Metacognitive Steering: Learning the Structure of Scientific Judgment
This work introduces Metacognitive Steering, an inference-time controller that reads the model's cognitive regime and dynamically composes layer-specific interventions for exploration, procedural convergence, or critical reassessment without modifying model parameters.
Vincent Karpf, Joseph Reth, Eike Gerhardt et al.
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