Models & Capabilities

Astra Is Hard to Monitor

Chain-of-thought monitoring is weakening as a reliable inspection channel; use evidence outside the model's self-narration

Beyond Prompting
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What the source reports

Zvi Mowshowitz reports that chain-of-thought monitoring is weakening as a reliable inspection channel. The Signal Loss read: Chain-of-thought monitoring is weakening as a reliable inspection channel; use evidence outside the model's self-narration. Chain-of-thought monitoring is weakening as a reliable inspection channel; use evidence outside the model's self-narration.

Original source

Title
Astra Is Hard to Monitor
Author
Zvi Mowshowitz
Date
Tuesday, September 8, 2026