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Steering signals are most effective when derived from execution-boundary states, not just from the presence of desired behaviors in the source text.
Current LLMs achieve only 50.64% accuracy on a new benchmark for higher-order logical reasoning, revealing a critical gap in their reasoning capabilities.
