GPT-5.5's Lean-verified Ramsey proof, BixBench score, CyberGym result, and High Preparedness rating show both scientific upside and cyber risk.
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Region-Targeted Capture, Structural UI Automation, Semantic Navigation, and Accessibility-Tree Compression Independent Research -- June 2026 Project: ScreenMemory — an autonomous desktop agent perception stack | Benchmarks: Independent reproduction scripts available on request Abstract Autonomous desktop agents remain far below human performance on real-world operating-system
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Stanford University’s benchmark suite exposes a critical gap between medical knowledge and clinical execution: frontier AI models achieve 69.67% success in realistic EHR workflows, until systematic architectural redesigns — including extractive memory, tool abstraction, and mandatory human-in-the-loop gating — push reliability to 98%. From
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