Enhanced Evaluation for Analytics AI Agent [Thomson Reuters Labs]
Episode 127 of the Snacks Weekly on Data Science podcast, hosted by Pan Wu, titled "Enhanced Evaluation for Analytics AI Agent [Thomson Reuters Labs]" was published on March 2, 2026 and runs 10 minutes.
March 2, 2026 ·10m · Snacks Weekly on Data Science
Summary
In this episode, we explore how seemingly perfect-looking SQL generated by AI agents can be “lying” when essential logic is missing. The Thomson Reuters Labs team highlights the need for deeper evaluation beyond simple syntax checks, and shows how tools like TruLens and AgentBench help expose hidden errors and better align agent outputs with real business intent.For more details, you can refer to their published tech blog, linked here for your reference: https://medium.com/tr-labs-ml-engineering-blog/is-your-ai-agent-lying-with-perfect-sql-3a6a7d69bccf
Episode Description
In this episode, we explore how seemingly perfect-looking SQL generated by AI agents can be “lying” when essential logic is missing. The Thomson Reuters Labs team highlights the need for deeper evaluation beyond simple syntax checks, and shows how tools like TruLens and AgentBench help expose hidden errors and better align agent outputs with real business intent.
For more details, you can refer to their published tech blog, linked here for your reference: https://medium.com/tr-labs-ml-engineering-blog/is-your-ai-agent-lying-with-perfect-sql-3a6a7d69bccf
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