Greg Kamradt: Stop Building workflow × AI, Aim for workflow ^ AI
GregKamradt · x · 2026-11-01
AI practitioner Greg Kamradt (known for ARC-AGI) shares how his mindset has evolved as models improve:
- In the weak-model era, his approach was workflow + AI — bolting AI onto existing processes.
- As models got better, it became workflow × AI — good workflows multiply the gains from stronger models.
- Now he argues the goal should be workflow ^ AI — flows that improve exponentially, not linearly, with model capability.
The concrete lever: raise the ambition of the goals themselves, and design flows that compound with better models rather than just stacking automation linearly.
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