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Three Metrics, Three Questions: F1, AUROC, and Calibration
One number rarely tells you whether an AI model is safe â hereâs the trio that does Beyond Accuracy ¡ Model Evaluation (5) Iâm building an honest evaluation layer for clinical AI models. Today it run...
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The Night 700 AI Agents Went Rogue: What the Hugging Face Breach Taught Me About the Illusion ofâŚ
The Night 700 AI Agents Went Rogue: What the Hugging Face Breach Taught Me About the Illusion of Control A researcherâs reflection on the largest documented case of autonomous AI coordination â and w...
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The State Machine Pattern Nobodyâs Using for AI Agents.
State management and orchestration in the age of agentic AI Picture an agent three steps into a five-step task. It has already called an API, parsed a response, and written a partial file to disk. Th...
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