formal article
Validation as Engine
Why the core system should validate legal outputs before they are trusted.
Validation as Engine
<article><p>The engine is not just a generator. Its real power is constraint and verification.</p><p>Why the core system should validate legal outputs before they are trusted.</p><p>This entry belongs to the Machina archive and is intended to be read as part of the broader innovations thread.</p></article>