01
No evaluation leakage
Failed evaluation prompts, holdouts, expected answer concepts, and private outputs do not become training data. A rejected model may lead to a new source or contamination-controlled experiment with a new sealed holdout, never a lowered gate.
- Sealed holdouts
- No training on failures
- No evaluator rewriting to favor a model
- Honest reject is allowed
Portal delivery details
Server rendering: Routes are handled by index.php; content lives in data/pages.php; HTML and Markdown share the same page data.
Dependency boundary: No WordPress bootstrap, database, Composer package, npm build, CDN script, Bootstrap, or jQuery dependency.
Deployment: The package targets the subdomain root with Apache or equivalent clean-route rewriting.