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We implemented a second-order early warning signal for multi-turn prompt injection based on information geometry

Reddit r/artificial · 2026-07-09

A second-order early warning signal for multi-turn prompt injection is introduced, based on information geometry and a statistical manifold. The method uses a meta rate derived from the second derivative of the stability parameter to predict adversarial trajectories before threshold crossing, providing proactive detection.

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