Chatbots Hallucinate at Least 15% of the Time — and Google Assistant Got Worse After AI Integration

New data puts hallucination rates between 15% and 38% across major chatbots, while users report that Google's AI-augmented assistant has regressed in basic reliability.

The hallucination problem isn't getting better fast enough. As @zerohedge reported in a viral post, recent analysis shows chatbots fabricate information at least 15% of the time, with ChatGPT's rate reportedly reaching 35%. These aren't edge cases or adversarial prompts — they're rates observed during normal usage patterns. For any enterprise deploying these models in customer-facing or decision-support roles, a one-in-three error rate is disqualifying.

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