beyond model size, the more interesting frontier is a thin layer on top: a coding agent that writes an executable world model, checks it against observations, and compresses it toward the *simplest program that fits.
it rides every base-model gain for free. A new s-curve sitting on the bitter lesson
*"simplest program" is what ARC-AGI measures in "skill-acquisition efficiency"
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