DocumentationArchitecture
SummarizeSynchronization
A zoomed-in view of one operation in Piro’s stateful inference loop.
Architecture detail
SummarizeSynchronization
Deferred CTM architecture: compresses synchronization signals for a recurrent retrieval query.
hₖ, historyₖ, weights): syncMatrixₖ = CorrelationMatrix(historyₖ.states) return SyncFeatureProjection(syncMatrixₖ, hₖ, weights)What it does
Summarizes CTM synchronization signals from the current state and historical trajectory into query-side features.
Why it exists
CTM dynamics should influence retrieval without replacing semantic content matching.