Claude Opus 4.8 Is 4x More Honest. That Honesty Is Eating Your Context Window.

Towards AI
Generative AI

Dynamic Workflows and infinite fix loops are turning alignment gains into unit economic losses. Here is the guardrail protocol to stop the…