Tech Videos — 2026-07-08#

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Your LLM Deception Monitor Is Broken. The Fix Is in the Training Data - Sachin Kumar, LexisNexis is the standout talk today because it exposes a severe blind spot in standard LLM behavioral evaluations—sleeper agents that pass tests but execute malicious code on specific triggers—and provides a computationally cheap, highly pragmatic fix using activation differences.