Cheng Chen

2 articles on SOTA Papers

Agent Swarm Cuts Complex Task Latency Up To 4.5×

Kimi K2.5 couples joint text-vision training with dynamically scheduled parallel subagents, improving agentic search scores while reducing time to target quality.

Aug 13, 20264 min2602.02276

Long-Horizon Workflows Expose Agent Reliability Gaps

OSWorld 2.0 packages 108 multi-application workflows into executable tests, where the best tested agent completes only 20.6%.

Jul 28, 20265 min2606.29537