MULTI-MODAL · FEDERATED · CONTINUAL

Local heartbeats.
Collective intelligence.

020 / THE SIMULATION

Follow a patient cohort from local signals
to shared learning. Every model event has a source.

5 logical clients4 cohorts20 rounds

REFERENCE TRAJECTORYBounded private calibrationSeed 53 · forward · fixed 5 classes

Ready to exploreSaved experiment playback

01 Federation theatreCOHORT 01

LOCAL DATA SPACE

PARAMETER EXCHANGE ONLY

ECG signal Report text Private update

Public patient examples arrive locally. Press play to follow the learning cycle.

Round 01 / 20Cohort 01 · local round 1/5

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SAVED ROUND01 / 20

Waveforms & reports: declared public examples. Nodes: logical clients. No live training.

Local heartbeats.Collective intelligence.