Daily AI Papers Briefing (2026-08-06)

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【本日の論文】
1. MerchantBench: Benchmarking LLM Agents for Long-Term Coherence in E-Commerce Operations
https://huggingface.co/papers/2607.28956
2. JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion
https://huggingface.co/papers/2608.03974
3. AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling
https://huggingface.co/papers/2608.02602
4. Hunyuan3D-Buffalo 1.0: A Unified Multimodal Model for Scalable 3D Generation, Understanding, and Editing
https://huggingface.co/papers/2608.02711
5. Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent
https://huggingface.co/papers/2608.03979