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capability composition

topic1 events
papersTODAY 04:00 UTC

Lightning Weave: Capability Composition for More Efficient Reasoning Models

A new arXiv paper introduces Lightning Weave, a method aimed at pushing the accuracy-efficiency frontier of reasoning models. The authors argue that accuracy and inference efficiency often pull toward different reasoning behaviors, making joint improvement difficult. Their approach relies on composing capabilities rather than optimizing the two objectives independently.

reasoning/efficiency/arxiv/llm