AgentBaton enables cost-effective model collaboration in agentic tasks
Capable-to-efficient handoffs in AgentBaton reduce API costs by 65.9% while preserving or improving accuracy on long-horizon agentic tasks.
Stories per day · 30 days
3 stories, newest first · one card per story
Stories tagged #agentic-tasks
MemT-1.0 releases Nano and Flash memory-native models
At 128K history, Nano is about 1.86 times faster and uses 66 times less persistent storage than a full-context KV cache.
Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite
Recursive Self-Rewrite converts harness-assisted trajectories into general training data, lifting Qwen-3.8-27B Terminal-Bench 2 pass@3 from 57.0% to 74.2%.