Large language models do exhibit intelligence in the Turing test sense and do exhibit understanding in many ordinary circumstances—for instance, when an LLM can follow a complex instruction, recognize that it's incomplete or ambiguous, and correctly integrate a user's clarification, one cannot help but apply the word 'understanding' to what is happening.

factualpending

Speaker

Murray Shanahan

Evidence Quote

I have to say I think it does you know I mean how can you not I mean um so so the so it's just natural to say

Source

Human vs. Machine Consciousness | Imperial’s Murray ShanahanJohnathan Bi
Created: 8/11/2026, 6:51:36 AM

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