DocumentationArchitecture

KeyProjection

A zoomed-in view of one operation in Piro’s stateful inference loop.

Architecture detail

Deferred CTM architecture: projects working-memory slots into key space.

KeyProjection(memoryₖ, weights):

What it does

Projects each memory slot with Wk into the space compared against the current query.

Why it exists

Keys make historical states searchable by learned content similarity.