
The Viable System Model & Multi-Scale Agency
Stafford Beer & The Quest for understanding general agents
Equilibria Network is a non-profit research organisation looking into the foundations of collective intelligence as it relates to AI. We bring methods from complex systems sciences to try to find partial solutions to problems like Gradual Disempowerment.
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Stafford Beer & The Quest for understanding general agents

Part 1 of a series on process alignment, a different way of thinking about agents at every scale.

AI was used to translate around 20 minutes of talking out the entire post.

I describe the philosophy of science that I follow when it comes to the research that I do.

Or: Todd Has a Presentation in London on Thursday and Three Academics (Some of Them Dead), Won’t Stop Arguing About Root Fungi

TL;DR AI disempowerment operates across markets, networks, and governance simultaneously, but our analytical tools don’t cross those boundaries.

Why DeSci should stop searching for universal verification and start building compositional translations.

Adversarial evaluations test whether safety measures hold when AI systems actively try to subvert them. Red teams construct attacks, blue teams build defenses, and we measure whether containment protocols survive adversarial pressure. We are building evaluations to test whether entire societal defensive processes can maintain their core functions when facing coordinated attacks from multiple…

In Douglas Hofstadter's "Gödel, Escher, Bach," he explores how simple elements give rise to complex wholes that seem to possess entirely new properties.