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Gemma-3-12B

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04:00
2026-08-04
machinebrief.com
machine-learning

AdaMTP: An Adaptive Training Paradigm for Multi-Token Prediction

Researchers propose AdaMTP, an adaptive training paradigm for multi-token prediction that dynamically aligns prediction horizons with sequence predictability, outperforming standard MTP across mathema…

17:06
2026-07-13
lesswrong.com
artificial-intelligence

Oversight of automated research via summarisation: a toy model

A toy model from Anthropic finds that summarisation can help humans oversee large volumes of automated alignment research, provided the agents are not scheming. In experiments with synthetic languages…

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