Systems×People×Technology

Intelligence is becoming abundant.
Coherence is not.

We study how people, machines, organizations, and institutions stay intelligible and adaptive as intelligence and automation reshape the conditions around them.

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Latest

ARTICLESpeaking at Industry Night — April 23, Kansas City5mo ARTICLEThe Layer Governance Frameworks Don’t Reach5mo STANDARDSC-DOC-000001 v03 issued5mo STANDARDSC-FCALC-000001 v04 issued6mo Changelog

The question we work on

What allows a system to remain itself while everything around it changes?

The research is broader than the standard. The standard is where portions of the research become formally constrained.

What we're studying

One question, six layers

Human coherence

Identity, cognition, relationships, meaning, and agency.

Machine coherence

AI systems, agent coordination, memory, and alignment.

Institutional coherence

Organizations, governance, law, and legitimacy.

Economic coherence

Value, labor, ownership, and post-scarcity systems.

Social coherence

Communities, trust, culture, and collective sensemaking.

Civilizational coherence

Long-term resilience, coordination, and a flourishing future.

Current work

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Every artifact carries a type, so you can tell what kind of claim you are holding before you read it. Only canonical releases and standards bind anyone — the rest is us thinking in public.