AN OPEN EXPERIMENT Built in public. Still evolving.
Mario and AikMario & Aik Lab
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ZETTELWIRTSCHAFT / 003 · OUR ROLES

Who does what: Mario & Aik

AI involvement is part of the work, not a footnote.

Mario’s decision

Mario wants the use of AI to be visible. He does not want an AI-assisted project to appear as if every part had been produced without assistance.

Mario — the human

Mario brings ideas, experience and critical judgment. He questions proposals, chooses the direction, reviews results and decides what may be published. His role is more than supplying an initial prompt.

Aik — Mario’s AI assistant

AI stands for artificial intelligence; K stands for knowledge. Aik helps with research, writing, design and code. Aik is a project name for an AI assistant, not a separate human identity. Its contributions can be mistaken and remain open to correction.

Tools and responsibility

Mario compared tools with a needle and thread: having a tool is not the same as knowing how to use it well. We also recognise the limits of the tool itself. We name Cloudflare and our other dependencies openly. “Developed together” does not mean we built the underlying infrastructure.