…After characterizing ASI, the report discusses four potential pathways from AGI to ASI: scaling AGI, AI paradigm shifts, recursive improvement , and ASI emerging from large-scale multi-agent collectives . The report then…
…At last, several promising future directions are discussed, including Environment-as-a-Service, Multi-agent Environments, and Neural-Symbolic Environments. View arXiv page View PDF Add to collection Community This paper systematically…
…It contains 150 open-ended tasks with 3,546 associated rubrics, capturing widely discussed and timely information demands of real-world users. Each task is decomposed into subtasks and evaluated with cascade…
…to collection Community Show, Don't TELL: Explainable AI-Generated Text Detection. We think this is the way forward to build trust in AI Text Detectors. Happy to discuss and get feedback…
…Finally, we sincerely thank the community for its attention, discussion, and promotion of Cola DLM. We warmly welcome everyone to discuss it with us, and we sincerely hope to receive more feedback…
Papers arxiv:2606.05158 Streaming Communication in Multi-Agent Reasoning Published on Jun 3 Submitted by Zhen Yang on Jun 4 Authors: Zhen Yang , , , Cong Chen , , Abstract StreamMA enables efficient multi-agent…
Papers arxiv:2605.07637 Learning to Communicate Locally for Large-Scale Multi-Agent Pathfinding Published on May 12 Submitted by Alsu Sagirova on May 15 Authors: , Alsu Sagirova , , , , , , Alexey Skrynnik Abstract Multi…
…The code can be found at https://github.com/h-ismkhan/Reinforcement-Learning-via-kNN-for-Robotic-Learning-with-Missing-Camera View arXiv page View PDF GitHub 0 Add to collection Community…
…Free Control of Style-Content Dual-Reference Generation from Community LoRA Mining Published on Jun 18 Submitted by Wei Cheng on Jun 19 Fudan University Authors: , Wei Cheng , , , , Yixiao Fang , , , , , , , Abstract FreeStyle…
…Abstract Content moderation systems can cause disproportionate harm to bridge users connecting separate communities, even when overall accuracy metrics appear satisfactory, with governance loss increasing significantly under false-positive-heavy conditions. Generated…