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Why I Don’t Trust LLMs to Decide When the Weather Changed

Towards Data Science Fernando Arizmendi May 6, 2026
Why I Don’t Trust LLMs to Decide When the Weather Changed
AI Summary— plain English for professionals

# AI Weather Predictions Aren't Ready for Real Work Large language models can sound confident when analyzing weather data, but they're prone to making mistakes that could cause real problems in actual business use. A physicist explains how to properly build AI systems that make reliable decisions about important facts—like verifying when weather patterns actually shifted—by combining AI with solid verification methods rather than trusting the AI's judgment alone.

A physicist's approach to building production-grade agents The post Why I Don’t Trust LLMs to Decide When the Weather Changed appeared first on Towards Data Science.

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