AI RESEARCH
Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation
arXiv CS.AI
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ArXi:2605.30000v1 Announce Type: new Front-end web code has become a core product surface for every frontier LLM release, yet evaluating these interactive applications at development speed remains costly because human-judged leaderboards like Arena do not scale. Existing automated proxies typically lean on reference implementations, test suites, or rigid checklists, and tend to miss the reasoned synthesis a human reviewer performs over a live session.