#monitorability

Published Frontier reporting tagged “monitorability”.

Models Ground TruthOct 24, 2026

Anwar et al. show CoT monitorability recovers under an unsupervised post-training objective

Mutual information between chain-of-thought and output can become a training stage, with a stake for labs that already compress or pressure their traces.

Read the piece

Models Ground TruthOct 21, 2026

OpenAI Alignment adds pair-matched and post-control metrics past g-mean²

Models The StackSep 15, 2026

Monitorability is the real Astra story, not the Critical label

OpenAI says Astra meets Critical cybersecurity and is harder to read than Sol. Pachocki says no lab has solved monitoring enough to keep scaling at maximum speed. Microsoft's draft Code of Conduct bans concealed reasoning for MAI models only.

#monitorability

Stories on monitorability

Anwar et al. show CoT monitorability recovers under an unsupervised post-training objective

OpenAI Alignment adds pair-matched and post-control metrics past g-mean²

More tagged monitorability

Monitorability is the real Astra story, not the Critical label

Stories on monitorability

Anwar et al. show CoT monitorability recovers under an unsupervised post-training objective

OpenAI Alignment adds pair-matched and post-control metrics past g-mean²

More tagged monitorability

Monitorability is the real Astra story, not the Critical label

One brief a week.