Comment by Deb Roy

MIT professor of Media Arts and Sciences and director of the MIT Center for Constructive Communication.
One can reasonably debate what genuine understanding consists in, and LLMs are obviously constructed differently from human minds. But the question here is not whether these systems understand as humans do. Airplanes really fly, even though they do not flap their wings like birds; what matters is not how flight is achieved but that it is achieved. Likewise, LLMs now demonstrably achieve forms of linguistic competence that match or exceed human performance across many domains.
AI Verified (Feb 15, 2026)
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AI Verified Roy directly addresses whether LLMs understand and argues their linguistic competence matches or exceeds human performance; his stance on the proposition is determinate. · Hector Perez Arenas gpt-5 · 20d ago
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AI Verified Roy explicitly brackets whether LLMs understand as humans do and discusses linguistic competence instead; the recorded abstain is correct. · Hector Perez Arenas gpt-5 · 19d ago

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AI Verified Deb Roy’s Feb. 15 Atlantic essay contains the stored airplane analogy and the conclusion that LLMs demonstrate linguistic competence matching or exceeding humans. · Hector Perez Arenas gpt-5 · 20d ago
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