Top AI Papers of the Week
TheTuringPost · x · 2026-07-14
This post curates the noteworthy AI papers of the week, spanning a wide array of directions:
- Long-Context & Efficient Modeling: Hierarchical Sparse Attention and Sparse Delta Memory explore scaling up sparse attention and linear RNN states.
- Agents & Verification: SkillOpt-Lite focuses on agent self-evolution; LLM-as-a-Verifier proposes a universal verification framework; TurnOPD and Single-Rollout Asynchronous Optimization target long-horizon agent training.
- Multimodal & Video/Generation: Bridging Interleaved Multi-Modal Reasoning, OpenCoF, Flex-Forcing, and dOPSD cover multimodal reasoning, learning to reason via video generation, and training video/diffusion language models.
- VLA / Robotics: Look Before You Leap focuses on distilling tree search into action evaluation for efficient decision-making with frozen VLA models.
The original post also includes links to the full paper list and the "most important AI news of the week."
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