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Bing Liu is a professional with experience in AI research and work at Meta.
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Scale AI's Agentic Rubrics for Software Agent Verification
arXivresearchpositiveJan 9, 2026
Agentic Rubrics, an expert agent-based verification system, achieves 54.2% on SWE-Bench Verified without requiring test execution, providing a scalable and context-grounded alternative to code execution for software engineering agent verification.
“Co-authored research on Agentic Rubrics for software agent verification.”
AI AgentsReinforcement LearningAI ResearchFoundation Models