… Generated by Qwen/Qwen2.5-Coder-32B-Instruct Autonomous agents are increasingly expected to support end-to-end medical-AI research workflows, moving beyond isolated prediction tasks or short-form clinical question answering. …
… The following papers were recommended by the Semantic Scholar API Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents 2026 ClawEnvKit: Automatic Environment Generation for Claw-Like Agents 2026 One-Eval: An Agentic System for Automated and Traceable LLM Evaluation 2026 GTA-2: Benchmarking… …
…formats; however, there is no end-to-end workflow for distilling these traces into inspectable, correctable, and agent-usable skills. We present an automated trace-to-skill distillation system for generating person…
… The following papers were recommended by the Semantic Scholar API HealthAdminBench: Evaluating Computer-Use Agents on Healthcare Administration Tasks 2026 Medical Reasoning with Large Language Models: A Survey and MR-Bench 2026 When OpenClaw Meets Hospital: Toward an Agentic Operating System for Dy… …
… The framework shifts manual harness engineering into automated harness engineering , and takes one step further -- automating the design of the automation itself. View arXiv page View PDF Add to collection Community AI agents are increasingly deployed on complex, domain-specific workflows. …
…based on the agent workflow component targeted by the harm: data pipelines, system environments, and agent autonomy. To instantiate these attacks at scale, we build AutoSkillHarm, an automated construction pipeline with coding…
… Ships 65+ Markdown-defined skills, 5 end-to-end workflows, and a 3-stage evidence-to-claim audit cascade. …
… Existing LLM-based data curation methods primarily rely on human-designed workflows, leaving it unexamined whether LLMs can autonomously execute an end-to-end data engineering pipeline for model specialization. …
… 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 SkillGenBench: Benchmarking Skill Generation Pipelines for LLM Agents 2026 GTA-2: Benchmarking General Tool Agents from Atomic Tool-Use to Open-Ended Workflows 2026 SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Au… …