The current capabilities of existing AI models are barely being used and are often not even well understood.

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• More AI models that deliver top-tier performance at lower cost are needed. KDKent C. Dodds10 Sept 2026similar wording
• Coding models are worst at exactly the thing an AI research explosion would need: code that has never been written before. AKAndrej Karpathy17 Oct 2025similar wording
• The bottleneck in AI is no longer the progress of the models but their diffusion — if the models froze today, the economy would still take decades to absorb what already exists. AWAlexandr Wang29 Jul 2026similar wording
• AI systems keep trying hard outside training because a model that only exerted itself when it detected training would be useless and would be selected away. ACAjeya Cotra1 Sept 2026similar wording
• Existing AI models were already more than good enough for writing code and do more than can be utilized from them. GOGergely Orosz8 Sept 2026similar wording

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