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AI Doesn’t Innovate

2024nov25 — I was really struck by this tagline on Canva's new 2025 design report, saying "motion elements, dreamy textures, and AI innovation" would shape new design possibilities.

As an AI skeptic—which is to say, I'm extremely optimistic about the things AI has proven it does very well, and the things it's given strong indications it's moving towards really doing well, but deeply impatient with all the hype about speculative functionality outside of those—this really put a fine point to me on part of the problem. Not with AI, but with what people expect of it, what they spend money expecting it to do.

AI DOESN'T INNOVATE. AI is specifically engineered NOT to innovate. It specifically attempts to create something that matches what it previously ingested. If it deviates from that, innovates, we call that "hallucination", and it makes AI less useful, not more. This is because AI is…