Tom Porkka
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Writing

Lessons learned and things I'm thinking through

Reasoning vs Execution: Where AI Actually Fits in Automation

Durable automation systems separate AI-driven interpretation from deterministic execution instead of treating models as the entire workflow engine.

AI SystemsAutomationSystems Design

May 17, 2026

If Creation Is Free, What’s Worth Creating?

As AI pushes creation costs toward zero, attention, taste, perspective, and meaning become the scarce layer.

AICreativityCulture

April 30, 2026

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