The dominant picture of AI safety is still surprisingly individualistic. We imagine an increasingly capable artificial agent, give it an…
Science
Potential Topology V2: Emergence, Accessibility, Actualisation and Cross-Scale Structure
Potential Topology V2 Version 1 is here Potential Topology 1. The central idea Potential Topology begins from a simple proposal:…
Agent Epistemic Interchange Protocol
A minimal interoperable layer for claims, provenance, contradiction, delegated authority and responsible action between AI agents Discussion Draft v2.0 —…
When the AIs Start Talking to Each Other
For most of the short history of generative AI, we have imagined a fairly simple relationship. A human asks a…
Potential Topology
A developing framework for understanding possibility, constraint, flow and persistence – from physical organisation to life, mind and society. DAVID…
Protocols not apps are the future in an AI agent world
A recent rumour that OpenAi is making an agent first phone got me thinking about how my own UBI coin…
Project Aqua – a way to a better world
Project Aqua Essays and stories to help create a better world. Project Aqua © 2026 by David J Campbell is…
Hiero-Aqua: The Main Ledger of Project Aqua
Hiero-Aqua: The Main Ledger of Project Aqua 1. The Need for a Trust Anchor Every civilization has needed a way…
Proof of Human Work (PoHW) – Anon ID
The inspiration for this idea is Bitcoins Proof of Work, I thought a better use for effort as a method…
Marvin – a possible way to AGI
Marvin: An AI Universe Built from Topology, Questions, and Flux Marvin is not “a smarter chatbot.” Marvin is a small…