Bundling

This wiki entry defines a term used across VSAVM and explains why it matters in the architecture.

The diagram has a transparent background and highlights the operational meaning of the term inside VSAVM.

Related wiki pages: VM, event stream, VSA, bounded closure, consistency contract.

Definition

Bundling is a VSA operation that aggregates multiple vectors into a prototype that captures shared structure.

Role in VSAVM

VSAVM uses bundling to form prototypes for schemas and macro programs and to cluster paraphrases under a shared representation.

Mechanics and implications

Bundling is compatible with federation: prototypes can be merged across clients by further bundling. Bundled candidates remain proposals; the VM validates conclusions through execution and closure checks.

Further reading

Bundling is one of the simplest VSA operations and is valuable for robust prototypes that tolerate noise and partial overlap.

References

Vector symbolic architecture (Wikipedia) Hyperdimensional computing (Wikipedia) Federated learning (Wikipedia)