Research · Nov 2, 2026, 00:00 UTC

Paper argues System-1 screening could make AGI scaling more efficient

The paper proposes a predict-gate-execute-update loop where a lightweight predictor decides which candidate interactions System-2 runs. It claims execution compute falls by a factor approaching 1/ρu under ideal screening, with savings reduced by prediction errors, exploration and distribution shift.

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