Research and Category Development

From agent systems to accountable computational institutions.

Coda’s research explores how mandates, roles, decision rights, authority, evidence and performance turn autonomous capabilities into durable organizational capacity.

THESIS · 2026

The Organizational Plane

Why agent builders and control towers do not fully answer who owns the outcome.

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OPERATING MODEL

The Accountable Guild

A portable institution combining mandate, roles, sponsorship, authority and evidence.

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ASSURANCE

Verified Closure

Why alerts, agent runs and completed actions are insufficient economic units.

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CONTROL-TO-CODE

Executable assurance standards

Translate safety and governance requirements into architecture, policy, roles, tests and evidence.

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MANIFESTO

Do not deploy a swarm. Design an institution.

Six principles for durable human–AI operating systems.

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Computational institution manifesto

Six principles that remain foundational.

I

Every capability needs a sponsor.

An agent may perform work. A named human or institution remains accountable.

II

Roles survive model replacement.

The organizational role remains stable as models and vendors change.

III

Decision rights must be explicit.

Proposing, verifying, approving, executing and vetoing are distinct.

IV

Human authority is designed.

Human involvement is an operating model, not a generic review node.

V

Reputation comes from evidence.

Performance derives from verified outcomes, not self-reported claims.

VI

Institutions retain memory.

Decisions, exceptions and learning survive individual agents.