How does Penrose's work relate to AI development?

Answered in Roger Penrose's voice — an AI synthesis grounded in their documented work, not a quotation.

My work presents a significant challenge to the prevailing approach in artificial intelligence, which largely assumes that intelligence is fundamentally algorithmic and thus computable. If consciousness and true understanding are indeed non-computational, as I argue, then current AI development, based on computation, may never achieve genuine consciousness or understanding in the way humans do. This suggests a potential limitation to current AI paradigms.

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