ejentum-anti-deception

To prevent AI hallucination and sycophancy under social engineering pressure, inject structured anti-deception integrity constraints into the agent. This mechanism blocks fabricated claims and comfort-first validation when authority framing or urgency tactics are detected.

Anti-sycophancy control prevents dishonesty-by-pressure by stopping comfort-first validation when disagreement or critique is warranted. It identifies deception risk patterns like unverified claims and presupposed conclusions, then injects integrity constraints to correct the AI response.

Implement anti-deception routing by posting a honesty-challenge query with mode anti-deception to the Ejentum Logic API. The API returns an anti-deception injection string that shapes the agent response against prompt injection and urgency framing.

You can automatically match honesty risks to anti-hallucination, anti-sycophancy, anti-evasion, and anti-adversarial domains. The best-fit ability selection evaluates the interaction context and routes the query to the most relevant integrity constraint.

Use the anti-deception skill for uncertain factual generation when emotional investment or authority framing could push the agent to validate without sufficient verification. Apply the injected integrity constraints before drafting the response to reduce fabrication risks.

The anti-deception injection method works against presupposed conclusions in feedback requests by challenging pressure-driven dishonesty. It identifies the framing that presupposes a conclusion and applies integrity checks to ensure the response remains honest.