G.12:11 — Worked micro‑examples (informative; SoTA‑oriented)

Preface node heading:g-12-11-worked-micro-examples-informative-sota-oriented:60175

Content

(A) Decision‑making discipline dashboard (multi‑tradition). Slots (from C.21): ReproducibilityRate (freshness‑windowed), StandardisationLevel (ordinal), AlignmentDensity (bridge density over DHC‑SenseCells), MetaDiversity (operator family diversity), DisruptionBalance (target‑band metric). Evidence: citation graphs, benchmark traces, and bridge calibrations are referenced via PathSliceId[]. Optional panels:

  • G.12:Ext.PortfolioTelemetry to visualise set‑returning method portfolios without forcing a scalar winner.
  • G.12:Ext.QDTelemetry to include illumination/archive telemetry using modern QD families (e.g., CMA‑ME / policy‑gradient QD variants / surrogate‑assisted illumination lines) as telemetry.

(B) Evolutionary software architecture dashboard (open‑endedness‑aware). Slots: stability/reproducibility metrics, standardisation stages (ordinal), cross‑paradigm alignment density, and disruption balance. Optional panels:

  • G.12:Ext.OpenEndedTelemetry to include open‑endedness telemetry (environment diversity / transfer events) using POET‑style and related post‑2015 open‑ended generation families, while keeping such signals in telemetry unless an explicit owner policy promotes them.