PRISM-DSTW · Advanced Capabilities

Advanced Capabilities

A coupled interferometric translational engine, rendered as a living manifold observatory.

PRISM-DSTW is not a pipeline. It is a four-act observability engine: twin interferometric manifolds under perturbation, bifurcation topology with attractor basins and saddles, BALD active uncertainty collapse, and chronology-bound decision artifacts. The interactive artifact below renders all four acts and their cross-cutting layers — thermal hysteresis, UV excitation, LIF event-collapse, causal propagation — as they actually operate in the engine.

The observatory above is the architecture, not a metaphor for it. Each act in the visualisation corresponds to a real subsystem in PRISM-DSTW: twin manifolds under coupled perturbation, bifurcation topology with attractor basins, BALD adaptive uncertainty collapse, and a chronology-bound decision lattice. The cards below name what is happening in each act and what it means for translation.

1 · State tensor

PRISM-4D exports aligned physics, not biological labels

The physics substrate remains blind to assay outcomes. It emits state manifolds, transfer-entropy channels, thermal hysteresis, hydration variance, and dynamic contact graphs through the handshake contract.

2 · Observation bridge

Assays become likelihood blocks with provenance

Each assay is treated as a window onto the same latent thermodynamic geometry. Processed tables, raw-derived spectra, and validation references keep separate evidence kinds so the model can express disagreement instead of hiding it.

3 · Active learning

BALD selects the next physics questions

Posterior uncertainty is routed back into PRISM-4D as a targeted simulation request. The loop spends compute on variants and states that are expected to collapse the most uncertainty.

4 · Firewall

Decision artifacts are chronology-bound

Registries, handshake contracts, priors, normalized evidence, and exported decision matrices are hashable as a single evidence state. The downstream claim is tied to the manifold state that produced it.