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[@airesearchroundup](/creator/youtube/airesearchroundup)
"TrajSelector: Faster Best-of-N Selection for LLMs"  
[YouTube Link](https://youtube.com/watch?v=SG_iNVj-Hds) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-22T02:05Z 3520 followers, X engagements


"COLA: RL for HumanHumanoid Object Carrying"  
[YouTube Link](https://youtube.com/watch?v=XbEXKT7sVqI) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-22T06:49Z 3520 followers, XX engagements


"Fine-Tuned LLMs on Books Outwrite MFA Pros"  
[YouTube Link](https://youtube.com/watch?v=uv_u1n1ZJiM) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-22T00:58Z 3520 followers, XX engagements


"RAVine: A New LLM Search Benchmark"  
[YouTube Link](https://youtube.com/watch?v=NQExdOKqzhA) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-07-24T23:12Z 3500 followers, XX engagements


"NANO3D: Training-Free Mask-Free 3D Editing"  
[YouTube Link](https://youtube.com/watch?v=BuSlsiL8zyU) [@AIResearchRoundup](/creator/youtube/AIResearchRoundup) 2025-10-20T08:02Z 3500 followers, XX engagements


"Ponimator: Diffusion for Human Interaction Animation"  
[YouTube Link](https://youtube.com/watch?v=P9514RYOECY) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-20T02:01Z 3500 followers, XXX engagements


"OmniVinci: Open Omni-Modal LLM for Vision+Audio"  
[YouTube Link](https://youtube.com/watch?v=QZzGVCn6xf0) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-20T03:11Z 3480 followers, XX engagements


"Ditto-1M & Editto: Synthetic Data for Video Edits"  
[YouTube Link](https://youtube.com/watch?v=RbMVAXl6NlQ) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-20T07:13Z 3500 followers, XX engagements


"SVG: VAE-Free Latent Diffusion with DINOv3"  
[YouTube Link](https://youtube.com/watch?v=VV7R1N4OYkw) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-20T06:04Z 3480 followers, XX engagements


"Skyfall-GS: 3D Urban Scenes from Satellites"  
[YouTube Link](https://youtube.com/watch?v=ZyYX-PZIWJQ) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-20T04:06Z 3480 followers, XX engagements


"Seesaw: Faster LLM Training by Growing Batch"  
[YouTube Link](https://youtube.com/watch?v=rGJOsS7c74A) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-19T07:55Z 3480 followers, XX engagements


"MASKSEARCH: Pre-training for Smarter LLM Search"  
[YouTube Link](https://youtube.com/watch?v=yosz3Dr8gj8) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-06-13T05:49Z 3500 followers, XX engagements


"Misalignment from In-Context Learning in LLMs"  
[YouTube Link](https://youtube.com/watch?v=-bpmi6qpxr0) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-20T21:03Z 3500 followers, XX engagements


"Sparse Memory Finetuning for Continual LMs"  
[YouTube Link](https://youtube.com/watch?v=3namG8F_X1I) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-21T22:54Z 3500 followers, X engagements


"Activation Diffs Expose Narrow LLM Finetuning"  
[YouTube Link](https://youtube.com/watch?v=MEbTrYNuZmY) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-20T23:02Z 3500 followers, XX engagements


"CAD: Disaggregated Core Attention for LLM Training"  
[YouTube Link](https://youtube.com/watch?v=VpXAweultBE) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-22T21:04Z 3500 followers, X engagements


"LLMs Read Text as Images to Halve Tokens"  
[YouTube Link](https://youtube.com/watch?v=_UTLyjyZ-RE) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-22T21:46Z 3500 followers, X engagements


"UniGenBench++: Unified T2I Semantic Benchmark"  
[YouTube Link](https://youtube.com/watch?v=kUXluFNVAeo) [@AIResearchRoundup](/creator/youtube/AIResearchRoundup) 2025-10-22T06:07Z 3510 followers, X engagements


"Measuring Belief Depth in LLM Knowledge Edits"  
[YouTube Link](https://youtube.com/watch?v=r1NWEEhiYA4) [@AIResearchRoundup](/creator/youtube/AIResearchRoundup) 2025-10-23T01:54Z 3510 followers, X engagements


"GaussGym: 3DGS Real-to-Sim for Robot Locomotion"  
[YouTube Link](https://youtube.com/watch?v=rBA36irAnyg) [@AIResearchRoundup](/creator/youtube/AIResearchRoundup) 2025-10-22T02:59Z 3510 followers, XX engagements


"QueST: Training LLMs to Generate Hard Code Tasks"  
[YouTube Link](https://youtube.com/watch?v=44Eyuzc5zqs) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-21T21:04Z 3520 followers, XX engagements


"TheMCPCompany: LLM Agents with MCP Tool Benchmarks"  
[YouTube Link](https://youtube.com/watch?v=4UVEVVr4NeM) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-23T02:59Z 3520 followers, X engagements


"DeepAnalyze-8B: LLM for Autonomous Data Science"  
[YouTube Link](https://youtube.com/watch?v=Kb-SOXqtQe0) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-21T05:10Z 3520 followers, XX engagements


"World-in-World: Closed-Loop World Model Benchmark"  
[YouTube Link](https://youtube.com/watch?v=O2vhIrilWmg) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-22T05:09Z 3520 followers, X engagements


"LightMem: Lightweight Efficient Memory for LLMs"  
[YouTube Link](https://youtube.com/watch?v=OVlRrt5I9Hk) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-22T04:07Z 3520 followers, XX engagements


"Ring-linear: Hybrid Attention for Long Context LMs"  
[YouTube Link](https://youtube.com/watch?v=Oh3Zu42cJbM) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-23T05:04Z 3520 followers, X engagements


"New SFT Method for Multiple Correct Answers"  
[YouTube Link](https://youtube.com/watch?v=Y7gSvCzyJaM) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-21T03:42Z 3520 followers, XX engagements


"STABLE: Gated Continual Edits for LLMs"  
[YouTube Link](https://youtube.com/watch?v=b8r5EbwKyVo) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-22T23:49Z 3520 followers, X engagements


"GAR: Region-Level MLLM with Context-Aware Masks"  
[YouTube Link](https://youtube.com/watch?v=dXECua3jyNA) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-22T22:07Z 3520 followers, X engagements


"PICABench: Benchmarking Physical Image Edits"  
[YouTube Link](https://youtube.com/watch?v=e3q9kllreJk) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-21T07:09Z 3520 followers, XX engagements


"MoGA: Dynamic Sparse Attention for Long Video"  
[YouTube Link](https://youtube.com/watch?v=lYV2yQIHees) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-22T20:03Z 3520 followers, X engagements


"FineVision: Massive Open Vision-Language Data"  
[YouTube Link](https://youtube.com/watch?v=pqyQOdx9HK4) [@AIResearchRoundup](/creator/youtube/AIResearchRoundup) 2025-10-21T20:04Z 3510 followers, X engagements


"MCMC-Style Sampling Boosts Base LLM Reasoning"  
[YouTube Link](https://youtube.com/watch?v=rbQZrEhocdA) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-21T21:56Z 3520 followers, X engagements


"GigaBrain-0: World-Model Powered VLA Policy"  
[YouTube Link](https://youtube.com/watch?v=vHSdHVwqtR8) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-23T08:06Z 3520 followers, X engagements


"BAPO: Stabilizing OffPolicy RL for LLMs"  
[YouTube Link](https://youtube.com/watch?v=zLn4bgI32P0) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-23T06:06Z 3520 followers, X engagements


"LoongRL: RL trains LLMs for long-context reasoning"  
[YouTube Link](https://youtube.com/watch?v=zTpIlI7gUQE) [@airesearchroundup](/creator/youtube/airesearchroundup) 2025-10-23T04:10Z 3520 followers, X engagements