# Rubric Changed but Results Did Not

## Ontology Metadata

Code: ISS-0055
Version: ISS-0055@0.1.0
Ontology release: 0.1.0
Updated: 2026-05-10T00:00:00Z
Canonical URL: /workbench/issues/rubric-changed-but-results-did-not/

## Summary

A review rubric, scoring rule, evaluation standard, or classification criterion changes, but AI results continue to reflect the old rubric.

## Category

- CAT-0080 — Changes & Versions
  - URL: /workbench/categories/changes-and-versions/
  - Summary: Problems where model behavior, prompts, contracts, schemas, outputs, references, rubrics, or expectations change without the surrounding workflow updating correctly.

## Primary Pattern

- PAT-0190 — Contract Drift
  - URL: /workbench/patterns/contract-drift/
  - Summary: A structural condition where a declared contract changes but connected structures, implementations, consumers, or expectations do not update in sync.

## Declared Patterns

- PAT-0190 — Contract Drift
  - URL: /workbench/patterns/contract-drift/
  - Summary: A structural condition where a declared contract changes but connected structures, implementations, consumers, or expectations do not update in sync.
- PAT-0350 — Persistence Instability
  - URL: /workbench/patterns/persistence-instability/
  - Summary: A structural condition where persisted state cannot be stored and restored into an equivalent structure without alteration.
- PAT-0240 — Authority-State Mismatch
  - URL: /workbench/patterns/authority-state-mismatch/
  - Summary: A structural condition where observed system state no longer aligns with the declared authority state that is supposed to govern it.

## Derived Primary Lenses

- LEN-0170 — Convergence Lens
  - URL: /workbench/lenses/convergence-lens/
  - Summary: Compares parallel structural systems to determine whether they align under shared authority.
- LEN-0270 — Reconciliation Lens
  - URL: /workbench/lenses/reconciliation-lens/
  - Summary: Evaluates whether structural changes align with declared authority updates, version changes, or reconciliation rules.
- LEN-0280 — Reference Stability Lens
  - URL: /workbench/lenses/reference-stability-lens/
  - Summary: Evaluates whether structural references, identifiers, nodes, and edges remain consistent across execution cycles or comparable states.

## Derived Secondary Lenses

- LEN-0180 — Determinism Lens
  - URL: /workbench/lenses/determinism-lens/
  - Summary: Evaluates whether identical structural inputs produce equivalent structural outputs across repeated executions.

## Search Intents

- rubric changed but results did not
- AI still uses old rubric
- evaluation rubric changed but output same
- scoring rule update not reflected
- AI review ignores new criteria
- classification criteria changed but result did not