AINeutralarXiv – CS AI · 5h ago6/10
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Act As a Real Researcher: A Suite of Benchmarks Evaluating Frontier LLMs and Agentic Harnesses in Research Lifecycle
Researchers introduced AARRI-Bench, a new benchmark suite designed to evaluate frontier large language models and AI agents on their ability to conduct research with human-like professionalism and nuance. Testing showed that even top-performing systems like Claude Opus 4.7 with Mini-SWE-Agent achieved only 68.3% success rates, frequently missing subtle but critical details that human researchers would easily catch, highlighting the gap between autonomous research agents and truly capable human researchers.
🧠 Claude🧠 Opus