If AI personas give wrong recommendations, who's responsible?

You do.

atypica.AI is a research tool that helps you make decisions; the decision and its consequences are yours. Treat AI-generated insights as one input among several — not as ground truth. Validate high-stakes findings with real users before committing. Apply your own judgment to what the research surfaces.

The personas don't take on liability, and neither do we as the tool provider. Like any research input — a survey, a focus group, a consultant's report — the output is information, not a guarantee.

Last updated: 8/8/2026