…These findings highlight both the potential and current limitations of LLMs in modeling complex, real-world legal reasoning and technical novelty judgment in patent examination . We release our code and dataset to…
Papers arxiv:2605.31170 Emergent Languages in Populations of Language Model Agents: From Token Efficiency to Oversight Evasion Published on May 29 Submitted by Federico Torrielli on Jun 1 AI Safety & Interpretability…
…Our code has released at: https://github.com/LinesHogan/tLLM. View arXiv page View PDF GitHub 39 Add to collection Community We are excited to share our new paper: “Large Language Models…
…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…
…cross-model adversarial settings , we find that even the strongest agent hallucinates 15.1% of its verifiable spatial claims and makes over half of its accusations without grounded evidence. We release the…
…Abstract Reinforcement learning for large language model agents focuses on coordinating team behaviors through orchestration traces that capture spawning, delegation, communication, aggregation, and stopping decisions, identifying key technical axes in reward design…
…Across 17 models in Chinese and an 8-model intersection over four languages, we find: (i) the best system reaches only 2.083 on the 0--3 rubric, leaving substantial headroom; (ii…
…Evaluating five state-of-the-art models, we find that the best model reaches only 48.45% average accuracy, performance drops nearly 47 points from early to late turns, and long-horizon…
…These results demonstrate FAAST as a highly efficient, scalable solution for supervised task adaptation , particularly for resource-constrained models. We release the code and models at https://github.com/baoguangsheng/faast. View…
…Right now, uploading the model to HuggingFace costs a good amount in egress which sometimes causes us to not release resources like intermediate checkpoints for our models due to cost. I'm…