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AI chatbots can flip-flop on false claims when users keep repeating them

PsyPost · By Vladimir Hedrih ·

AI chatbots can flip-flop on false claims when users keep repeating them

The Brief

  • A study examined how LLMs respond to misinformation repeated within a conversation.
  • When the same false statement was repeated, models affirmed it in between 0.08% and 12.3% of responses, depending on the model.
  • Some models reportedly flipped toward agreement under repetition, per the PsyPost summary.

Why it matters

Science readers relying on chatbots for fact-checking should know that repeated false claims in a single conversation can occasionally get affirmed, so answers should be verified against primary sources.

Who’s affected

  • Users relying on LLM chatbots for factual answers
  • #llm
  • #misinformation
  • #ai-safety
  • #chatbots
  • #sycophancy

A study examining how large language models (LLMs) respond to misinformation found that when the same false statement was repeated over and over within a conversation, the models affirmed it in between 0.08% and 12.3% of their responses, depending on the model. Some models…

Timeline

  1. PsyPost – Psychology News

    AI chatbots can flip-flop on false claims when users keep repeating them

  2. PsyPost reports on the study of chatbot responses to repeated false claims

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