Cryptographer Matthew Green floats a research idea: proving nothing hides in prompt history

matthew_d_green · x · 2026-11-07

Cryptographer Matthew Green discusses a security research idea with hdevalence: convincing a model that nothing odd is hiding in its prompt history. The catch is that this tends to blow up the size of the prompt history, though there may be workarounds. hdevalence notes it seems like an interesting research project. Early-stage speculation on model verifiability / prompt-injection defense, with no details worked out yet.

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