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Notes from the team building the Bayes Platform: how we design, test and deploy AI agents for public services.

structured-output

Why our agents classify each turn after they answer

We asked the answering model to file its own paperwork through a mandatory tool, and smaller models showed us the cost. Moving that work to a separate call after the reply fixed it.

Jérémie Doucy7 min read
Diagram: the answering loop during the reply, then a separate classification call after it

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