Daily AI Papers Briefing (2026-07-08)

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【本日の論文】
1. OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers
https://huggingface.co/papers/2607.04033
2. UI-MOPD: Multi-Platform On-Policy Distillation for Continual GUI Agent Learning
https://huggingface.co/papers/2607.04425
3. ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog
https://huggingface.co/papers/2607.04438
4. PixWorld: Unifying 3D Scene Generation and Reconstruction in Pixel Space
https://huggingface.co/papers/2607.05373
5. ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes
https://huggingface.co/papers/2607.04439