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Multi-Signal Deception Risk Estimation (MDRE)

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17:14

2026-09-13

discuss.huggingface.co

ai-safety

DISA: Can Sparse Internal Monitoring Detect Deceptive Computation in LLMs?

A conceptual research proposal introduces the Dynamic Immune-Shunt Architecture (DISA), an experimental framework combining sparse internal monitoring, multi-signal risk estimation, reversible interve…

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Dynamic Immune-Shunt Architecture (DISA) 1 Asynchronous Sparse Activation Monitoring (ASAM) 1 Reversible Intervention Adapter (RIA) 1 Isolated Audit Infrastructure (IAI) 1

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ai safety 1 large language models 1 ai research 1 ai policy 1