When managing your money, take a chatbot’s ‘confidence’ with a grain of salt

The higher the stakes and the more specific the questions, the more likely AI will stumble on personal finance advice.

By: Pawan Jain, University of Michigan, The Conversation

Outlets: The Conversation

Published: July 7, 2026

Words: 1,539

Last Updated: 2 weeks ago

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By Pawan Jain, University of Michigan

Consider the following scenario. Suzy is 63, recently retired, and trying to decide when to start receiving Social Security and how to manage her retirement savings to minimize the tax hit.

She opens an AI chatbot, types in the details and gets a calm, well-organized and confident answer: Claim now, convert this much, here is the reasoning.

The chatbot sounds authoritative and even shows its work. …

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