Margaret Mitchell, a co-author of the influential "On the Dangers of Stochastic Parrots" paper, has clarified that the term "stochastic parrot" specifically refers to Large Language Models (LLMs), not Artificial Intelligence (AI) in general. She argues that equating LLMs with all AI systems is a category error, as many AI systems incorporate LLMs alongside other deterministic programs and algorithms. Mitchell emphasizes that while LLMs generate text based on statistical correlations rather than true understanding, this does not diminish their capability or practical utility in producing human-like and complex outputs. AI
IMPACT Clarifies the distinction between LLMs and broader AI, potentially reducing misinterpretations in public discourse.
RANK_REASON Clarification of a widely used metaphor by one of its originators.
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- GIGAZINE
- Large Language Models
- Margaret Mitchell
- Medium
- On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?🦜
- SGD
- stochastic parrot
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