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Open Models Change The Economics of AI Open Models Change The Economics of AI 58 دقیقه Ethernet is DEAD?? Mac Studio is 100x FASTER!! Ethernet is DEAD?? Mac Studio is 100x FASTER!! 34 دقیقه The Case For Data Centers In Space The Case For Data Centers In Space 37 دقیقه How To Manage Token Costs While Keeping Agentic Goals On Track How To Manage Token Costs While Keeping Agentic Goals On Track 5 دقیقه What Makes Great AI Agents? What Makes Great AI Agents? PRAGMATA Walkthrough Gameplay Part 2 - GIGANTIC BOT BOSS FIGHT (FULL GAME) PRAGMATA Walkthrough Gameplay Part 2 - GIGANTIC BOT BOSS FIGHT (FULL GAME) 94 دقیقه NVIDIA's Open Source Strategy🤖 NVIDIA's Open Source Strategy🤖 1 دقیقه 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 دقیقه IBM’s cloud collab, Meta’s Muse Glimmer & OpenAI’s upcoming Astra model IBM’s cloud collab, Meta’s Muse Glimmer & OpenAI’s upcoming Astra model 37 دقیقه 007 FIRST LIGHT Walkthrough Gameplay Part 1 - INTRO (FULL GAME) 007 FIRST LIGHT Walkthrough Gameplay Part 1 - INTRO (FULL GAME) 121 دقیقه AI News: The Most Insane Week So Far This Year! AI News: The Most Insane Week So Far This Year! 31 دقیقه 60 Day Body Transformation 60 Day Body Transformation 1 دقیقه Ballast Operation Failures #experiment #electrical #funny Ballast Operation Failures #experiment #electrical #funny 1 دقیقه The "Ride The Ducks" Disaster | Fascinating Horror The "Ride The Ducks" Disaster | Fascinating Horror 14 دقیقه These Earbuds have a World Record These Earbuds have a World Record 1 دقیقه This ZOOM is Insane! This ZOOM is Insane! 2 دقیقه Jumpstart by Phone Jumpstart by Phone 14 دقیقه World's First Touchscreen MacBook World's First Touchscreen MacBook 1 دقیقه So This is Peak Smartphone So This is Peak Smartphone 14 دقیقه The Truth About the Bezelless Concept Phone The Truth About the Bezelless Concept Phone 7 دقیقه They Looked Inside Claude’s AI's Mind. It Got Weird They Looked Inside Claude’s AI's Mind. It Got Weird 7 دقیقه Primitive Technology: Roof tiles dried by underfloor heating Primitive Technology: Roof tiles dried by underfloor heating 13 دقیقه Stripe buys OpenRouter, Ramp’s AI Index & IBM’s OpenAI deal Stripe buys OpenRouter, Ramp’s AI Index & IBM’s OpenAI deal 36 دقیقه Nuclear Egg (LATITY-015) Nuclear Egg (LATITY-015) 14 دقیقه Is Beni the cutest camera robot you've ever seen? 🥺 The answer is yes! #robot #engineering #camera Is Beni the cutest camera robot you've ever seen? 🥺 The answer is yes! #robot #engineering #camera 1 دقیقه What AI tools are the pros using in September? What AI tools are the pros using in September? 1 دقیقه How to Use YouTube Studio in 2026! (Complete Guide) How to Use YouTube Studio in 2026! (Complete Guide) 19 دقیقه DON'T Screw into MY FLOOR! DON'T Screw into MY FLOOR! 12 دقیقه We had TOO much fun with this one 🔥 #batman #batmobile #engineering We had TOO much fun with this one 🔥 #batman #batmobile #engineering 1 دقیقه What AI tools should you use to grow your business? Comment STACK for the list. What AI tools should you use to grow your business? Comment STACK for the list. 1 دقیقه UV printing on a Smith Blade? @Morpho.Global #uvprinting #engineering UV printing on a Smith Blade? @Morpho.Global #uvprinting #engineering 2 دقیقه my code works… why? my code works… why? 1 دقیقه Cooked by a CHARGING CELLPHONE! ElectroBOOM Crew EXPOSED!!! (REUPLOAD of LATITY-004) Cooked by a CHARGING CELLPHONE! ElectroBOOM Crew EXPOSED!!! (REUPLOAD of LATITY-004) 11 دقیقه JPG vs PNG vs WEBP vs GIF vs SVG JPG vs PNG vs WEBP vs GIF vs SVG 1 دقیقه The Best Value Gaming PC I’ve Ever Seen The Best Value Gaming PC I’ve Ever Seen 12 دقیقه This iPhone Duo Animation 👀 This iPhone Duo Animation 👀 1 دقیقه $1000 to $4000 Laptop - Snapdragon Edition $1000 to $4000 Laptop - Snapdragon Edition 1 دقیقه Aussie Electricity Better than UK?! Aussie Electricity Better than UK?! 24 دقیقه 5 Pros and Cons of Apple's New Foldable Phone 5 Pros and Cons of Apple's New Foldable Phone 2 دقیقه I Escaped the Apple Ecosystem - It Backfired I Escaped the Apple Ecosystem - It Backfired 17 دقیقه Apple Intelligence scares me Apple Intelligence scares me 1 دقیقه The tragedy of Cassandra, the princess who predicted the fall of Troy - Iseult Gillespie The tragedy of Cassandra, the princess who predicted the fall of Troy - Iseult Gillespie 5 دقیقه Glass is glass Glass is glass 5 دقیقه Берегись Паука! 🕷️ (Fever Meme) Берегись Паука! 🕷️ (Fever Meme) 18 دقیقه Memory Memory 3 دقیقه 4 ways to tell a great story 4 ways to tell a great story 6 دقیقه Steam Machine Review Steam Machine Review 1 دقیقه World's most EXTREME alarm clocks! World's most EXTREME alarm clocks! 1 دقیقه The Hunt for Xesh The Hunt for Xesh 34 دقیقه EMPTY GESTURE EMPTY GESTURE 2 دقیقه The Best Wii Remote EVER! The Best Wii Remote EVER! 1 دقیقه

Open Models Change The Economics of AI

2026 58 دقیقه

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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