Papers arxiv:2605.08678 MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI Published on May 9 Submitted by Bohan22 on May 11 Authors: Bohan Lyu , , , Jiaru Zhang , Qixin Xu , , , , , , , , , Junlin Yang , , , , , , , , Abstract Current AI agents struggle to invent gen… …
Papers arxiv:2605.01214 Agentic AI Systems Should Be Designed as Marginal Token Allocators Published on May 2 Submitted by siqi zhu on May 5 University of Illinois at Urbana-Champaign Authors: Siqi Zhu Abstract Agentic AI systems should be evaluated as marginal token allocation economies rather tha… …
… The following papers were recommended by the Semantic Scholar API MuQ-Eval: An Open-Source Per-Sample Quality Metric for AI Music Generation Evaluation 2026 SongBench: A Fine-Grained Multi-Aspect Benchmark for Song Quality Assessment 2026 Adopting State-of-the-Art Pretrained Audio Representations f… …
… AI-generated summary Background: Agent skills are increasingly deployed as modular, reusable capability units in AI agent systems. …
… We conducted pre-release testing across domains identified in our Frontier AI Framework as potentially presenting catastrophic risks , and also evaluated the model's misaligned propensities . …
… On five tasks under a shared GPT-5.5 backbone, AI CFD Scientist autonomously discovers a Spalart-Allmaras runtime correction that reduces lower-wall Cf RMSE against DNS by 7.89% on the periodic hill at Reh=5600; under matched LLM cost, two strong general AI-scientist baselines ARIS , DeepScientist … …
… The following papers were recommended by the Semantic Scholar API Generative AI User Experience: Developing Human--AI Epistemic Partnership 2026 Emotional Support with Conversational AI: Talking to Machines About Life 2026 Resisting Humanization: Ethical Front-End Design Choices in AI for Sensitive… …
… View arXiv page View PDF Project page GitHub 564 Add to collection Community World Action Models: The Next Frontier in Embodied AI this framing of cascaded vs joint world action models lines up nicely with what dreaming-style latent world models have been doing, but it finally puts a clear taxonomy… …
… View arXiv page View PDF Project page GitHub 70 Add to collection Community 🎧👀 Audio-Visual Intelligence in Large Foundation Models: A Comprehensive Survey 📄 arXiv: 2605.04045 We are excited to release what we believe is the first comprehensive survey on Audio-Visual Intelligence AVI in the era of … …
… AI-generated summary LLM-powered multi-agent systems can now automate the full research pipeline from ideation to paper writing, but a fundamental question remains: automation for whom? …
