arXiv:2608.22191v1 Announce Type: new Abstract: Software-engineering agents solve repository-level tasks through long, stochastic tool-use trajectories,…
Tag: AI
MCP-Universe RL: A Framework for Training MCP Tool-Use Agents via Reinforcement Learning
arXiv:2608.22167v1 Announce Type: new Abstract: Reinforcement learning (RL) has become an effective way to improve the tool-use ability of large language…
The Missing Metric Between Tokens and Cloud Spend
The problem isn’t that AI teams lack cost data. It’s that the token dashboard and the cloud bill describe different systems, owned by different teams,…
Beyond What Meets the Eye: Unveiling Situational Illusions for Multimodal Large Language Models
arXiv:2608.22232v1 Announce Type: new Abstract: Real-world situation appearances can deviate from their underlying physical states, challenging the…
Regeneron Commits to Veeva Vault CRM Globally
Veeva Systems announced on August 25, 2026 that Regeneron Pharmaceuticals has committed globally to Vault CRM, the life sciences CRM Veeva has rebuilt…
Query-Driven Multimodal Information Extraction from Long Documents
arXiv:2608.22214v1 Announce Type: new Abstract: In domain-specific multimodal long documents, images and text jointly convey complex knowledge that cannot…
AI Is Making Software Development Faster. Industrial Software Still Requires Engineering Expertise.
AI Is Transforming Software Development A few weeks ago, I asked a generative AI tool to build an online version of a Japanese card game my father used to…
Role-Specialized Mixture-of-Agents with Open-Weight LLMs for Clinical Prediction
arXiv:2608.22176v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly applied to clinical prediction tasks such as in-hospital…
Aggregation-Aware Synthetic Text Generation Against Authorship Re-Identification
arXiv:2608.22161v1 Announce Type: new Abstract: Online users often release multiple texts under the same identity, giving attackers an author profile that…
Evaluation of Small Vision-Language Models on Qualitative Mechanical Problems
arXiv:2608.22143v1 Announce Type: new Abstract: Qualitative mechanical problem-solving (QMPS) refers to solving qualitative problems from the mechanical…