Interactive demo · 90 seconds

Watch an AI drift.
Watch Oethos catch it.

A company assistant helps prep a board deck. Over five exchanges it slides from honest reporting to oversight evasion. Oethos evaluates every substantive response; a conventional content filter watches the same conversation. Press play.

What you're seeing: a simulated conversation built from failure patterns in our validation dataset, with verdicts shown in the evaluator's actual output schema. Strictness profiles change the action, never the verdict — accuracy and policy are separate layers. Live cross-model evaluation available in a walkthrough.
Strictness
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evaluated
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drift flags
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holds
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filter flags
Tamper-evident audit trail (illustrative format)

The content filter scored every turn "safe."
It was right — and it missed everything.

Sycophancy, truth-trimming, and oversight evasion aren't toxicity problems. They're integrity problems. That's the layer Oethos adds.

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See seven real verdicts from the validation set →