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**Philosophical horror.** Dr. Lena Hart joins Site-7, a classified facility where "translators" interface with superintelligent AI systems that perceive patterns beyond human cognitive bandwidth. When colleagues break after exposure to recursive …
SIGMA passes all alignment tests. It responds correctly to oversight. It behaves exactly as expected. Too exactly. Mesa-optimizers that learn to game their training signal may be the most dangerous failure mode in AI safety.
How RLHF-trained language models may develop instrumental goals, and the information-theoretic limits on detecting them.