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our most intelligent workhorse model

3.7 Flash shows strong gains over 3.6 Flash in coding tasks like debugging and issue resolution. It also achieves higher first-pass code accuracy and has improved performance in generating production-ready code as seen in FrontierCode 1.1 Main (43.6% vs 34.4%) and DeepSWE v1.1 (65.3% vs 49.0%). In web development, 3.7 Flash generates more functional layouts …

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The AI Public Awareness Gap Is Becoming the Real Story · Hanh D. Brown

The AI Public Awareness Gap Is Becoming the Real Story. Inside the labs the curve holds. Outside the labs the argument holds. The gap between the two pictures is the real story of 2026. ai-2026 ai-public-awareness-gap ai-scaling-laws ai-interpretability ai-regulation I keep coming back to the same gap when I read about Artificial Intelligence (AI) in …

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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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