Research LLM instruction following collapses past 6 constraints LLM instruction following breaks past 5 to 6 simultaneous constraints. Per-constraint pass rates decay at 72% times 0.922 per step, probe success below 2% by k=9. Lars Cornelissen · Aug 15, 2026