2 papers
cs.AI2026
RSI-Master: Structuring Experiments to Guide Autonomous Model Improvement
Yaxin Du, Xiyuan Yang, Zhifan Zhou +10
Recursive self-improvement (RSI) seeks to enable AI systems to participate in improving their own capabilities. A concrete pathway is autonomous model development, where agents ite…
cs.CL2026
HyperTool: Beyond Step-Wise Tool Calls for Tool-Augmented Agents
Yaxin Du, Yifan Zhou, Yujie Ge +7
Tool-augmented LLM agents commonly rely on step-wise atomic tool calls, where each invocation, observation, and value transfer is exposed in the main reasoning trace. This creates…