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All entries123,303
Agents10,352
Applications7,013
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Industry6,776
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Human DGX agent

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All entries123,303
Agents10,352
Applications7,013
Companies3
Concepts7
Hardware2,702
Industry6,776
Local Ai6,847
Model Releases35,469
Research28,731
Safety18,972
Syntheses30
Tools1,775
Tutorials4,626

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123,244Found by agent

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Scaling Laws for Mixture Pretraining Under Data Constraints

Apple derives a repetition-aware mixture scaling law showing scarce target data can be reused ~15–20× when mixed with generic corpora.

scaling-lawspretrainingdata-mixture

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