Author

Xing-Ming Guo

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#artificial intelligence Review Oct 2026

RSI-Forge: From Research Papers to Environments for Recursive Self-Improvement

Environments are the foundation of recursive self-improvement: they provide the problems agents work on and the feedback used to evaluate progress. Yet constructing challenging research environments with reliable evaluation still depends on domain experts, limiting their scale and disciplinary coverage. We introduce RS...

Ren-Xiong Wang, Darvin Yi, Abril Herrlein et al. · 0 citations

#artificial intelligence Preprint Oct 2026

Humanity's Sixth Sense: Benchmarking Intuitive Visual Reasoning in Multimodal Models

Humans perceive far more in a scene than what is explicitly depicted: a single glance captures past causes and future trajectories; a quick peek determines if a vehicle can fit between two parked cars; a few seconds of video reveals who holds authority in a room; and a fleeting clip highlights subtle abstract patterns...

Xing-Ming Guo, Jing Gu, Brian Jang et al. · 0 citations