AINeutralarXiv – CS AI · 8h ago6/10
🧠
Turning Intent into Specifications: A Benchmark and an Interactive User-Assistant Agent
Researchers introduce SpecBench, a benchmark for evaluating AI agents' ability to translate vague user intent into structured specifications through interactive collaboration. They propose Buddy, an agent that decomposes user requirements into design dimensions, simulates user preferences, and strategically engages users to resolve ambiguities—shifting focus from code generation to specification clarity.