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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<title>NTS · Neurotransparency Specification · Waveframe Labs</title>
<meta name="description" content="The Neurotransparency Specification (NTS) defines the formal normative disclosure and compliance requirements for AI–human epistemic traceability under ARI governance.">
<link rel="icon" type="image/png" href="favicon-32x32.png" />
<link rel="canonical" href="https://waveframelabs.org/nts.html" />
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<body>
<div class="wrap">
<!-- ===== HEADER ===== -->
<header class="hdr">
<div class="hdr-top">
<img src="waveframe-logo-mark.png" width="32" height="32" style="border-radius:6px;" />
<div class="title">Waveframe Labs</div>
</div>
<div class="hdr-sub">
Normative standards for AI–human epistemic transparency.
</div>
<nav class="topnav">
<a href="index.html">Home</a>
<a href="hierarchy.html">Aurora Hierarchy</a>
<a href="doctrine.html">Neurotransparency Doctrine</a>
<a class="active-link" href="nts.html">Neurotransparency Specification</a>
<a href="ari.html">ARI</a>
<a href="awo.html">AWO</a>
<a href="cri-core.html">CRI-CORE</a>
<a href="tools.html">Tools</a>
<a href="case-studies.html">Case Studies</a>
<a href="publications.html">Publications</a>
<a href="updates.html">Updates</a>
</nav>
</header>
<!-- ===== HERO ===== -->
<section class="hero">
<span class="kicker">Layer 0 — Specification</span>
<h1>Neurotransparency Specification (NTS)</h1>
<p class="muted">
NTS defines the formal, normative disclosure and compliance requirements that determine
whether AI-influenced scientific artifacts meet minimum standards of epistemic legitimacy
under Aurora governance.
</p>
</section>
<!-- ===== WHAT IS NTS ===== -->
<section>
<h2>What is the Neurotransparency Specification?</h2>
<p>
The <strong>Neurotransparency Specification (NTS)</strong> defines the mandatory
<em>disclosure, attribution, provenance, and reconstruction requirements</em>
governing AI–human cognition in scientific workflows.
</p>
<p class="muted">
Where the <strong>Neurotransparency Doctrine</strong> establishes <em>why</em> cognitive
traceability is necessary, NTS specifies <em>what must be disclosed</em> for a scientific
artifact to be considered epistemically legitimate.
</p>
</section>
<!-- ===== POSITION IN STACK ===== -->
<section>
<h2>Position in the Aurora Stack</h2>
<div class="card">
<ul class="muted">
<li><strong>Neurotransparency Doctrine (NTD)</strong> — epistemic rationale (why)</li>
<li><strong>Neurotransparency Specification (NTS)</strong> — normative disclosure rules (what)</li>
<li><strong>Aurora Research Initiative (ARI)</strong> — institutional authority</li>
<li><strong>Aurora Workflow Orchestration (AWO)</strong> — methodological execution</li>
<li><strong>CRI-CORE</strong> — mechanical enforcement</li>
</ul>
</div>
</section>
<!-- ===== COMPLIANCE BOUNDARY ===== -->
<section>
<h2>What NTS Does — and Does Not — Do</h2>
<p class="muted">
NTS governs epistemic legitimacy, not correctness, scientific merit, or outcome validity.
</p>
<ul class="muted">
<li>Defines minimum disclosure obligations for AI influence</li>
<li>Preserves human epistemic authority by construction</li>
<li>Enables audit and reconstruction without exposing internal cognition</li>
<li>Does <strong>not</strong> prescribe workflows, tools, or enforcement mechanisms</li>
</ul>
</section>
<!-- ===== REFERENCES ===== -->
<section>
<h2>Canonical Resources</h2>
<ul class="muted">
<li>
<strong>Specification Repository:</strong>
<a href="https://github.com/Waveframe-Labs/Neurotransparency-Specification" target="_blank">
GitHub · Neurotransparency Specification
</a>
</li>
<li>
<strong>Concept DOI:</strong>
<a href="https://doi.org/10.5281/zenodo.17809676" target="_blank">
10.5281/zenodo.17809676
</a>
</li>
<li>
<strong>Version DOI (v2.0.0):</strong>
<a href="https://doi.org/10.5281/zenodo.17982172" target="_blank">
10.5281/zenodo.17982172
</a>
</li>
</ul>
</section>
<!-- ===== FOOTER ===== -->
<footer>
<span>Text & specification: CC BY 4.0</span>
<span>· © 2025 Waveframe Labs</span>
<span>· Governed under the <a href="ari.html">Aurora Research Initiative (ARI)</a></span>
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