One post tagged with "temporal-consistency"

Your AI system is confidently answering questions about a world that no longer exists. Not because the model is broken, not because retrieval failed, but because three independent clocks are ticking at different rates inside every production AI application — and nobody synchronized them.

This is the three clocks problem: wall clock, model clock, and data clock each operate on their own timeline. When they diverge, you get a system that's technically functioning but substantively wrong in ways that no error log will ever catch.