Structural Dynamics domain lab

MDL: Market Dynamics Lab

The first Structural Dynamics domain lab, focused on evolving market structure rather than price prediction.

Role in system

Structural Dynamics domain lab. Positioned inside RDL -> RTP -> [Structural Dynamics -> MDL] + [Evidence Dynamics -> ECL] -> ECN.

Current implementation status

MDL_METHOD_PILOT_v0.1

METHOD PILOT

Operational Detail

FieldCurrent public definition
InputsLicensed or public market structure observations, liquidity records, behavioral and risk proxies.
OutputsDomain-specific structural research and Flow-8 observations where evidence is available.
Core entitiesSeven domains and Flow-8: magnitude, velocity, acceleration, persistence, depth, breadth, coupling, entropy.
State / lifecycleAppend-only publication with explicit correction and supersession visibility.
RulesCapital, liquidity, behavior, consensus, time, risk and information domain boundaries.
Failure modesTrading interpretation, missing licensed-data labels, incomplete provenance, unavailable live coverage.
Relationship to other layersRDL governs; RTP traces; Structural and Evidence tracks test different questions; ECN is future intake.
What it does NOT claimDoes not produce buy, sell, hold, timing, liquidation or return forecasts.

Whitepapers / Specifications

Open whitepaper library. Draft scaffolds are labelled honestly where finalized layer documents are not yet frozen.

Version History

Document IDVersionStatusPublished AtSupersedesSuperseded ByChange SummaryHash
MDLMDL_METHOD_PILOT_v0.1METHOD PILOT2026-09-09NoneNonev2.1 public architecture presentationPending finalized whitepaper hash