tool-augmented-reasoning

Introduces Continuous Interaction Diffusion (CID), a diffusion-native model–runtime architecture that integrates tool interaction into iterative denoising, enabling asynchronous external reads while generation continues without waiting for discrete tool calls.

本文介绍了ChromaFlow，一个工具增强的自主推理框架，并进行了一项负消融研究，表明在GAIA基准测试中，更激进的编排并未提升性能，反而增加了操作噪声。