PrivateAI

Research and writing

The work behind it.

PrivateAI stands on a published body of research and writing by its founder, Brooke Tamsin Clevenger, an independent researcher at brooke.ltd.

Research identity

Where the work is recorded.

Google Scholar

Independent researcher, brooke.ltd

Five works are listed there.

Also found on

  • PhilArchive
  • PhilPapers
  • PhilPeople

Professional credentials

Over thirty years in systems.

As Brooke sets them out on brooke.ltd.

Background

Over 30 years in systems integration and infrastructure design.

From the brooke.ltd FAQ

Career

Building secure, scalable and resilient systems for public and private sector organisations.

From the brooke.ltd FAQ

Expertise

Enterprise-grade platforms, virtualisation and hybrid architecture.

From the brooke.ltd FAQ

Work

Technologist, interdisciplinary artist, author and philosopher, based in Belfast.

From About Everything on brooke.ltd

Works

Newest first.

By Brooke Tamsin Clevenger, brooke.ltd. Where a work is published on brooke.ltd, its title links to it there.

  1. 2025

    A Practical Methodology for the Stochastic Optimisation of Multi-Agent Agentic Workflows

    Listed on Google Scholar.

  2. 2025

    The Harmonic Economy

    Listed on Google Scholar.

  3. 2024

    Becoming OK, Not OK? and Everything’s OK

    Three books, listed on Google Scholar. Everything’s OK has been on PhilArchive since December 2024.

WorkZero

Original analytical work.

WorkZero is the section under which Brooke publishes her original analytical work. It is also the name of her operating system.

Kalionism and Sevahem, the frameworks under PrivateAI’s principles, are set out on the Principles page.

Principles