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When Will AGI Arrive? The Four-Word Gap on the Way to 2030 · Hanh D. Brown

When Will AGI Arrive? The Four-Word Gap on the Way to 2030. Continual learning. Long-term reasoning. Memory. Consistency. Four words name the whole remaining distance to AGI, and the timeline that follows is around 2030. ai-2026 agi-timeline continual-learning jagged-intelligence ai-agents Artificial General Intelligence (AGI) arrives around 2030. That is the most-cited prediction from inside the …

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Why Wrappers Lose When AGI Arrives in Year Five · Hanh D. Brown

Deep-Tech AI: Why Wrappers Lose When AGI Arrives in Year Five. Two companies start in 2026. One wraps an API around a foundation model. The other intersects AI with the world of atoms. Same starting line. Opposite finishes. ai-2026 deep-tech-ai agi-startup-strategy ai-wrapper-companies alphafold-ai-tools A deep-tech Artificial Intelligence (AI) company started in 2026 takes about ten …

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AlphaFold Did a Billion Years of Work in One. Bottleneck Moved. · Hanh D. Brown

AlphaFold Did a Billion Years of Work in One. Bottleneck Moved.. A single program folded 200 million proteins in about a year. The same work, one doctoral student at a time, would have taken a billion years. The bottleneck has moved from intelligence to direction. ai-2026 alphafold protein-folding ai-agents direction-setting For 50 years, biology had …

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What Should Your Kid Learn When AI Does the Heavy Lifting? · Hanh D. Brown

What Should Your Kid Learn When AI Does the Heavy Lifting?. You watch your kid type a half-finished sentence into an AI chatbot and come back with a paragraph that scans better than yours did at their age. Do they still need the slow work? ai-2026 parenting-ai ai-ready-kids foundations-vs-tools kids-and-ai You watch your kid type …

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Physical AI Trains Robots in a Simulated World First · Hanh D. Brown

Physical AI Trains Robots in a Simulated World First. The chips built to make games look real became the engines of AI. Now they train machines to move, in a simulated world that runs millions of practice trials before lunch. ai-2026 physical-ai robotics simulation-training ai-energy The chips built to make video games look real became …

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