# Lightning Weave: Improving the Accuracy-Efficiency Frontier of Reasoning Models through Capability Composition > Source: > Published: 2026-09-16 01:30:14+00:00 A core goal of efficient reasoning is to improve the accuracy-efficiency frontier. However, jointly improving reasoning accuracy and inference efficiency can be challenging, as the two objectives can favor different reasoning behaviors. Independently post-trained models already offer distinct streng