Lenny's Reads

Listen: How to do AI analysis you can actually trust

February 17, 2026·18 min·4-min readsolotechnology
Podzilla Summary (4 min)
TLDR
AI models like ChatGPT, Claude, and Gemini often produce confident but unreliable insights from customer data, including fabricated quotes and generic conclusions. Caitlin Sullivan outlines four failure modes in AI-powered user research and provides actionable prompting techniques to ensu

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Guest

C

Caitlin Sullivan

solo on Lenny's Reads

Mentions

Books, people, and resources mentioned in this episode.

People

Caitlin Sullivan

Companies

CanvaYouTube

Products & Tools

WhoopChatGPTClaudeGeminiNotebook LMMazeSurveyMonkeyQualtrics

Topics

Artificial IntelligenceData EngineeringData ScienceMachine LearningProduct ManagementSoftware Engineering

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