Collusion Labs

research

What if competitors became collaborators—not through coercion, but through infrastructure that makes cooperation cheaper than competition?

The Challenge

Cooperatives struggle to scale. Traditional governance models either concentrate power or dissolve into inefficiency. Knowledge workers, artists, and researchers compete in isolation when collaboration would multiply their capabilities. The infrastructure for "good collusion" doesn't exist.

The Approach

Collusion Labs is a research and development hub building cooperative infrastructure. The current focus: developing StoryBox as a testbed for decentralized record-keeping, governance structures, and content archiving.

Pragmatic governance model. Tool- and ideology-agnostic. Inspired by Mary Parker Follett's integrative democracy—emphasizing negotiation, shared power, and participatory decision-making. Reputation informs decisions but doesn't override broader participation.

Nested consensus. Keeping discussions at scales where participants can fully engage and accurately interpret each other's perspectives. Three layers: direct collaboration, network integration, and ecosystem consensus.

Domain-specific reputation. Reputation tied to organizations and specific domains of work rather than platform-wide. Prevents power concentration while respecting genuine expertise.

Proof of Useful Work. Contributions include knowledge production, computational resources (storage, media processing), and governance participation. Balances expertise with inclusivity.

Current Status

Active development. Voice-to-vault pipeline operational with two active nodes (Zabauhaus, NCCS). Governance dashboard with multi-level scoping (system, node, alliance). 10 completed jobs, 8 active. Platform cooperative infrastructure taking shape.

Active research:

  • Respectful Machines in Deliberative Commons — four-ring security architecture, conversational marketplace protocol, bootstrap strategy (March 2026)
  • The Precedent Library — constitutional memory through precedent + equity-based fairness review (March 2026)

Active development threads:

  • Voice intelligence pipeline (corrections loop, speaker diarization, voice catalog)
  • Node-scoped and alliance-scoped governance views
  • Peirce Society community node as first external partnership
  • Domain routing for multi-node deployment

Why "Collusion"?

Collusion is typically negative—secret agreements against the public good. We're reclaiming the word. Good collusion: transparent cooperation that reduces friction, builds trust, and empowers independent creators without coercion.

Related Work

See Respectful Machines (latest paper), Slow Technologies (foundational paper), Storybox (platform implementation), and Zabauhaus WhitePaper (philosophical foundations).