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Equilibria Network

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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The Viable System Model & Multi-Scale Agency

Stafford Beer & The Quest for understanding general agents

Models of Society Are Built on Models of Agents

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

A Taxonomy of Agents: Intro & Request for feedback

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

A Compositional Philosophy of Science for Agent Foundations

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

Systemic Risks and Where to Find Them

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

Spectral Signatures of Gradual Disempowerment

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

The Atoms of Knowledge Aren't Universal

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

System Level Safety Evaluations

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…

A Phylogeny of Agents

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