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Do World Models Hallucinate? Yes — and It's Predictable
Published date:9 min readA world model's hallucination is not an invented citation — it is invented physics: smooth video that quietly drifts from reality. What it looks like, why models with an internal world simulator still get the world wrong, and the 2026 finding that these failures are predictable before they happen.
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Spatial Intelligence in AI: The Human Skill Machines Are Missing
Published date:8 min readSpatial intelligence — perceiving, reasoning, and acting in 3D space — is what Fei-Fei Li says AI is missing. What it means, where it comes from, how machines get it.
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Does Video Generation Understand the World? The Sora World-Simulator Debate
Published date:10 min readOpenAI called Sora a step toward world simulation; the app shut down in April 2026. What the physics benchmarks actually measured — and why the question outlived the product.
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Future of AI in the Next 10 Years: Five Forces, Not Dates
Published date:9 min readThe future of AI arrives as forces, not dates. Five verifiable trends — capital, reliability, regulation, energy, world models — shape the next 10 years.
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What Is a World Model? The Field, the Money, and the Test
Updated date:7 min readA world model gives AI an internal picture of how the world behaves: state in, next state out. Series hub: the four routes, the money, and the honest test.
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When Will AGI Happen? Every Major AGI Prediction, on the Record
Published date:12 min readEvery major AGI forecast on one page: the 1960 miss, Musk's expired 2025 date, Altman's 2026 deadline, Legg's 2028 bet, Kurzweil's 2029, the crowd's 2031.
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The Five Levels of Working With AI: What Kitchens, Cockpits, and Job Sites Already Know
Published date:23 min readHow do you organize AI assistants? Every mature workplace already answered the general question — with a five-level ladder running from skill to philosophy. What the kitchen, the cockpit, and the construction site discovered, and how each level translates to working with AI.
