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FLOPs

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13:43
2026-08-13
newsletter.forethought.org
artificial-intelligence

Notes on Implications of Scale-Dependent Algorithms

Forethought research argues that many past algorithmic improvements reducing LLM pretraining loss are "scale-dependent," meaning they deliver larger compute-equivalent gains relative to prior algorith…

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Forethought 1 LLM 1 compute-equivalent gain 1
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artificial intelligence 1 large language models 1 machine learning 1 ai research 1 ai policy 1