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OPD's unique update geometry reveals that it operates in a low-dimensional channel, fundamentally altering our understanding of model training dynamics.
Stop hard-coding reasoning strategies for your LLM agent: a learned router that dynamically picks the best paradigm for each task boosts performance by up to 5.5%, beating even the best fixed strategy.
