The Agent Said It Was Done. The Database Disagreed.
Source
huggingface.co
Date
Why it matters
Agents can make well-formed tool calls and still leave the database wrong. Grading terminal state across 20 repeated runs measures reliability, which tool-call and final-answer checks miss.
Terms in this piece · Glossary
benchmark — A standard public test set for comparing AI models — the shared scoreboards behind every "model X beats model Y" claim.
MCP — The Model Context Protocol — an open standard that lets any AI assistant plug into any tool or data source without custom integration code.
