session-tracking

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#session-tracking

Most injection detectors score each prompt in isolation. I built one that tracks the geometric trajectory of the full session. Here is a concrete result.

Reddit r/artificial · 2026-04-20

A developer built Arc Gate, a monitoring proxy for LLMs that uses Fisher information manifold geometry to detect session-level prompt injection attacks, identifying Crescendo-style gradual manipulation by tracking t-values against a phase transition threshold t* = 1.2247 rather than per-turn phrase detection.

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