging environments like tunnels or dense cities, these sensors compensate for each other, ensuring continuous and reliable location data.3. Swarm robotics enables collective environmental intelligence. When one robot maps a new area, that data becomes available to all connected robots. This decentralized-yet-centralized model means the entire fleet benefits from each individual robot's experience, continuously improving map quality and navigation precision.4. Specialized robots will dominate before general-purpose ones. Rather than multipurpose humanoid robots, the near-term future favors robots designed for single tasks—delivering food, planting seeds, or drawing lane lines—because the economics and technical bar are far more achievable than building versatile machines.5. Urban, suburban, and rural environments demand different robotic solutions. Open skies in rural areas make GPS-based drones effective, while dense cities require complex sensor stacks. European approaches favor autonomous public transit, while American models lean toward individual robotaxi services.6. Robots will largely be rented as services, not owned. The high cost of hardware, rare earth minerals, and the extensive data required for safe operation makes personal robot ownership impractical for most consumers. Business models will resemble subscription or usage-based services.7. Fundamental mathematics still outperforms machine learning for positioning. Despite AI advances, state estimation systems rely on proven mathematical formulas rather than transformer-based models, which currently underperform classical methods in 3D reconstruction and precise localization tasks.

In this episode of the Crazy Wisdom Podcast, host Stewart Alsop sits down with Lucas McKenna, Director of Europe at Point One Navigation, for a wide-ranging conversation about the future of robotics and autonomous systems. They cover topics including the SLAM algorithm and how robots map and position themselves in the world, the role of GPS and sensor fusion in precise localization, swarm robotics and the debate between centralized and decentralized robot intelligence, the differences between urban and rural robotics applications, specialized versus general-purpose robots, the business models around robot ownership and rental, and how autonomous mobility is taking shape differently in Europe versus the United States. They also touch on the cultural implications of robots becoming a fixture in everyday life and what it might mean for human community and connection.Show Notes- Lucas McKenna on LinkedIn: https://www.linkedin.com/in/lucas-mckenna-79269053/- Point One Navigation: https://pointonenav.comTimestamps00:00 - Stewart introduces Luca McKenna from Point One Navigation, diving into robotics and the SLAM algorithm for simultaneous localization and mapping.05:00 - Luca explains swarm robotics, where multiple robots share environmental data, building collective maps that improve positioning accuracy over time.10:00 - Discussion shifts to urban versus rural robot deployment, covering drone delivery limitations, obstacle avoidance challenges, and skyscraper navigation complexity.15:00 - Luca distinguishes specialized versus general-purpose robots, predicting purpose-built machines like seed planters and window washers will dominate near-term deployment.20:00 - Stewart raises unstructured visual data challenges, drawing parallels to AI text processing, while Luca details GPS infrastructure layers enabling precise robot positioning.25:00 - Consumer robot visibility discussed, including Waymo expansion, autonomous delivery robots, and geographic limitations of current self-driving services.30:00 - Robot ownership versus rental models explored, touching on rare earth mineral costs, Chinese supply chains, and economic barriers to personal robot ownership.35:00 - Luca explains state estimation systems using GPS satellites, accelerometers, and gyroscopes working together, contrasting fundamental mathematics against machine learning approaches.40:00 - Sensor fusion parallels between smartphones and autonomous vehicles revealed, explaining how phones mirror car navigation systems at reduced accuracy and cost.45:00 - Conversation concludes examining robots impact on community culture, with Luca advocating autonomous public transit over individualist robotaxis to strengthen human connection.Key Insights1. SLAM is foundational to robot navigation. Simultaneous Localization and Mapping (SLAM) allows robots to map their environment and position themselves within it using computer vision and LiDAR sensors. Unlike humans, who instinctively understand their surroundings, robots require precise algorithmic systems to avoid obstacles and navigate safely.2. GPS and sensor fusion solve the positioning problem. Robots combine absolute sensors like GPS with relative sensors like accelerometers and gyroscopes to maintain accurate positioning. In challenging environments like tunnels or dense cities, these sensors compensate for each other, ensuring continuous and reliable location data.3. Swarm robotics enables collective environmental intelligence. When one robot maps a new area, that data becomes available to all connected robots. This decentralized-yet-centralized model means the entire fleet benefits from each individual robot's experience, continuously improving map quality and navigation precision.4. Specialized robots will dominate before general-purpose ones. Rather than multipurpose humanoid robots, the near-term future favors robots designed for single tasks—delivering food, planting seeds, or drawing lane lines—because the economics and technical bar are far more achievable than building versatile machines.5. Urban, suburban, and rural environments demand different robotic solutions. Open skies in rural areas make GPS-based drones effective, while dense cities require complex sensor stacks. European approaches favor autonomous public transit, while American models lean toward individual robotaxi services.6. Robots will largely be rented as services, not owned. The high cost of hardware, rare earth minerals, and the extensive data required for safe operation makes personal robot ownership impractical for most consumers. Business models will resemble subscription or usage-based services.7. Fundamental mathematics still outperforms machine learning for positioning. Despite AI advances, state estimation systems rely on proven mathematical formulas rather than transformer-based models, which currently underperform classical methods in 3D reconstruction and precise localization tasks.

In this reflection I talk about disputing social norms. Supporting themes: Coach Dawn Staley, March Madness and the perception of aggression; Negotiating the social constructs of race and gender with other Black folks; Navigating asynchronous social spaces through words, conflict and humor; Solo-ism; Fight, flight, freeze or fawn. Topology: INTJ8,; Sensor norms; Ni-domness

En el Manzanas Enfrentadas de Esta semana os traemos las siguientes noticias:Inicio del Programa y Homenaje a Marcintosh 00:00La Estrategia de Apple para Dominar la RAM Móvil 03:18¿Por Qué Hay Escasez de RAM y Qué Hace Apple? 09:20Rumores del Sensor de 200MP para el iPhone Aniversario 18:19Desafios de Video y Almacenamiento con 200 Megapíxeles 28:26Filtraciones del Apple Watch Ultra 4 con Touch ID 38:56El Futuro de los Sensores y el Apple Watch 46:47La Inversión Satelital de Apple y el Interés de Amazon 53:49El Futuro de la Conectividad Satelital en iPhone 01:02:54Calidad del Adhesivo de iPhone y Productos Obsoletos 01:05:16Debate: ¿Es Justa la Estrategia de RAM de Apple? 01:15:33Reflexiones de Tim Cook y Novedades de Apple TV+01:18:09

From stone tools and shelters to symbolic art and abstract thought, human history is shaped by a brain built to form and share ideas. Joseph Paradiso, Professor in Media Arts and Sciences at the MIT Media Lab, explores what comes next after the early visions of ubiquitous computing have largely arrived in today's Internet of Things world, where low-power sensors and interfaces are embedded in smart devices across our environments and connect seamlessly to widespread networking infrastructure. He asks how this information connects to people, and how perception, cognition, and identity might expand beyond our corporeal confines. Drawing on recent projects from his Responsive Environments research group, he examines sensing at multiple scales in the physical world, including wearables, smart buildings, connected landscapes, and space missions, and the different ways sensed or inferred information can connect to people. Examples include smart buildings as “prosthetic” extensions of their inhabitants, manifesting sensed or inferred phenomena in virtual analog environments, and interfaces modulated by user attention and focus or augmented by real-time AI. Series: "CARTA - Center for Academic Research and Training in Anthropogeny" [Science] [Show ID: 41327]

From stone tools and shelters to symbolic art and abstract thought, human history is shaped by a brain built to form and share ideas. Joseph Paradiso, Professor in Media Arts and Sciences at the MIT Media Lab, explores what comes next after the early visions of ubiquitous computing have largely arrived in today's Internet of Things world, where low-power sensors and interfaces are embedded in smart devices across our environments and connect seamlessly to widespread networking infrastructure. He asks how this information connects to people, and how perception, cognition, and identity might expand beyond our corporeal confines. Drawing on recent projects from his Responsive Environments research group, he examines sensing at multiple scales in the physical world, including wearables, smart buildings, connected landscapes, and space missions, and the different ways sensed or inferred information can connect to people. Examples include smart buildings as “prosthetic” extensions of their inhabitants, manifesting sensed or inferred phenomena in virtual analog environments, and interfaces modulated by user attention and focus or augmented by real-time AI. Series: "CARTA - Center for Academic Research and Training in Anthropogeny" [Science] [Show ID: 41327]

From stone tools and shelters to symbolic art and abstract thought, human history is shaped by a brain built to form and share ideas. Joseph Paradiso, Professor in Media Arts and Sciences at the MIT Media Lab, explores what comes next after the early visions of ubiquitous computing have largely arrived in today's Internet of Things world, where low-power sensors and interfaces are embedded in smart devices across our environments and connect seamlessly to widespread networking infrastructure. He asks how this information connects to people, and how perception, cognition, and identity might expand beyond our corporeal confines. Drawing on recent projects from his Responsive Environments research group, he examines sensing at multiple scales in the physical world, including wearables, smart buildings, connected landscapes, and space missions, and the different ways sensed or inferred information can connect to people. Examples include smart buildings as “prosthetic” extensions of their inhabitants, manifesting sensed or inferred phenomena in virtual analog environments, and interfaces modulated by user attention and focus or augmented by real-time AI. Series: "CARTA - Center for Academic Research and Training in Anthropogeny" [Science] [Show ID: 41327]

Episode 110 of the CineD Focus Check is a packed news week. Nino and Johnny cover a major update to the CineD Camera Databases, an escalating patent dispute between DJI and Insta360, Sony's dramatic suspension of nearly all memory card sales, a new shot listing course on MZed, the Panasonic LUMIX TZ300 compact camera, a new affordable pancake lens from SG Image, DNG becoming an ISO standard, a Fujifilm GFX100 II firmware update, new Sony NP-F batteries with USB-C and D-Tap from ZGCINE, the European Vimeo alternative "Rushes," and the IronGlass Canon FD AIR rehousing announcement. A lot to get through – let's go.   Sponsor of this episode are NANLITE, who supplied the lighting for the podcast studio. Check out the section at (17:05)    (00:00) Intro & overview (03:56) CineD Camera Database Update – Improved Rankings, Better Accessibility, and More https://www.cined.com/cined-camera-database-update-improved-rankings-better-accessibility-and-more/ (18:07) DJI Sues Insta360 for Patent Infringement as 360 Drone and Action Camera Rivalry Escalates https://www.cined.com/dji-sues-insta360-for-patent-infringement-as-360-drone-and-action-camera-rivalry-escalates/ (28:10) Sony Suspends Nearly All Memory Card Sales as Global Flash Shortage Hits Filmmakers https://www.cined.com/sony-suspends-nearly-all-memory-card-sales-as-global-flash-shortage-hits-filmmakers/ (34:02) Shot Listing Essentials – New Course Launched on MZed https://www.cined.com/shot-listing-essentials-new-course-launched-on-mzed/ (39:31) Panasonic LUMIX TZ300 (ZS300) Announced – Compact Camera with 1″ Sensor and 15x Zoom https://www.cined.com/panasonic-lumix-tz300-zs300-announced-compact-camera-with-1-sensor-and-15x-zoom/ (48:19) SG-image AF 35mm f/2.2 Lens – Combines Pancake Design, Fast Aperture, and Autofocus https://www.cined.com/sg-image-af-35mm-f-2-2-lens-combines-pancake-design-fast-aperture-and-autofocus/ (51:49) DNG Is Now an International ISO Standard – What It Means for Filmmakers and RAW Workflows https://www.cined.com/dng-is-now-an-international-iso-standard-what-it-means-for-filmmakers-and-raw-workflows/ (57:32) FUJIFILM GFX100 II Firmware 2.50 Released – Now Compatible With FUJINON GF 32-90mm Power Zoom Lens https://www.cined.com/fujifilm-gfx100-ii-firmware-2-50-released-now-compatible-with-fujinon-gf-32-90mm-power-zoom-lens/ (59:11) ZGCINE BT-NPF970 Sony NP-F Battery with USB-C and D-Tap Ports Introduced https://www.cined.com/zgcine-bt-npf970-sony-np-f-battery-with-usb-c-and-d-tap-ports-introduced/ (01:01:05) Rushes Video Platform Launched – A European Alternative to Vimeo https://www.cined.com/rushes-video-platform-launched-a-european-alternative-to-vimeo/ (01:07:07) IronGlass Canon FD AIR Rehousing Announced – Vintage Character, Compact Package https://www.cined.com/ironglass-canon-fd-air-rehousing-announced-vintage-character-compact-package/

Learn how to check for sensor dust and safely clean your camera using simple tools and techniques. Transcript available at New York City Photo Safari

This is The Digital Story Podcast 1,045, March 31, 2026. Today's theme is, "Why I Revisited Crop Sensor Mode on a Full Frame Camera." I'm Derrick Story. An APS-C sensor isn't exactly chopped liver, right? And it becomes even more alluring when it's extending the reach of your telephoto by 1.5X, and with no light loss! But you do lose a bit of resolution, and that was a speed bump for me. But I'm over it! And I'll explain why, plus industry news, in today's TDS Photography Podcast. I hope you enjoy the show.

Send us Fan MailThe Trump EPA announced today they are removing the DEF sensor for diesel engines in yet another move to provide financial relief for farmers and truckers. Join our Patreon: https://www.patreon.com/c/pickuptrucktalkCheck out our Forum: https://forum.pickuptrucktalk.com/Support the show

2. China's Drive for Undersea Maritime Hegemony. Guest: Rick Fisher. Rick Fisher discusses China's long-term project to map the ocean floor for submarine warfare. He warns that China's expanding fleet and undersea sensor networks aim to achieve naval parity with the United States.,, (2)1907 RUSSIAN EMPIRE

Is the Nima right for you? Listen to today's episode with Nima's new CEO, Mike Glick. I am asking him the hard questions you guys are commenting on my recent videos of me using the new and improved Nima Gluten Detection Sensor. The new tech is fascinating and the sensor really has changed a lot since the company went under in 2019. Mike and the whole team are passionate about making sure those of us with Celiac Disease have the help we need! Get 15% off the NIMA sensor and capsules with code GGFG  https://nimanow.com/GGFG

Your tire pressure monitoring system might be doing more than keeping you safe, and your next pickup truck might be nicer than your living room. We're coming to you from the Tailpipes and Tacos cruise-in at the Lupe' Tortilla in Beaumont, Texas, where car people turn a Saturday morning into a rolling meet-up full of stories, engines, and the kind of conversations that only happen when the microphones are on and the parking lot is packed. We talk with Sheila May about growing up around the Orange, Texas car scene and how drag racing becomes a family tradition. It starts with a junior dragster found at a swap meet, moves through early passes with Briggs and Stratton power, and turns into heritage racing as parents buy back their own junior dragsters for the next generation. Along the way we laugh about grandkids, pedal cars, and the very real “problem” of online auctions delivering more tiny cars than you have drivers. Then we shift into practical car ownership and automotive technology with Jeff's Motor Minute: a cybersecurity study suggests TPMS sensors can transmit unencrypted IDs that can be collected by low-cost receivers, raising real questions about privacy and vehicle tracking. We wrap with a detailed 2026 Ram 1500 Longhorn review, including the return of the 5.7-liter Hemi V8 with a mild hybrid system, the three-screen interior, ride quality, towing and payload numbers, fuel economy, and pricing in today's full-size truck market. If you like smart car talk, honest new car reviews, and real stories from real car people, subscribe, share the show with a friend, and leave a rating or review so more listeners can find us.Be sure to subscribe for more In Wheel Time Car Talk!The Lupe' Tortilla RestaurantsLupe Tortilla in Katy, Texas Gulf Coast Auto ShieldPaint protection, tint, and more!Disclaimer: This post contains affiliate links. If you make a purchase, I may receive a commission at no extra cost to you.----  ----- Want more In Wheel Time car talk any time?     In Wheel Time is now available on Audacy!  Just go to Audacy.com/InWheelTime where ever you are.-----   -----Be sure to subscribe on your favorite podcast provider for the next episode of In Wheel Time Podcast and check out our live multiplatform broadcast every Saturday, 10a - 12nCT simulcasting on Audacy, YouTube, Facebook, Twitter, Twitch and InWheelTime.com.In Wheel Time Podcast can be heard on you mobile device from providers such as:Apple Podcasts, Amazon Music Podcast, Spotify, SiriusXM Podcast, iHeartRadio podcast, TuneIn + Alexa, Podcast Addict, Castro, Castbox, YouTube Podcast and more on your mobile device.Follow InWheelTime.com for the latest updates!Twitter: https://twitter.com/InWheelTimeInstagram: https://www.instagram.com/inwheeltime/https://www.youtube.com/inwheeltimehttps://www.Facebook.com/InWheelTimeFor more information about In Wheel Time Podcast, email us at info@inwheeltime.com

This is The Digital Story Podcast 1,041, March 3, 2026. Today's theme is, "5 Tips for Small Sensor Photography." I'm Derrick Story. I just returned from a trip where my large-sensor camera was an OM-3 Micro Four Thirds, and it got smaller from there with a TG-7 and iPhone 17 Pro. And I love the pictures! So I thought it would be fun to talk about techniques for shooting confidently with a small sensor camera. All of that, plus industry news, on today's TDS Photography Podcast. I hope you enjoy the show. thenimblephotographer.com, click the box next to Donating a Film Camera, and let me know what you have. In your note, be sure to include your shipping address. Affiliate Links - The links to some products in this podcast contain an affiliate code that credits The Digital Story for any purchases made from B&H Photo and Amazon via that click-through. Depending on the purchase, we may receive some financial compensation. Red River Paper - And finally, be sure to visit our friends at Red River Paper for all of your inkjet supply needs. See you next week! You can share your thoughts at the TDS Facebook page, where I'll post this story for discussion.

Stewart Alsop sits down with Ulises Martins on the Crazy Wisdom podcast to explore how artificial intelligence is fundamentally disrupting professional careers, labor markets, and the pace of human adaptation itself. They discuss everything from Dario Amodei's concept of "technological adolescence" to the possibility that we're approaching a point where AI advancement accelerates beyond our ability to keep up, touching on topics ranging from the economics of software development and the future of warfare to generational differences in how people will respond to AI-driven change. Martins emphasizes that while we may not be able to predict exactly what's coming, we need to dramatically increase our efforts to learn and adapt—potentially doubling the time we invest in understanding AI—because this isn't optional change, it's disruption happening at an unprecedented speed. Connect with Ulises on Linkedin to follow his work in AI and generative technology.Timestamps00:00 — Stewart introduces Ulysses Martins, framing the conversation around accelerationism and the future of work.05:00 — Ulises uses the parent-child analogy to argue humans will no longer play the dominant role as AI surpasses us.10:00 — Both agree learning AI is non-negotiable, urging listeners to double their investment in staying current.15:00 — Discussion shifts to software as media, the collapsing cost of building products, and the risk of big players like Anthropic making your idea obsolete overnight.20:00 — Ulises raises ecology vs. cosmic ambition, questioning whether humanity should aim for civilizational-scale goals like the Dyson sphere.25:00 — Stewart's ESP32 hardware project illustrates AI's current blind spots beyond software, while both predict physical-world AI will arrive as a byproduct of bigger industrial goals.30:00 — Tesla's birthplace in Croatia sparks a reflection on human genius as luck versus deliberate investment, invoking the Apollo program as a model.35:00 — The US-China AI race is compared to the Cold War Space Race, with interdependency acting as a brake on outright conflict.40:00 — Drone warfare and AI reframe military power, making troop size irrelevant and potentially reducing total war.45:00 — Agile methodology and generational shifts are linked, asking how Gen Z's values will shape the AI era globally.50:00 — Argentine vs. American Zoomers are contrasted, with millennial expectations versus Gen Z's pragmatism explored.55:00 — Ulises closes urging everyone to enjoy the ride, taking the infinite stream of change one episode at a time.Key Insights1. The Death of Traditional Career Paths: The concept of professional careers as we know them—starting as a junior and progressively advancing—is becoming obsolete due to AI's rapid advancement. This applies far beyond just software and SaaS companies, extending to all industries as robots and AI systems gain capabilities that fundamentally disrupt labor markets. The question isn't whether we'll adapt, but whether humans can adapt fast enough to keep pace with exponential technological change.2. The Acceleration Imperative: People must dramatically increase their investment in learning about AI immediately. Whatever time you were previously dedicating to staying current with technology needs to be doubled or tripled. This isn't optional—it's comparable to the necessity of basic education. Unlike previous technological transitions where you had years to learn new frameworks or tools, the current pace demands immediate, intensive engagement or you risk becoming irrelevant.3. Software as Media and the Collapse of Development Economics: Software has become media—easily reproducible and increasingly commoditized through AI assistance. The fundamental economics of software development are collapsing because if building software requires dramatically fewer development hours, the value and price of that software must necessarily decrease. Entrepreneurs need a new evaluation framework that assesses the risk of their ideas being replicated by AI or absorbed by major players like Anthropic or OpenAI.4. The Parent-Child Analogy for AI Development: Humanity's relationship with AI will inevitably mirror that of parents with increasingly capable children. Initially, we understand and control what AI does, but as it advances, it will surpass human capabilities in most domains. Just as parents cannot control fully grown adult children who exceed their abilities, humans will need to reconcile with creating something superior to ourselves. Attempting to permanently control such systems may be both impossible and potentially pathologic.5. The Kardashev Scale and Civilizational Ambitions: AI represents a civilizational-level technology that should redirect humanity toward grander goals like capturing stellar energy through Dyson spheres and expanding beyond our solar system. The competition between China and the United States over AI mirrors the Apollo program's space race but with higher stakes—potentially making traditional concepts like money less relevant if we successfully crack general intelligence. This requires thinking beyond planetary constraints.6. The Changing Nature of Warfare and Geopolitics: AI and autonomous weapons systems are fundamentally changing warfare by making human soldiers less relevant, similar to how nuclear weapons reduced the importance of conventional military force. This shift may actually reduce bloody civilian casualties in conflicts between major powers, as drone warfare and AI-driven systems create new equilibriums. The geopolitical map may fracture into more sovereign states and city-states as centralized control becomes less effective.7. Generational Adaptation and Unpredictability: Different generations will respond uniquely to AI disruption based on their values and experiences. Generation Z, having grown up during the pandemic without traditional expectations, may adapt differently than millennials who experienced unmet expectations. However, we must remain humble about our predictive abilities—we're not good at forecasting technological change or its timing. The best approach is maintaining openness, trying to understand developments as they unfold, and accepting that we cannot consume all information in an era of unlimited AI-generated content.

Send a textIn this episode, Austin talks with Paul, Steve, and new technical instructor Robert Gaston about the more recent common TSA calls.Corrections:Error Code for sensor error: 5558 (or FH on P-series)MFZ, and MLZ will come with built in sensor, only MSZ will need sensor installation on Smart Multi. (Sensor comes with branch box and is compatible with above listed indoor units)Thanks for listening! Please visit www.mitsubishicomfort.comContact us at metustechshow@hvac.mea.com

The integration of Artificial Intelligence (AI) into post-injury rehabilitation is transforming recovery paradigms by enabling personalized, adaptive, and efficient rehabilitation pathways tailored to individual patient needs. This podcast reviews the current advances in AI applications that facilitate assessment, monitoring, and optimization of rehabilitation programs following injuries. Through machine learning algorithms, wearable sensors, and predictive analytics, AI enhances the precision of therapy plans, tracks patient progress in real-time, and predicts recovery trajectories. The discussion includes the benefits of AI-driven rehabilitation, including improved functional outcomes, reduced recovery times, and increased patient engagement. It also addresses challenges such as data privacy, algorithmic bias, and integration with clinical workflows.  1. Transforming recovery paradigms Traditional post‑injury rehab relies on periodic in‑person assessments, therapist intuition, and standardized protocols that only partially account for individual variability. AI is shifting this model toward: Continuous, data‑driven care: Instead of snapshots in clinic, rehab can be informed by near real‑time streams of kinematic, physiological, and behavioral data from wearables, smart devices, and robot interfaces. Dynamic adaptation: Therapy intensity, task difficulty, and exercise selection can be automatically adjusted based on ongoing performance, fatigue, and recovery trends, rather than fixed schedules. Precision rehabilitation: Algorithms can identify which patients are likely to respond to specific interventions (e.g., constraint‑induced movement therapy vs robotics) and tailor plans accordingly. This moves rehabilitation from a "one‑size‑fits‑many" paradigm toward precision, context‑aware therapy, analogous to precision oncology but focused on function and participation. 2. Assessment, monitoring, and optimization AI for assessment Sensor‑based movement analysis: Machine learning models process accelerometer, IMU, EMG, and pressure data to quantify gait symmetry, joint kinematics, balance, and fine motor control with higher resolution than visual observation alone. Automated scoring: AI can approximate or support standardized scales (e.g., Fugl‑Meyer, Berg Balance Scale) by mapping sensor features or video-derived pose estimates to clinical scores, reducing inter‑rater variability and saving clinician time. Continuous monitoring Home and community tracking: Wearable and ambient sensors enable monitoring of daily steps, walking speed, arm use, posture, and adherence to exercises outside the clinic, feeding rich longitudinal datasets into AI models. Real‑time alerts: Algorithms can detect abnormal patterns—such as increased fall risk, reduced limb use, or signs of over‑exertion—and flag the clinician or adjust digital therapy content automatically. Optimization and decision support Predictive models: Using historical data, AI can forecast functional gains, plateau points, or risk of complications (e.g., falls, readmission), supporting individualized goal‑setting and resource allocation. Reinforcement learning and "digital twins": Emerging work in neurorehabilitation treats rehab as a sequential decision problem, using model‑based reinforcement learning and patient "digital twins" to recommend optimal timing, dosing, and progression of interventions over weeks to months.​ 3. Technologies: ML, wearables, analytics Machine learning algorithms: Supervised ML classifies movement quality (normal vs compensatory), detects exercise type from sensor streams, and estimates clinical scores. Unsupervised learning clusters patients into phenotypes (e.g., gait patterns after stroke), revealing subgroups that respond differently to certain therapies. Reinforcement learning and contextual bandits explore which therapy adjustments yield the best long‑term functional outcomes for a given individual.​ Wearable sensors and robotics: Inertial sensors, EMG, pressure insoles, and exoskeleton sensors capture high‑frequency movement and muscle activity data during training. Robotic devices (upper‑limb exoskeletons, gait trainers) coupled with AI can modulate assistance, resistance, or task difficulty in real time based on performance and predicted fatigue. Predictive and prescriptive analytics: Predictive analytics estimate trajectories (e.g., time to independent walking, expected upper‑limb function) to inform shared decisions with patients and families. Prescriptive analytics recommend therapy intensity, modality mix, and scheduling to maximize functional gains under resource constraints. 4. Benefits: outcomes, efficiency, engagement Improved functional outcomes: Studies report better motor recovery, gait quality, and ADL performance when AI‑assisted training is used—especially when robotics and intelligent feedback are involved. Reduced recovery time and resource use: More precise dosing and earlier identification of non‑responders can reduce ineffective sessions, shorten time to key milestones, and support safe earlier discharge with robust remote follow‑up. Increased adherence and engagement: AI‑driven digital rehab platforms use gamification, adaptive difficulty, and personalized feedback to keep patients engaged in home programs, improving adherence compared to static paper instructions. Support for clinicians: Instead of replacing therapists, AI can offload repetitive measurement tasks, highlight concerning trends, and offer data‑driven suggestions, allowing clinicians to focus on relational, motivational, and complex decision‑making aspects of care. 5. Challenges and ethical considerations Data privacy and security: Rehab AI often relies on continuous collection of sensitive motion, physiological, and sometimes audio/video data, raising questions about consent, storage, secondary use, and breach risk. Approaches like federated learning and on‑device processing are being explored to reduce centralization of identifiable data while still enabling model training. Algorithmic bias and fairness: If training data under‑represent older adults, women, certain racial/ethnic groups, or people with severe disability, AI models may misestimate performance or risk for those groups, potentially widening disparities in rehab access and outcomes. Ongoing auditing, diverse datasets, and participatory design with patients and clinicians are needed to ensure equitable performance. Integration with clinical workflows: Many AI tools are developed in research settings and are not yet seamlessly integrated into EHRs, scheduling systems, or therapist documentation workflows. Poorly integrated tools risk adding documentation burden or "alert fatigue," reducing adoption. Successful implementations co‑design interfaces with frontline therapists and physicians. Regulation, liability, and trust: It remains unclear in many jurisdictions how to regulate adaptive rehab algorithms (as medical devices, clinical decision support, or wellness tools) and who is liable when AI‑informed plans cause harm.​ Transparent, explainable models and clear communication to patients about the role of AI are critical for maintaining trust. 6. Case studies and emerging trends Remote and hybrid digital rehabilitation: AI‑driven platforms providing home‑based stroke, orthopedic, or Parkinson's rehab with clinician dashboards are improving adherence and extending care beyond brick‑and‑mortar clinics. Collaborative AI for precision neurorehabilitation: Frameworks combining patient‑clinician goal setting, digital twins, and reinforcement learning exemplify "collaborative AI" that augments rather than replaces therapists.​ Multimodal personalization: Integration of movement data, EMG, heart rate, sleep, and self‑reported pain/fatigue is enabling more nuanced adaptation to daily fluctuations in capacity. Conversational AI for education and coaching: Early work is assessing tools like ChatGPT as low‑risk supports for exercise education and motivation, though they are not yet precise enough to replace professional plan design AI is moving rehab toward patient‑centered, continuously adapting, and data‑rich care, but realizing this promise depends on addressing privacy, bias, workflow, and regulatory challenges in partnership with clinicians and patients.

In this episode of the HVAC Know It All Podcast, host Gary McCreadie talks with Tyler Nelson, Master HVACR, Business Development Manager, Sales Manager - Americas, Global Trainer, at Sauermann Group, about his new book, Combustion Analysis: The Essentials, and the Fundamentals of Combustion Testing. Tyler explains how technicians can better understand oxygen, carbon monoxide, carbon dioxide, excess air, and efficiency readings, and how to use those numbers to diagnose and adjust systems properly. The conversation covers light off, steady state, and high fire conditions, fuel selection in combustion analyzers, and how proper adjustments can improve system performance and save money. Gary and Tyler also discuss why combustion testing is a thinking person's skill and how using the right data can help technicians work smarter and deliver better results for their customers. In this conversation, Tyler talks about the core basics of combustion and why understanding the numbers is key to proper diagnostics. He explains oxygen levels in fresh air, carbon monoxide limits at light off and steady state, and how carbon dioxide is calculated inside a combustion analyzer. Gary and Tyler discuss testing at low fire, mid fire, and high fire on modulating equipment, and why selecting the correct fuel setting matters. They also cover excess air, stack temperature, and how small adjustments can improve efficiency and save customers money. The episode highlights the importance of thinking through the data and using combustion testing as a true diagnostic tool in the field. Expect to Learn: How to understand oxygen, carbon monoxide, and carbon dioxide readings during combustion testing. What happens at light off, steady state, and high fire on different types of equipment? Why is selecting the correct fuel in your analyzer is critical for accurate results? How excess air and stack temperature affect efficiency and system performance. How small adjustments can improve efficiency, reduce fuel use, and help technicians diagnose problems with confidence. Episode Highlights:  [00:00] - Intro to Tyler Nelson & His New Book in Part 1 [01:32] - Book Purpose: A Field Reference, Not Memorization [03:44] - Combustion Basics: O2, CO, and CO2 Explained [09:06] - Why CO2 is a Calculated Reading, Not a Sensor [11:04] - Troubleshooting Modulating Systems at Different Fires [15:49] - Efficiency Explained: Stack Temperature & Fuel Savings   This Episode is Kindly Sponsored by: Cintas: https://www.cintas.com/ Cool Air Products: https://www.coolairproducts.net/ SupplyHouse: https://www.supplyhouse.com/tm Use promo code HKIA5 to get 5% off your first order at Supplyhouse!   Follow the Guest Tyler Nelson, Master HVACR on: LinkedIn: https://www.linkedin.com/in/tyler-nelson-master-hvacr-9a8a981b/ Sauermann Group: https://www.linkedin.com/company/sauermann-group/    Get Tyler Nelson's Book: Tyler's book Combustion Analysis: The Essentials is available now. If you want a practical, field-ready guide to combustion testing and diagnostics, grab your copy here: