DE11 Benchmark Summary Packet Template

Static safety boundary

• No live execution
• No model training
• No runtime crawling
• No private-network probing
• No credential validation
• No safety-certification claims

Reviewer checklist

• Identify the cited paper and accessed date.
• List benchmark figures as cited research results.
• Avoid claiming all teleodynamic architectures inherit DE11 performance.
• Separate accuracy from interpretability and stabilization.
• Flag manual source verification before launch-critical publication.
• Require human review for any widened empirical claim.

Example record

{
  "iris": "93.3% cited test accuracy",
  "wine": "92.6% cited test accuracy",
  "breastCancer": "94.7% cited test accuracy",
  "boundary": "benchmark reference only; not this website running DE11"
}

QA gates

• Evidence: source citation must be present
• Human Review: required for empirical claim widening
• Auditability: figure origin must be reconstructable
• Stability: figures should be rechecked before launch
• Ontology: benchmark route remains evidence reference
• Public Output: no production-performance claim

Claim boundaries

• not proven
• not certified
• not deployment-safety evidence
• not consciousness
• not biological equivalence
• not lossless glyph conversion
• no hidden semantic authority
• requires human review for widened claims
• no live execution
• no model training
• no private-network probing
• no credential validation
• no safety-certification claim