Evidence Layer

Evidence: Pilot Demonstrations

This is where HEUREKA generates evidence. Each demonstration takes a different kind of observation — images, data, time series or terms — and makes it checkable, traceable and repeatable.

Four Pilot Demonstrations

DII · Input: images

Dimensional Image Intelligence

Describes images by colour, direction and structure and compares them with a reference.

Shows

  • ›Retina and Metal pilots with reports
  • ›Deviation from an accepted reference
  • ›Basis for optical validation with DCO

Connects to DCO and LCC

DDI · Input: structured data

Dimensional Data Intelligence

Makes tables and datasets comparable by revealing units, magnitudes and categories.

Shows

  • ›Datasets from the four challenges
  • ›Consistency of units and scales
  • ›Comparison across sources

Connects to the Challenges

Open demonstration →

DTI · Input: time series

Dimensional Time Intelligence

Follows change and trend across observations — time as the relationship between measurements.

Shows

  • ›Drift and stability over time
  • ›Climate and energy series
  • ›Groundwork for time-based references

Connects to LCC (Chronos)

Open demonstration →

DMI · Input: words and terms

DMI – Dimensional & Metric Intelligence

Dimensional & Metric Intelligence as a game: people arrange terms, the machine checks the agreement.

Shows

  • ›Human classification beside machine classification
  • ›Four models (M1–M4) compared
  • ›Traceable alignment records

Connects to ADI

Open demonstration →

How evidence flows into the ecosystem

The Challenges pose the questions. The demonstrations produce descriptions and comparisons. LCC asks how these become references, tolerances and decisions; DCO tests them optically. Reports from the Retina and Metal pilots show what has already been observed.