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A Theory of Intelligence as Energy-Efficient Cost Reduction
Competence, Learning, and Amortised Deliberation
A substrate-neutral definition of intelligence as the energy-efficient reduction of a task's expected cost — separating competence, learning, and the amortised cost of deliberation.
#intelligence#energy-efficient learning#AGI#thermodynamics of computation#inference-time reasoning
