World Models & General Intuition: Khosla's largest bet since LLMs & OpenAI

Explains the technical distinction between video prediction and action-conditioned world models, and the data source behind them. Useful for engineers tracking agents that act in environments.

• videoExtreme Harness Engineering: 1M LOC, 1B toks/day, 0% human code or review — Ryan Lopopolo, OpenAI
• videoInside Abridge: The AI Listening to 100 Million Doctor Visits — Abridge's Janie Lee & Chai Asawa
• videoExo: Harnesses should see their own code and logs — Alex Krentsel, UC Berekeley / Google Research
• video⏭️ Forward Deployed: Voice AI on what works in 2026

• videoWorld Models Need Causality, Not Pretty Pixels — Christopher Manning, Moonlake AIAI Engineer
• videoThe Next Medium: Why Real-Time Interactive Video Changes Everything — Ahmed Ahres, ReactorAI Engineer
• videoRunway’s Bet Beyond Video: World Models, Robotics, and the Neural OS — Anastasis GermanidisLatent Space

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