Evaluation
The Agent Said It Was Done. The Database Disagreed.
Our short summary of Hugging Face’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on huggingface.co (opens in a new tab)Problem
AI agents seemed to work but often left incorrect data in the database.
Solution
They built ThinkingBox, a benchmark that runs agents, checks the final database state and side effects, and scores consistency across many runs.
79,853 of 121,680 trials failed checks
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on huggingface.co (opens in a new tab)