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  "text": "Top AI Papers of The Week (Feb 24 - Mar 2)\n\n- A Very Big Video Reasoning Suite: 200 tasks, 1M+ video clips for video reasoning research\n- Does Your Reasoning Model Implicitly Know When to Stop Thinking? Introducing SAGE paradigm\n- AgentFly: Fine-tuning LLM agents without fine-tuning LLMs\n- Microsoft rStar2-Agent: 80.6% on AIME24 with just 14B parameters\n- From Blind Spots to Gains: Diagnostic-driven iterative training for LMMs\n- VibeVoice: Synthesizing 90-minute multi-speaker conversational speech\n- Alibaba MobilityBench: Benchmarking real-world route-planning agents\n- NVIDIA's data engineering strategies for scaling LLM terminal capabilities\n- VESPO: Variational sequence-level soft policy optimization for stable RL training\n- Beyond Pass@1: Self-play with variational problem synthesis sustains RLVR\n\nFind them below:",
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