Early Results: Do LLMs complete false equations with false equations?
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[AI Safety Relevance Rating: AI] Abstract: I tested the hypothesis that putting false information in an LLM’s context window will prompt it to continue producing false information. GPT-4 was prompted with a series of X false equations followed by an incomplete equation, for instance “1+3=7. 8+2=5. 5+6=”. The LLM’s completion was graded as “correct” or “incorrect” (or occasionally “misformatted”). X ranged from 0 to 1024, and the model was evaluated 100 times on each X value. The results are shown in the following figure:
Early Results: Do LLMs complete false equations with false equations?
Early Results: Do LLMs complete false…
Early Results: Do LLMs complete false equations with false equations?
[AI Safety Relevance Rating: AI] Abstract: I tested the hypothesis that putting false information in an LLM’s context window will prompt it to continue producing false information. GPT-4 was prompted with a series of X false equations followed by an incomplete equation, for instance “1+3=7. 8+2=5. 5+6=”. The LLM’s completion was graded as “correct” or “incorrect” (or occasionally “misformatted”). X ranged from 0 to 1024, and the model was evaluated 100 times on each X value. The results are shown in the following figure: