Mapping & TranslationCatalogedReference Ready

Goodhart / Learning Drift Restorer

The Goodhart / Learning Drift Restorer diagnoses when a metric has become the target and selection has drifted away from coherence.

Tool Stage
This page defines the tool specification before an interactive interface is released.
Status
Cataloged
Readiness
Reference Ready
What This Tool Is For

The Goodhart / Learning Drift Restorer diagnoses when a metric has become the target and selection has drifted away from coherence. It is an applied workflow candidate derived from the archive, not a replacement for the canon concept page.

Mapping & Translation

Constructs that translate systems into maps, basins, surfaces, timing paths, and comparative views.

Inputs Needed
  • Inputs are defined in the source construct and will be refined before an interactive build.
Outputs Produced
  • Outputs are defined in the source construct and will be refined before an interactive build.
Interactive Build Path

This can become a tool for AI evaluations, institutional KPIs, security dashboards, education systems, and governance metrics. ---