Why it matters

AI deception detection is emerging research. Alignment concern for stronger models.

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The architecture

Monitor for false info.

Test for scheming.

Probe internal states.

AI deception detectionMonitor outputsfor false infoTest schemingcontrolled scenariosProbe internalsinterpretabilityApollo Research, Redwood Research focus areas; interpretability is key
AI deception detection.
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How it works end to end

Apollo Research.

Redwood Research.

Interpretability tools.