The Guard That Never Woke Up
My AI-security guard caught zero percent of the subtle prompt injections — not because it couldn't, but because it never invoked the detector. A continual-learning loop (RELAI) is what made the blind spot visible; the fix took base-split detection 0% → 94%.
Read →The Harness Is the Point
A cited, 45-paper survey of harness engineering at ICML 2026 — how the interesting design surface moved from the model to the runtime, the tool contract, the orchestrator, and the effect boundary.
Read →How Do We Make It Realize Something Went Wrong?
Why closing the self-improvement loop is so much harder than drawing it — the mechanics are easy; the rater, the part that knows a wrong answer was wrong, is the whole game.
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