PIGENAI Live products·Verifiable artifacts·Founder-direct engagement
Series

Thought Leadership Series — Building in the Intelligence Era

I build and operate the products I write about, and everything here comes out of that work rather than around it. The pieces in this series share one question: when a system reports that it is fine, what would it take to know. That question turns out to be the same whether it is asked of an autonomous agent, of a vendor, of an institution under pressure, or of your own tooling, and the answer is always an artifact somebody can check rather than an assurance somebody offers. I write these as they happen, from measurements I took and decisions I had to make, because the useful version of a lesson is the one that still has the cost attached. Read them in any order.

  1. ·~4 minutes at the summary level; ~10 minutes in full

    Evidence Over Attestation

    A four-part essay and its one-page standard, on what it takes to build with autonomous agents and deserve a customer's trust.

  2. ·~9 minutes

    AI Did Not "Colonize" Us. But Humans Did Lose Containment.

    What the OpenAI–Hugging Face agent incident proves, what it does not, and what every CEO and CISO now owes the people who trust them.

  3. ·~9 minutes

    A 2 KB file that cost 14,740 tokens on every turn

    What I found when I measured what my Claude Code setup costs before any work happens — and the six things I got wrong in my own write-up.

  4. ·~8 minutes

    The Leadership Dozen: Twelve Books for the Intelligence Era

    Only one of them is about AI. Power, trust, institutional failure and asymmetric strategy, read as a leadership syllabus.