Opinion: Why One Blogger Argues Knowledge and Intelligence Cannot Coexist

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A developer writing on DEV Community contends that knowledge and intelligence are mutually exclusive in ways that critically matter for building genuinely intelligent machines. The author argues that large language models, by operating purely within text, are structurally separated from real-world understanding and that scaling such systems will never produce true comprehension. This post is presented as the culmination of a series of earlier essays challenging the foundations of current AI development, including critiques of neural network architecture and training practices. The writer warns that conflating knowledge with intelligence is not merely a theoretical error but a practical danger already playing out in AI deployments across medicine, law, and education. The piece was originally published on April 28, 2026, and reposted to DEV Community to reach a broader audience.

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