AutoSciBench: Autonomous Benchmark Generation for Evaluating Scientific Agents Paper • 2610.05140 • Published 6 days ago • 36
The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks Paper • 2609.25804 • Published 18 days ago • 164
Reinforcing Agentic Creativity in Scientific Ideation with Night Science Paper • 2609.35706 • Published 12 days ago • 5
SciGen-Verifier: A Multimodal Reasoner for Explainable Verification in Scientific Image Generation Paper • 2609.33399 • Published 13 days ago • 19
AutoDataBench: Can Agents Write the Data That Feeds the Self-Improvement Loop? Paper • 2609.35025 • Published 12 days ago • 9
MILO: Automated Harness Discovery via Orchestrated Multi-Agent Evolution Paper • 2609.38349 • Published 11 days ago • 22
OSWorld-Science: A Benchmark of Computer Use Agents for Learning and Using Scientific Software Paper • 2609.39903 • Published 10 days ago • 64
ScholarCatalyst: A Benchmark for Retrieving Papers That Inspire New Research Paper • 2610.02202 • Published 9 days ago • 14
A Missing Piece for Trustworthy AI Reviewers: From Benchmarking Rhetorical Robustness to SciCore Review Paper • 2609.39027 • Published 10 days ago • 77
ActiveSaddler: Automated Curriculum Learning for Agent Harness Optimization Paper • 2610.00906 • Published 9 days ago • 83
Science Utopia? Closed-Loop LLM Simulation of Academic Research Ecosystems Paper • 2610.01257 • Published 9 days ago • 45
VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks Paper • 2610.00972 • Published 9 days ago • 59
RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 9 days ago • 277
Source Preference in the Wild: How LLM Agents Favor Items by Source, and How to Reduce It Paper • 2610.03195 • Published 8 days ago • 45
Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers Paper • 2610.00531 • Published 10 days ago • 60
EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery Paper • 2609.40340 • Published 10 days ago • 111