Chain-of-Thought Monitorability

Korbak et al. 2025: chain-of-thought traces are a fragile monitor; direct CoT training compromises faithfulness; MSM offers an alternative path; Inkling shows legibility eroding with no CoT-targeted reward at all — efficiency pressure alone turns the trace telegraphic