GenAI Fails – A list of epic LLM fails

A GitHub repository cataloguing generative AI failures has surfaced on Hacker News, drawing attention to a growing body of evidence that LLMs regularly produce harmful, embarrassing, or legally costly outputs. The timing is notable given a 2025 MIT study finding that 95 percent of enterprise generative AI pilots are failing to deliver real business outcomes.

This story matters because it signals a shift in how AI agents are being adopted across the industry. We are tracking this development closely and will report on follow-up impacts as they emerge.

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