CTO at Archdesk (construction ERP). Earlier: fintech exit, and a long time ago the kind of curiosity that got me labelled a hacker.

I write about the cost side of AI — intelligence per joule, verification cost, agent autonomy that survives contact with evidence: https://piszczek.pl

Two terms I coined and keep refining: "Joule Wars" (the race shifting from capability to useful intelligence per joule) and "Proof-Adjusted Autonomy" (raw autonomy discounted by whether the work is proven, independently validated and delivered in time).

Kraków, Poland.