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Context Windows Don’t Know What’s Still True — I Built a Validity Layer That Does

Context Windows Don’t Know What’s Still True — I Built a Validity Layer That DoesNEW⭐9

📅 2小时前👁 4 views

A validity layer distinguishes agents that waste effort acting on stale context from those succeeding despite it. New benchmarks reveal size, not graph shape, d...