OpenControls
The ManifestoCurrent PrePrintLibraryBlog
Sign inCreate free account

The blog

Field notes

Shorter, faster pieces on AI-first entrepreneurship – the working notes between the essays.

AI Governance

We spent a week reading AI-governance posts. Everyone is circling the same missing gate.

We built a system to find the people writing about AI governance and joined their conversations. Across advisors, founders, and competitors, the same two pieces keep going unnamed: a human who owns the outcome above the loop, and a rights check on the data before and after the machine acts. That is the paper we already wrote.

Dorian Cougias June 24, 2026
Read post

AI Governance

How we held our AI governance manifesto to its own gate

AI governance only counts if it governs you first. We audited all 25 of our own plugins, gated the high-stakes ones, and signed the manifesto through the gate it describes.

Dorian Cougias June 22, 2026
Read post

AI Strategy

Eating our own dogfood: how the 4D framework built the tool that built this post

We wrote a whitepaper on AI’s polish bias, then got caught by it: 500 emails, zero replies. Here’s the recursive proof of the 4D framework that fixed it.

Dorian Cougias May 26, 2026
Read post
OpenControls

Manifesto, preprints, and a gated library. Research, written in the open.

© 2026 MoxyWolf LLC. All rights reserved.OpenControls – research, written in the open.