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Open Models Change The Economics of AI Open Models Change The Economics of AI 58 мин This Game Is Way Too Good To Ignore… PRAGMATA (Walkthrough Gameplay Part 4) This Game Is Way Too Good To Ignore… PRAGMATA (Walkthrough Gameplay Part 4) 101 мин KÖK BÖRÜ | AI Animated Short Film | Higgsfield Originals (2026) KÖK BÖRÜ | AI Animated Short Film | Higgsfield Originals (2026) 16 мин This AI Supercomputer can fit on your desk... This AI Supercomputer can fit on your desk... 24 мин This Small AI Will Change Everything This Small AI Will Change Everything 4 мин How Lifelike AI Became Amarillo's Face — And A New Gateway To City Services How Lifelike AI Became Amarillo's Face — And A New Gateway To City Services 4 мин Stormy Night Walk in Gotham City | Batman Arkham Knight | 4K Stormy Night Walk in Gotham City | Batman Arkham Knight | 4K 91 мин IBM’s mainframe chip collab, NVIDIA’s Poolside deal & Ox Alpha’s reveal IBM’s mainframe chip collab, NVIDIA’s Poolside deal & Ox Alpha’s reveal 31 мин GTA 6 ПЗДЦ, The Witcher 4, METRO 2039, Успіх STALKER 2, Провал Sony, Days Gone, Клоуни IGN, Rockstar GTA 6 ПЗДЦ, The Witcher 4, METRO 2039, Успіх STALKER 2, Провал Sony, Days Gone, Клоуни IGN, Rockstar 35 мин AI News: OpenAI Absolutely Cooked This Week! AI News: OpenAI Absolutely Cooked This Week! 35 мин This GPU can be Hacked to Unlock Secret Memory This GPU can be Hacked to Unlock Secret Memory 20 мин Plasma Globe Can Be a Fire Hazard #experiment #technology #science #funny Plasma Globe Can Be a Fire Hazard #experiment #technology #science #funny 1 мин The Future of Trivia Gaming #electronics #trivia #experience #funny The Future of Trivia Gaming #electronics #trivia #experience #funny 2 мин Have a Pole? Need a Hole! (LATITY-017) Have a Pole? Need a Hole! (LATITY-017) 14 мин I Escaped the Apple Ecosystem - It Backfired I Escaped the Apple Ecosystem - It Backfired 17 мин Living by Power Lines #science #electrical #cancer Living by Power Lines #science #electrical #cancer 2 мин Sony Announces End of Physical Discs Sony Announces End of Physical Discs 1 мин Suspicious Magnet Gun #science #experiment #funny Suspicious Magnet Gun #science #experiment #funny 2 мин Pranking Linus for his 40th Birthday Pranking Linus for his 40th Birthday 1 мин Ionizing Radiation #science #debunk #skincare Ionizing Radiation #science #debunk #skincare 2 мин Can You Microwave Yourself?! (LATITY014) Can You Microwave Yourself?! (LATITY014) 16 мин An Attempt Was Made! An Attempt Was Made! 17 мин All Of Human History In One Hour All Of Human History In One Hour 64 мин Newest addition to my lab 😏 #cnc #3Ddesign #engineering Newest addition to my lab 😏 #cnc #3Ddesign #engineering 1 мин Surreal AI Film • If I Had Another Life, I’d Find You Again (4K) Surreal AI Film • If I Had Another Life, I’d Find You Again (4K) 9 мин Only $20000 to Fix a Flat Tire Only $20000 to Fix a Flat Tire 14 мин This Glove Punches For You! (COLD GAS ROCKET FIST) This Glove Punches For You! (COLD GAS ROCKET FIST) 20 мин Nobody Uses These Common Objects Correctly Nobody Uses These Common Objects Correctly 17 мин wHeRE's tHe PowEr ArmOR? 😵‍💫🤖 #fallout #engineering #videogames wHeRE's tHe PowEr ArmOR? 😵‍💫🤖 #fallout #engineering #videogames 1 мин Affordable YouTube Gear that is Totally Worth It 2026 Affordable YouTube Gear that is Totally Worth It 2026 24 мин Power Lines at Knee Level? Campfire with AA Battery?! (LATITY-016) Power Lines at Knee Level? Campfire with AA Battery?! (LATITY-016) 18 мин The Horrifying "Dementor" Wasp | Fascinating Horror Shorts The Horrifying "Dementor" Wasp | Fascinating Horror Shorts 1 мин What Happens After A 1,000,000x AI Compute Leap? | Jeff Dean What Happens After A 1,000,000x AI Compute Leap? | Jeff Dean 29 мин What Would Linus Save? What Would Linus Save? 1 мин Racing with Steam Controllers! Racing with Steam Controllers! 1 мин I Never Thought I’d See This Happen I Never Thought I’d See This Happen 10 мин iPhone 18 Pro - Does variable aperture matter? iPhone 18 Pro - Does variable aperture matter? 1 мин World's LARGEST headphones! World's LARGEST headphones! 1 мин How I wasted $52,000 in my Dream Smart Home How I wasted $52,000 in my Dream Smart Home 20 мин Fighting Electrical Fire by AFCI Fighting Electrical Fire by AFCI 16 мин The Truth About the "Whoop Killer" The Truth About the "Whoop Killer" 18 мин Crash Course Big Questions on U.S. Government Preview Crash Course Big Questions on U.S. Government Preview 4 мин How do you upgrade a lifelong Tech??? - AMD $5000 Ultimate Tech Upgrade How do you upgrade a lifelong Tech??? - AMD $5000 Ultimate Tech Upgrade 30 мин I bought the most CURSED TECH on the internet ft. KSI I bought the most CURSED TECH on the internet ft. KSI 25 мин How to attack (and defend) a medieval castle - Connor C. Wilson How to attack (and defend) a medieval castle - Connor C. Wilson 6 мин DEADERA DEADERA 2 мин I Built a Fake Home Theater in the Tech House… I Built a Fake Home Theater in the Tech House… 18 мин I helped break a 142-year-old bell, and that's okay. I helped break a 142-year-old bell, and that's okay. 33 мин I have a weird conspiracy theory about this bridge I have a weird conspiracy theory about this bridge 13 мин 3 things you may not know about the Declaration of Independence #shorts 3 things you may not know about the Declaration of Independence #shorts 1 мин This Mouse is WEIRD This Mouse is WEIRD 1 мин

Open Models Change The Economics of AI

2026 58 мин

Ollama (YC W21) is used by 9 million developers and 85% of the Fortune 500, giving co-founder and CEO Jeffrey Morgan a unique view into which AI models people are actually using and how that’s changing. Right now, the biggest shift he sees is toward open models, driven by coding agents, falling costs, and capabilities that are rapidly catching up to the frontier labs. On Ollama Cloud, that shift has driven a 150x increase in token usage since the start of the year. In this episode of the Lightcone, Jeff joins us to talk about the future of open models and the story behind Ollama, from two years of searching for the right idea to building one of the most widely used AI developer tools in the world. Apply to Y Combinator: https://www.ycombinator.com/apply Work at a startup: https://www.ycombinator.com/jobs 00:00 — Intro 01:16 — Who's Actually Using Open Models? 02:13 — Is It All About Cost? 03:31 — The Token Usage Explosion 05:31 — Fine Tuning: Hype Cycle or Here to Stay? 07:27 — Where Open Models Beat Claude 08:26 — Launching Models at Scale 11:31 — Olama as the OS Layer 13:58 — Hidden Layers Between Model and App 17:28 — Open vs. Closed: The Steady State 20:41 — Local vs. Cloud Models 23:12 — Why Chinese Models Dominate Cloud 24:00 — NVIDIA's Open Source Play 26:03 — The Return to Local 27:15 — Getting GPUs Is Hard 29:16 — The Flash Model Revolution 31:35 — God Model vs. Orchestration 33:37 — The Geopolitics Question 36:14 — From Docker to Ollama 37:12 — Applied to YC With the Wrong Idea 40:36 — Lost in the Wilderness for Two Years 42:15 — The Pivot That Changed Everything 44:49 — 100K GitHub Stars, No Revenue 47:40 — How Do You Monetize Open Source? 49:43 — Why Do YC as a Second-Time Founder? 51:49 — What Seeing "Good" Actually Does for You 53:38 — Old DevOps Rules That Don't Apply Anymore

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