Blog
Notes from building an AI growth department.
Definitions worth pinning down, honest takes on what autonomous AI can and can't own, and working notes from building Machinai in the open.
The trust problem with autonomous AI
People don't trust software that acts on its own, and the reasons are mostly good ones. What the public reviews of autonomous-AI products actually complain about, why it's an architecture problem rather than an intelligence problem, and what trustworthy autonomy has to look like.
16 July 2026
What is an AI cofounder?
An AI cofounder is an AI agent given ongoing ownership of one function of a business — it plans the work, produces it, and learns from the results instead of waiting for prompts. The full definition, what it can genuinely own today, and what stays yours.
16 July 2026