December 19, 2025
The Incomputability of Simple Learning
Why the simplest forms of learning are incomputable, and what that means for the intelligence we can build.
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Why the simplest forms of learning are incomputable, and what that means for the intelligence we can build.
What if LLMs could remember their own successful reasoning? A simple experiment in trace retrieval, and why 'latent' is the right word.
Solomonoff induction, MDL, speed priors, and neural networks are all special cases of one Bayesian framework with four knobs.