EvidenceArchitectural inferencev1.10.0

Evaluator independence

Evidence card

Claim
Candidate artifacts should not be able to edit tests, thresholds, policies, or evidence records.
Evidence level
Architectural inference
Source
https://modelbreeder.com/theory/evaluator-independence
Publication date
2026-06-26
Authors or institution
ModelBreeder.com
System tested
Evaluator boundary and evidence-store pattern.
Limitations
Control-plane design principle, not evidence that evaluator monoculture is solved.
What the evidence does show
Candidate artifacts should not be able to edit tests, thresholds, policies, or evidence records.
What the evidence does not show
That model-based judges are independent merely because they are outside the candidate process.
Date last reviewed in UTC
2026-06-26T00:00:00Z

Site use

This source supports Cognivirus.com pages related to evaluator independence, hidden tests, append-only evidence. Its role is bounded by the limitations listed above.