# SheaFumi

> Governed swarms of agents, with finality.

Watch the space for governed swarms of agents, with **finality**. No chaos, no cage.

Getting agents to work together based on a shared semantic state that they build through a governed set of rules towards a defined set of goals.

## What this is about

### AI agent coordination {#ai-agent-coordination}

Several agents, one shared semantic state they build under rules, not a hidden prompt memory.

### Sheaf {#sheaf}

Each role keeps its stalk of evidence. Disagreement is measured only on the shared restriction. Finality is a global section.

### Agent governance {#agent-governance}

Proposals pass policy before they become state. Audit, roles, and checkpoints instead of a cage.

### Swarm of governed agents {#swarm-of-governed-agents}

No chaos, no cage: enough structure to converge, not a single scalar consensus.

### Agents in regulated settings {#agents-in-regulated-settings}

Dual-condition finality and bitemporal record when policy and role agreement both matter.

## Main features

- Shared semantic state on a causal graph, not hidden prompt memory
- Governance kernel: proposals pass policy before they become state
- Formal convergence toward a global section (sheaf Dirichlet energy)
- Dual-condition finality: every required dimension, plus role agreement
- Bitemporal audit: what was known, and when
- Contradictions stay first-class, including Belnap-style belief
- Relationship-based authorization; finality is a checkpoint, not a wall

## Why a sheaf

Agents do not share one scalar state. They observe different subspaces of the evidence. Classical consensus pretends otherwise and then fights the remainder as noise. A cellular sheaf keeps each role's stalk intact and measures disagreement only on the shared restriction. Diffusion on the sheaf Laplacian drives that disagreement — the Dirichlet energy — toward zero. Finality on this layer is reaching a global section: the swarm has not merely scored well; the roles agree on what they jointly see.

After Hansen–Ghrist cellular sheaves; dual-condition finality in SheaFumi.

## Legal

SheaFumi is a registered trademark (marque déposée, INPI) of Deal ex Machina SAS, 24 rue de Clichy, 75009 Paris. SIRET 840 215 412 00049. VAT FR77840215412.

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