[KongchangAI]
Unverified50% confidenceSolutionExact time

The study proposes four testable principles of data-efficient learning: organizing experience around the contextual dependencies required for prediction, separately designing visible information and supervision signals for capability maintenance, independently testing learning generalization and retention, and letting contextual dependencies drive training design.

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9/11/2026
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