Real signals or artificial stereotypes?

If you’re using LLMs to analyze data, it’s helpful to remember that LLMs don’t analyze data.

LLMs are next-token predictors.

Harnesses can choose to call tools that can do data analysis. But the LLM itself will introduce bias in reporting.

Hard things are hard. Don’t take a shortcut and just ask the LLM.