Author

Qi Cao

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#artificial intelligence Preprint Sep 2026

AIBuildAI-2.5: Efficient Autonomous AI Model Development Through LLM-Guided Tree Search

Autonomous agents that automatically build artificial intelligence (AI) models could broaden access to AI across science and engineering. A popular line of such agents frames model building as a code search problem and solves it by tree search, in which each node is a candidate program and the tree grows by generating...

Pei-Jia Qin, Ruiyi Zhang, Qi Cao et al. · 0 citations

#artificial intelligence Preprint Sep 2026

SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness

This work takes an RSI-inspired approach at the harness layer, scaling auto-research loops across increasingly numerous and diverse environments for harness rollouts, and yields reusable improvements that transfer beyond their development setting.

Hao-Zhe Liu, Tian Ye, Sen-Sen Gao et al. · 2 citations