Skip to content
veri—ableMy research
All visual stories

EVALUATION / STORY 05

What can an AI monitor actually see?

Written reasoning and observable actions offer different windows into behaviour.

WINDOWS INTO BEHAVIOUR
Reasoning
Actions

A reasoning monitor inspects what the model writes about its process; this may omit relevant information.

THE SHORT ANSWER

Visibility is a separate question.

  1. OpenAI reports lower monitorability for Astra than GPT-5.6 Sol alongside improved compliance with restrictions in its evaluations.
  2. Reading reasoning, observing actions and inspecting both are distinct monitoring approaches. Their results should not be merged into a single safety grade.

Keep the limits in view.

The comparison is developer-reported and depends on the test setting. Some tests explicitly prompt evasion. The diagram is explanatory and does not show measured detection rates.

Keep asking.

Ask about this evidence

Collection reviewed 30 September 2026. Initial research edition. Source inspection does not mean independent reproduction of the findings.