Length Penalties Make Chain-of-Thought Less Monitorable.

arXiv:2607.09786v4 Announce Type: replace Abstract: Recent work trains reasoning models with length penalties to curb overthinking and cut inference cost. We show that these penalties make the chain of thought less monitorable. A length-compressed model still