The attribution-layer coordinate for distributed swarm intelligence.
A substrate position for platforms that trace outcomes, credit, and causal responsibility within multi-agent swarm systems.
Matched pair · sold together
Held and transacted as one position. A matched .ai + .com pair forecloses its own most common confusable — one coordinate, not two names.
Coordinated sets this position belongs to — the coverage it extends. Counts are the live cluster size in the graph.
Primary home
Also appears in
Architectural context
Swarm · Cross-Vertical · 2 compound moats. Architectural surface: Swarm, Attribution.
Layer position: Cross-cutting
Why this is canonical
'Attribution' names one of the hardest problems in distributed AI: when collective behavior emerges from many coordinated agents, assigning credit, responsibility, and causal weight to individual agents or sub-groups is both technically complex and increasingly necessary for governance and accountability. On .ai, this pairing is best-positioned to anchor the substrate layer that solves it for swarm architectures.
Where it fits
A few directions this coordinate opens —
Illustrative, not exhaustive — held as a transferable canonical position, open to the buyer's own use.