Quantitative Generalization Bounds for Multi-Layer Transformers: A Few Long Strings can Beat Many Short Ones
arXiv:2610.35715v2 Announce Type: replace-cross Abstract: Transformer-based language models exhibit an astonishing capacity to generalize to longer and more difficult problem…
Inverse Modeling for Laser Pulse Shape Design in Inertial Confinement Fusion
arXiv:2610.33096v1 Announce Type: new Abstract: The achievement of practical fusion energy remains one of the most pressing unsolved scientific challenges,…
The LLENS Platform for On-Premises Large Language Model Agents in a Japanese University Hospital: Development and Evaluation Study
arXiv:2610.32151v2 Announce Type: replace-cross Abstract: Large language model agents that use tools could take on part of the electronic health…
AIPC: Evidence-Guided Agent Workflows for PyTorch Project Deployment
arXiv:2610.34890v1 Announce Type: cross Abstract: Deploying and optimizing a PyTorch inference project on a dedicated accelerator, especially an on-device NPU,…
NumTrace: Auditing the Number Provenance of Financial Analyst Agents
arXiv:2610.34887v1 Announce Type: cross Abstract: A numerical claim generated by a financial analyst agent can match a number in a…
Folding Pooled Usage Examples into the Tool Index Lowers Retrieval of Unused Tools
arXiv:2610.30867v2 Announce Type: replace-cross Abstract: AI agents often find tools by searching their documentation. Agents that share a tool catalog…