Archive. This is smartdisruptions.com as it looked from September 28 to October 1, 2026: the Notebook design. About this design · Go to the current site

Writing

Field notes

Plain-language guides from things I've actually built with AI — what mattered, and why.

Split card: 577 credits spent teaching a generative video model to rotate a can consistently, against the fix — building the can as real 3D geometry wearing a typeset label, correct at every angle.Split card: 577 credits spent teaching a generative video model to rotate a can consistently, against the fix — building the can as real 3D geometry wearing a typeset label, correct at every angle.
Working With AIAugust 28, 2026

I spent 577 credits teaching an AI to spin a can. Then I built the can.

I burned 577 credits trying to get an AI to show the same can from every side. It never managed it once — and that's not bad luck, it's how these tools work. The fix took one sentence, no special skills, and it changed how I use AI images entirely.

aiimages3dproduct
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