this post was submitted on 23 Mar 2026
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Technology
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The best description I've ever heard of LLMs is "a blurry jpeg of the internet". From the perspective of data compression and retrieval, they're impressive... but they're still a blurry jpeg. The image doesn't change, you can only zoom in on different parts of it and apply extra filters, and there's nothing you can truly do about the compression artifacts (what we call "hallucinations"). It can't think, it can't learn, it just is, and that's all it will ever be.