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AI Agent Papers·2026
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FrontierPhysics: Evaluating Agents for End-to-End Physics Research

Bingran You, Wenjun Ke +70·BenchFlow, University of California, Berkeley +35

Evaluates AI agents on 56 research-based physics tasks, from literature review and experimentation to manuscript writing. It combines deterministic checks with expert rubrics to assess both correctness and research quality.

#paper#benchmark#benchmarks#evaluation#ai-agent+3
Computer Vision Papers·2026
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From Pixels to Actions - Towards Native Vision-Language-Action Policies

Weichen Fan, Haiwen Diao +15

Lets robot manipulation policies draw on visual representations from different depths of a vision-language backbone instead of relying on a separate encoder’s fixed output. The approach improves control results on LIBERO and real-world tasks.

#paper#embodied-ai#robotics#vision#manipulation+3
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