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Sure, but the question posed isn't whether LLMs exhibit intelligence (obviously so, minimally in Chinese Room sense), or can they combine sources (sure, no way
by HarHarVeryFunny 2y ago
Sure, but the question posed isn't whether LLMs exhibit intelligence (obviously so, minimally in Chinese Room sense), or can they combine sources (sure, no way to stop them), but why do they hallucinate.
Notwithstanding the amazing things they can do, I don't think it helps understanding by viewing LLMs in too abstract of a way as intelligent agents. After all, in reality they are "just" language models, and hopefully in 2024 the nuance of what they needed to learn to be GOOD language models doesn't need to be explicitly stated every time we discuss them.
Looking at them as language models, it's easy to explain why they hallucinate, are poor reasoners, etc, and IMO does nothing to distract from understanding why they also exhibit intelligence when operating "in distribution".