Author

Qiuyinzhe Zhang

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#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

#natural language process... Preprint Sep 2026

GraphForge: Training Working Agents with Graph-Anchored Workspace Synthesis

GraphForge, an evidence-graph based framework that grounds both the task and its verification in real files, and rejects fine-tuning on the SFT model's own rollouts yields further improvements on all three benchmarks, suggesting that the rubrics provide a useful selection signal.

Qi-Sheng Su, Han-Chen Wang, Guang Zhu et al. · 0 citations