Renouncing your own cognitive ability because the models are good is premature, because companies still pay an enormous premium for it.

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• The knowledge a model soaks up in pre-training is holding it back; what we actually want is the intelligence with the knowledge stripped out. AKAndrej Karpathy17 Oct 2025similar wording
• Capability does not generalise for free: a model that will move mountains on an agentic task still tells the same bad joke it told five years ago. AKAndrej Karpathy20 Mar 2026similar wording
• Language models will not replace good ideas, only the low-level work, so what they threaten is the ability to start a creative career rather than to have one. DHDan Houser31 Oct 2025similar wording
• There is no real impediment to models running their own research loop and improving themselves at a far more rapid rate. JDJeff Dean30 Jul 2026similar wording
• An end-to-end self-improving AI is probably possible, but it is not even desirable, because it is a hard-takeoff scenario. DHDemis Hassabis23 Jul 2025similar wording

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