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<a href="/about/values.html" class="text-gray-900 font-medium">Values</a>
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<h1 class="text-5xl font-bold text-gray-900 mb-6">
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Values & Principles
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<p class="text-xl text-gray-600 max-w-3xl mx-auto">
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The foundational values that guide the Tractatus Framework's development, governance, and community.
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<h2 class="text-lg font-bold text-gray-900 mb-4">Contents</h2>
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<nav class="space-y-2">
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<a href="#core-values" class="block text-blue-600 hover:text-blue-700">Core Values</a>
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<a href="#sovereignty" class="block text-blue-600 hover:text-blue-700 pl-4">• Sovereignty</a>
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<a href="#transparency" class="block text-blue-600 hover:text-blue-700 pl-4">• Transparency</a>
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<a href="#harmlessness" class="block text-blue-600 hover:text-blue-700 pl-4">• Harmlessness</a>
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<a href="#community" class="block text-blue-600 hover:text-blue-700 pl-4">• Community</a>
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<a href="#te-tiriti" class="block text-blue-600 hover:text-blue-700">Te Tiriti o Waitangi & Digital Sovereignty</a>
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<a href="#indigenous-data-sovereignty" class="block text-blue-600 hover:text-blue-700">Indigenous Data Sovereignty</a>
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<a href="#governance" class="block text-blue-600 hover:text-blue-700">Governance & Accountability</a>
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<!-- Main Content -->
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<div class="max-w-4xl mx-auto px-4 sm:px-6 lg:px-8 py-8">
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<!-- Core Values -->
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<section id="core-values" class="mb-16">
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<h2 class="text-3xl font-bold text-gray-900 mb-6">Core Values</h2>
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<div class="prose prose-lg text-gray-600 mb-8">
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<p>
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These four values form the foundation of the Tractatus Framework. They are not aspirational—they are architectural. The framework is designed to enforce these values through structure, not training.
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</p>
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</div>
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<!-- Sovereignty -->
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<div id="sovereignty" class="mb-12 bg-white rounded-lg shadow-md p-8 border-l-4 border-green-600">
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<h3 class="text-2xl font-bold text-gray-900 mb-4">1. Sovereignty</h3>
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<p class="text-gray-600 mb-4">
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<strong>Principle:</strong> Individuals and communities must maintain control over decisions affecting their data, privacy, values, and agency. AI systems must preserve human sovereignty, not erode it.
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</p>
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<h4 class="text-lg font-semibold text-gray-900 mb-2">What This Means in Practice:</h4>
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<ul class="list-disc list-inside text-gray-600 space-y-2 mb-4">
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<li>AI cannot make values trade-offs (e.g., privacy vs. convenience) without human approval</li>
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<li>Users can always override AI decisions</li>
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<li>No "dark patterns" or manipulative design that undermines agency</li>
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<li>Communities control their own data and AI systems</li>
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<li>No paternalistic "AI knows best" approaches</li>
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</ul>
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<h4 class="text-lg font-semibold text-gray-900 mb-2">Framework Implementation:</h4>
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<ul class="list-disc list-inside text-gray-600 space-y-2">
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<li><strong>BoundaryEnforcer</strong> blocks values decisions requiring human judgment</li>
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<li><strong>InstructionPersistenceClassifier</strong> respects STRATEGIC and HIGH persistence instructions</li>
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<li>All decisions are reversible and auditable</li>
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</ul>
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</div>
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<!-- Transparency -->
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<div id="transparency" class="mb-12 bg-white rounded-lg shadow-md p-8 border-l-4 border-blue-600">
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<h3 class="text-2xl font-bold text-gray-900 mb-4">2. Transparency</h3>
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<p class="text-gray-600 mb-4">
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<strong>Principle:</strong> All AI decisions must be explainable, auditable, and reversible. No black boxes. Users deserve to understand how and why systems make choices.
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</p>
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<h4 class="text-lg font-semibold text-gray-900 mb-2">What This Means in Practice:</h4>
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<ul class="list-disc list-inside text-gray-600 space-y-2 mb-4">
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<li>Every AI decision includes reasoning and evidence</li>
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<li>Users can inspect instruction history and classification</li>
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<li>All boundary checks and validations are logged</li>
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<li>No hidden optimization goals or secret constraints</li>
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<li>Source code is open and auditable</li>
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</ul>
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<h4 class="text-lg font-semibold text-gray-900 mb-2">Framework Implementation:</h4>
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<ul class="list-disc list-inside text-gray-600 space-y-2">
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<li><strong>CrossReferenceValidator</strong> shows which instruction conflicts with proposed action</li>
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<li><strong>MetacognitiveVerifier</strong> provides reasoning analysis and confidence scores</li>
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<li>All framework decisions include explanatory output</li>
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</ul>
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</div>
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<!-- Harmlessness -->
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<div id="harmlessness" class="mb-12 bg-white rounded-lg shadow-md p-8 border-l-4 border-purple-600">
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<h3 class="text-2xl font-bold text-gray-900 mb-4">3. Harmlessness</h3>
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<p class="text-gray-600 mb-4">
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<strong>Principle:</strong> AI systems must not cause harm through action or inaction. This includes preventing drift, detecting degradation, and enforcing boundaries against values erosion.
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</p>
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<h4 class="text-lg font-semibold text-gray-900 mb-2">What This Means in Practice:</h4>
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<ul class="list-disc list-inside text-gray-600 space-y-2 mb-4">
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<li>Prevent parameter contradictions (e.g., 27027 incident)</li>
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<li>Detect and halt values drift before deployment</li>
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<li>Monitor context pressure to catch silent degradation</li>
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<li>No irreversible actions without explicit human approval</li>
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<li>Fail safely: when uncertain, ask rather than assume</li>
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</ul>
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<h4 class="text-lg font-semibold text-gray-900 mb-2">Framework Implementation:</h4>
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<ul class="list-disc list-inside text-gray-600 space-y-2">
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<li><strong>ContextPressureMonitor</strong> detects when error probability increases</li>
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<li><strong>BoundaryEnforcer</strong> prevents values drift</li>
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<li><strong>CrossReferenceValidator</strong> catches contradictions before execution</li>
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</ul>
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</div>
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<!-- Community -->
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<div id="community" class="mb-12 bg-white rounded-lg shadow-md p-8 border-l-4 border-orange-600">
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<h3 class="text-2xl font-bold text-gray-900 mb-4">4. Community</h3>
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<p class="text-gray-600 mb-4">
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<strong>Principle:</strong> AI safety is a collective endeavor, not a corporate product. Communities must have tools, knowledge, and agency to shape AI systems affecting their lives.
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</p>
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<h4 class="text-lg font-semibold text-gray-900 mb-2">What This Means in Practice:</h4>
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<ul class="list-disc list-inside text-gray-600 space-y-2 mb-4">
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<li>Open source framework under permissive Apache License 2.0 (with patent protection)</li>
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<li>Accessible documentation and educational resources</li>
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<li>Support for academic research and validation studies</li>
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<li>Community contributions to case studies and improvements</li>
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<li>No paywalls, no vendor lock-in, no proprietary control</li>
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</ul>
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<h4 class="text-lg font-semibold text-gray-900 mb-2">Framework Implementation:</h4>
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<ul class="list-disc list-inside text-gray-600 space-y-2">
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<li>All code publicly available on GitHub</li>
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<li>Interactive demos for education and advocacy</li>
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<li>Three audience paths: researchers, implementers, advocates</li>
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</ul>
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</div>
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</section>
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<!-- Te Tiriti o Waitangi -->
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<section id="te-tiriti" class="mb-16">
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<h2 class="text-3xl font-bold text-gray-900 mb-6">Te Tiriti o Waitangi & Digital Sovereignty</h2>
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<div class="bg-blue-50 border-l-4 border-blue-600 p-6 rounded-r-lg mb-8">
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<p class="text-blue-900 mb-4">
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<strong>Context:</strong> The Tractatus Framework is developed in Aotearoa New Zealand. We acknowledge Te Tiriti o Waitangi (the Treaty of Waitangi, 1840) as the founding document of this nation, and recognize the ongoing significance of tino rangatiratanga (self-determination) and kaitiakitanga (guardianship) in the digital realm.
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</p>
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<p class="text-blue-900">
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This acknowledgment is not performative. Digital sovereignty—the principle that communities control their own data and technology—has deep roots in indigenous frameworks that predate Western tech by centuries.
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</p>
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</div>
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<h3 class="text-xl font-bold text-gray-900 mb-4">Why This Matters for AI Safety</h3>
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<div class="prose prose-lg text-gray-600 mb-6">
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<p>
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Te Tiriti o Waitangi establishes principles of partnership, protection, and participation. These principles directly inform the Tractatus Framework's approach to digital sovereignty:
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</p>
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<ul class="list-disc list-inside space-y-2">
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<li><strong>Rangatiratanga (sovereignty):</strong> Communities must control decisions affecting their data and values</li>
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<li><strong>Kaitiakitanga (guardianship):</strong> AI systems must be stewards, not exploiters, of data and knowledge</li>
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<li><strong>Mana (authority & dignity):</strong> Technology must respect human dignity and cultural context</li>
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<li><strong>Whanaungatanga (relationships):</strong> AI safety is collective, not individual—relationships matter</li>
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</ul>
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</div>
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<h3 class="text-xl font-bold text-gray-900 mb-4">Our Approach</h3>
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<div class="prose prose-lg text-gray-600 mb-6">
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<p>
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We do not claim to speak for Māori or indigenous communities. Instead, we:
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</p>
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<ul class="list-disc list-inside space-y-2">
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<li><strong>Follow established frameworks:</strong> We align with <em>Te Mana Raraunga</em> (Māori Data Sovereignty Network) and CARE Principles for Indigenous Data Governance</li>
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<li><strong>Respect without tokenism:</strong> Te Tiriti forms part of our strategic foundation, not a superficial overlay</li>
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<li><strong>Avoid premature engagement:</strong> We will not approach Māori organizations for endorsement until we have demonstrated value and impact</li>
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<li><strong>Document and learn:</strong> We study indigenous data sovereignty principles and incorporate them architecturally</li>
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</ul>
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</div>
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<div class="bg-gray-100 rounded-lg p-6">
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<h4 class="text-lg font-semibold text-gray-900 mb-3">Te Tiriti Principles in Practice</h4>
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<div class="space-y-4 text-sm text-gray-700">
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<div class="flex items-start">
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<div class="w-8 h-8 bg-green-100 rounded-full flex items-center justify-center mr-3 flex-shrink-0 mt-1">
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<span class="text-green-700 font-bold">✓</span>
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</div>
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<div>
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<strong>Partnership:</strong> AI systems should be developed in partnership with affected communities, not imposed upon them.
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</div>
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</div>
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<div class="flex items-start">
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<div class="w-8 h-8 bg-green-100 rounded-full flex items-center justify-center mr-3 flex-shrink-0 mt-1">
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<span class="text-green-700 font-bold">✓</span>
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</div>
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<div>
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<strong>Protection:</strong> The framework protects against values erosion, ensuring cultural contexts are not overridden by AI assumptions.
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</div>
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</div>
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<div class="flex items-start">
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<div class="w-8 h-8 bg-green-100 rounded-full flex items-center justify-center mr-3 flex-shrink-0 mt-1">
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<span class="text-green-700 font-bold">✓</span>
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</div>
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<div>
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<strong>Participation:</strong> Communities maintain agency over AI decisions affecting their data and values.
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</div>
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</div>
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</div>
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</div>
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</section>
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<!-- Indigenous Data Sovereignty -->
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<section id="indigenous-data-sovereignty" class="mb-16">
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<h2 class="text-3xl font-bold text-gray-900 mb-6">Indigenous Data Sovereignty</h2>
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<div class="prose prose-lg text-gray-600 mb-6">
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<p>
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Indigenous data sovereignty is the principle that indigenous peoples have the right to control the collection, ownership, and application of their own data. This goes beyond privacy—it's about self-determination in the digital age.
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</p>
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</div>
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<h3 class="text-xl font-bold text-gray-900 mb-4">CARE Principles for Indigenous Data Governance</h3>
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<p class="text-gray-600 mb-4">
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The Tractatus Framework aligns with the <a href="https://www.gida-global.org/care" class="text-blue-600 hover:text-blue-700 underline" target="_blank" rel="noopener">CARE Principles</a>, developed by indigenous data governance experts:
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</p>
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<div class="grid grid-cols-1 md:grid-cols-2 gap-6 mb-8">
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<div class="bg-white rounded-lg shadow-sm p-6 border-l-4 border-teal-500">
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<h4 class="text-lg font-bold text-gray-900 mb-2">Collective Benefit</h4>
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<p class="text-sm text-gray-600">
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Data ecosystems shall be designed and function in ways that enable Indigenous Peoples to derive benefit from the data.
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</p>
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</div>
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<div class="bg-white rounded-lg shadow-sm p-6 border-l-4 border-blue-500">
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<h4 class="text-lg font-bold text-gray-900 mb-2">Authority to Control</h4>
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<p class="text-sm text-gray-600">
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Indigenous Peoples' rights and interests in Indigenous data must be recognized and their authority to control such data be empowered.
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</p>
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</div>
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<div class="bg-white rounded-lg shadow-sm p-6 border-l-4 border-purple-500">
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<h4 class="text-lg font-bold text-gray-900 mb-2">Responsibility</h4>
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<p class="text-sm text-gray-600">
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Those working with Indigenous data have a responsibility to share how data are used to support Indigenous Peoples' self-determination and collective benefit.
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</p>
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</div>
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<div class="bg-white rounded-lg shadow-sm p-6 border-l-4 border-green-500">
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<h4 class="text-lg font-bold text-gray-900 mb-2">Ethics</h4>
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<p class="text-sm text-gray-600">
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Indigenous Peoples' rights and wellbeing should be the primary concern at all stages of the data life cycle and across the data ecosystem.
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</p>
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</div>
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</div>
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<h3 class="text-xl font-bold text-gray-900 mb-4">Resources & Further Reading</h3>
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<div class="bg-gray-50 rounded-lg p-6">
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<ul class="space-y-3">
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<li>
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<a href="https://www.temanararaunga.maori.nz/" class="text-blue-600 hover:text-blue-700 font-medium" target="_blank" rel="noopener">
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Te Mana Raraunga – Māori Data Sovereignty Network →
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</a>
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<p class="text-sm text-gray-600 mt-1">Leading network advancing Māori data sovereignty in Aotearoa.</p>
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</li>
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<li>
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<a href="https://www.gida-global.org/care" class="text-blue-600 hover:text-blue-700 font-medium" target="_blank" rel="noopener">
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CARE Principles for Indigenous Data Governance →
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</a>
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<p class="text-sm text-gray-600 mt-1">International framework for indigenous data rights.</p>
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</li>
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<li>
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<a href="https://www.indigenous-data.com/" class="text-blue-600 hover:text-blue-700 font-medium" target="_blank" rel="noopener">
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Research Data Alliance - Indigenous Data Interest Group →
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</a>
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<p class="text-sm text-gray-600 mt-1">Global collaboration on indigenous data sovereignty.</p>
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</li>
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</ul>
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</div>
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</section>
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<!-- Governance & Accountability -->
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<section id="governance" class="mb-16">
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<h2 class="text-3xl font-bold text-gray-900 mb-6">Governance & Accountability</h2>
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<div class="prose prose-lg text-gray-600 mb-6">
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<p>
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Values without enforcement are aspirations. The Tractatus Framework implements these values through architectural governance:
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</p>
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</div>
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<div class="space-y-6">
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<div class="bg-white rounded-lg shadow-sm p-6">
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<h3 class="text-lg font-bold text-gray-900 mb-3">Strategic Review Protocol</h3>
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<p class="text-gray-600">
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Quarterly reviews of framework alignment with stated values. Any drift from sovereignty, transparency, harmlessness, or community principles triggers mandatory correction.
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</p>
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</div>
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<div class="bg-white rounded-lg shadow-sm p-6">
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<h3 class="text-lg font-bold text-gray-900 mb-3">Values Alignment Framework</h3>
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<p class="text-gray-600">
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All major decisions (architectural changes, partnerships, licensing) must pass values alignment check. If a decision would compromise any core value, it is rejected.
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</p>
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</div>
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<div class="bg-white rounded-lg shadow-sm p-6">
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<h3 class="text-lg font-bold text-gray-900 mb-3">Human Oversight Requirements</h3>
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<p class="text-gray-600">
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AI-generated content (documentation, code examples, case studies) requires human approval before publication. No AI makes values decisions without human judgment.
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</p>
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</div>
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<div class="bg-white rounded-lg shadow-sm p-6">
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<h3 class="text-lg font-bold text-gray-900 mb-3">Community Accountability</h3>
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<p class="text-gray-600">
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Open source development means community oversight. If we fail to uphold these values, the community can fork, modify, or create alternatives. This is by design.
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</p>
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</div>
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</div>
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</section>
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<!-- Commitment Statement -->
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<section class="mb-16">
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<div class="bg-gradient-to-r from-purple-600 to-blue-600 rounded-2xl p-12 text-white">
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||
<h2 class="text-3xl font-bold mb-4">Our Commitment</h2>
|
||
<div class="prose prose-lg text-white opacity-95">
|
||
<p class="mb-4">
|
||
These values are not negotiable. They form the architectural foundation of the Tractatus Framework. We commit to:
|
||
</p>
|
||
<ul class="space-y-2 mb-6">
|
||
<li>Preserving human sovereignty over values decisions</li>
|
||
<li>Maintaining radical transparency in all framework operations</li>
|
||
<li>Preventing harm through structural constraints, not promises</li>
|
||
<li>Building and empowering community, not extracting from it</li>
|
||
<li>Respecting Te Tiriti o Waitangi and indigenous data sovereignty</li>
|
||
</ul>
|
||
<p class="font-semibold">
|
||
When in doubt, we choose human agency over AI capability. Always.
|
||
</p>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
</div>
|
||
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||
<!-- Footer with Te Tiriti Acknowledgment -->
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<footer class="bg-gray-900 text-gray-400 py-12">
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||
<div>
|
||
<h3 class="text-white font-bold mb-4">Tractatus Framework</h3>
|
||
<p class="text-sm">
|
||
Preserving human agency through architectural constraints, not aspirational goals.
|
||
</p>
|
||
</div>
|
||
<div>
|
||
<h3 class="text-white font-bold mb-4">Audience Paths</h3>
|
||
<ul class="space-y-2 text-sm">
|
||
<li><a href="/researcher.html" class="hover:text-white transition">Researchers</a></li>
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<li><a href="/implementer.html" class="hover:text-white transition">Implementers</a></li>
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<li><a href="/advocate.html" class="hover:text-white transition">Advocates</a></li>
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<div>
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||
<h3 class="text-white font-bold mb-4">Resources</h3>
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||
<ul class="space-y-2 text-sm">
|
||
<li><a href="/docs.html" class="hover:text-white transition">Documentation</a></li>
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||
<li><a href="/demos/classification-demo.html" class="hover:text-white transition">Interactive Demos</a></li>
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||
<li><a href="/about.html" class="hover:text-white transition">About</a></li>
|
||
<li><a href="/about/values.html" class="hover:text-white transition">Values</a></li>
|
||
</ul>
|
||
</div>
|
||
<div>
|
||
<h3 class="text-white font-bold mb-4">Te Tiriti o Waitangi</h3>
|
||
<p class="text-sm">
|
||
This framework is developed in Aotearoa New Zealand. We acknowledge <a href="/about/values.html#te-tiriti" class="text-blue-400 hover:text-blue-300 transition">Te Tiriti o Waitangi</a> and indigenous data sovereignty principles.
|
||
</p>
|
||
</div>
|
||
</div>
|
||
<div class="mt-8 pt-8 border-t border-gray-800 text-center text-sm">
|
||
<p>© 2025 Tractatus Framework. Licensed under <a href="/LICENSE" class="text-blue-400 hover:text-blue-300 transition">Apache License 2.0</a>.</p>
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