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
Jiaqi Deng
3 articles on SOTA Papers
Kimi K3 Brings Open Weights Closer to Frontier Agents
A 2.8T-parameter MoE combines Delta Attention, 16-of-896 expert routing, and agentic reinforcement learning to approach leading proprietary systems at lower task cost.
Aug 10, 20264 min2607.24653
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