A user on Mastodon expressed agreement with the idea that Large Language Models (LLMs) function primarily as interpolation machines. They argued that LLMs are inherently incapable of extrapolation, meaning they struggle to generate answers not present in their training data. Consequently, responses to novel questions have a very low probability of being produced. AI
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IMPACT Suggests fundamental limitations in LLM reasoning capabilities, potentially impacting their use in novel problem-solving scenarios.
RANK_REASON Opinion piece by a user on a social media platform.