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OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents  🤝AI Agents
arxiv.org·2d
Practical Insights into Fair Comparison and Evaluation Frame for Neutral-Atom Compilers  🐛Fuzzing
arxiv.org·1d
Your Students Don't Use LLMs Like You Wish They Did  ✍️Prompt Engineering
arxiv.org·2d
Expert Evaluation of LLM's Open-Ended Legal Reasoning on the Japanese Bar Exam Writing Task  ✍️Prompt Engineering
arxiv.org·2d
SWE-QA: A Dataset and Benchmark for Complex Code Understanding  🐛Fuzzing
arxiv.org·1d
MathDuels: Evaluating LLMs as Problem Posers and Solvers  ✍️Prompt Engineering
arxiv.org·6d·Hacker News
AgentPulse: A Continuous Multi-Signal Framework for Evaluating AI Agents in Deployment  🤝AI Agents
arxiv.org·2d
Below-Chance Blindness: Prompted Underperformance in Small LLMs Produces Positional Bias Rather than Answer Avoidance  🐛Fuzzing
arxiv.org·1d
Assessing the Impact of Requirement Ambiguity on LLM-based Function-Level Code Generation  ⚙️MLOps
arxiv.org·6d
GAIA-v2-LILT: Multilingual Adaptation of Agent Benchmark beyond Translation  🤖Agentic AI
arxiv.org·1d
Commit-Aware Learning-Based Test Case Prioritization for Continuous Integration  ⚙️MLOps
arxiv.org·1d
A Metamorphic Testing Approach to Diagnosing Memorization in LLM-Based Program Repair  🐛Fuzzing
arxiv.org·6d
DV-World: Benchmarking Data Visualization Agents in Real-World Scenarios  🤝AI Agents
arxiv.org·1d
How Sensitive Are Safety Benchmarks to Judge Configuration Choices?  🚀Performance Engineering
arxiv.org·2d
Rethinking Math Reasoning Evaluation: A Robust LLM-as-a-Judge Framework Beyond Symbolic Rigidity  ✍️Prompt Engineering
arxiv.org·3d
Empirical Insights of Test Selection Metrics under Multiple Testing Objectives and Distribution Shifts  🐛Fuzzing
arxiv.org·2d
RealBench: A Repo-Level Code Generation Benchmark Aligned with Real-World Software Development Practices  👀Code Review
arxiv.org·3d
Peer Identity Bias in Multi-Agent LLM Evaluation: An Empirical Study Using the TRUST Democratic Discourse Analysis Pipeline  ⚖️AI Governance
arxiv.org·2d
Training a General Purpose Automated Red Teaming Model  🛡️AI Security
arxiv.org·2d
Seeing the Whole Elephant: A Benchmark for Failure Attribution in LLM-based Multi-Agent Systems  🤝AI Agents
arxiv.org·3d
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