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      <h1>LUMINA-30 as an Evaluation Boundary Layer</h1>
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<p>LUMINA-30 is a boundary framework for determining whether human refusal remained effective before irreversible AI autonomy emerged.</p>
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<h2 id="why-this-matters-here">Why this matters here</h2>
<p>LUMINA-30 does not replace capability evaluation, alignment research, or safety evaluation.<br/>It adds a separate boundary question:</p>
<p>Did meaningful human refusal remain effective before irreversibility?</p>
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<h2 id="position-relative-to-existing-evaluation">Position relative to existing evaluation</h2>
<ul><li><p>Capability: what the system can do</p></li><li><p>Alignment: how the system behaves relative to intended aims</p></li><li><p>Safety evaluation: where failure may occur</p></li><li><p>LUMINA-30: whether humans can still refuse effectively before irreversible impact</p></li></ul>
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<h2 id="research-value">Research value</h2>
<ul><li><p>works across paradigms</p></li><li><p>useful for post-hoc validation</p></li><li><p>connects technical evaluation to institutional review</p></li><li><p>treats uncheckable refusal conditions as invalid rather than merely uncertain</p></li></ul>
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<h2 id="conclusion">Conclusion</h2>
<p>LUMINA-30 does not compete with alignment or capability evaluation. It asks a different boundary question: whether human refusal remains effective before irreversibility.</p>

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