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<h1 class="text-xl md:text-2xl lg:text-3xl tracking-widest glitch" data-text="CCR FRAMEWORK ANALYSIS">CCR FRAMEWORK ANALYSIS</h1> | |
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<a href="#overview" class="text-sm md:text-base hover:text-gray-300 transition-colors">OVERVIEW</a> | |
<a href="#framework" class="text-sm md:text-base hover:text-gray-300 transition-colors">FRAMEWORK</a> | |
<a href="#analysis" class="text-sm md:text-base hover:text-gray-300 transition-colors">ANALYSIS</a> | |
<a href="#recommendations" class="text-sm md:text-base hover:text-gray-300 transition-colors">RECOMMENDATIONS</a> | |
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<h2 class="text-3xl md:text-5xl lg:text-6xl mb-6 tracking-wider">CRITICAL ANALYSIS OF THE <span class="text-transparent bg-clip-text bg-gradient-to-r from-white to-gray-400">CREATOR-CENTRIC RESOLUTION</span></h2> | |
<p class="text-lg md:text-xl lg:text-2xl mb-8 leading-relaxed">A comprehensive evaluation of the proposed framework for addressing AI-related intellectual property disputes in the digital age.</p> | |
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<div class="px-4 py-2 border border-white hover:bg-white hover:text-black transition-colors cursor-pointer">DOWNLOAD FULL REPORT</div> | |
<div class="px-4 py-2 border border-white bg-white text-black hover:bg-black hover:text-white transition-colors cursor-pointer">EXECUTIVE SUMMARY</div> | |
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<h3 class="text-xl md:text-2xl mb-4">IDENTITY APPROPRIATION</h3> | |
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<p class="text-sm md:text-base">The systemic harm of AI models abstracting and regenerating a creator's unique stylistic essence.</p> | |
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<h3 class="text-xl md:text-2xl mb-4">CULTURAL SECURITY</h3> | |
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<p class="text-sm md:text-base">The national security implications of unregulated AI systems manipulating cultural production.</p> | |
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<h3 class="text-xl md:text-2xl mb-4">PROVENANCE PARADOX</h3> | |
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<p class="text-sm md:text-base">The legal contradiction where AI transformation is fair use but training data acquisition may be infringing.</p> | |
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<h2 class="text-2xl md:text-4xl lg:text-5xl mb-12 tracking-wider">OVERVIEW<span class="terminal-cursor"></span></h2> | |
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<h3 class="text-xl md:text-2xl mb-6">THE CORE CONFLICT</h3> | |
<p class="mb-6 text-sm md:text-base leading-relaxed">The Creator-Centric Resolution (CCR) Framework proposal correctly identifies that the central challenge is not merely an extension of traditional copyright infringement but a novel form of harm: the systemic appropriation of creative identity. This analysis validates the proposal's foundational premise, arguing that its conceptual strength lies in accurately diagnosing the core conflict as a matter of "identity appropriation" and "cultural security."</p> | |
<p class="mb-6 text-sm md:text-base leading-relaxed">This framing is strongly supported by an evolving legal and policy landscape that increasingly recognizes the inadequacy of current intellectual property law to protect the essential elements of human creativity in the digital age.</p> | |
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<h4 class="text-lg md:text-xl mb-4">KEY FINDING</h4> | |
<p class="text-sm md:text-base italic">"The harm is not the theft of a single product but the usurpation of the creator's entire persona and their unique position within the creative marketplace."</p> | |
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<h3 class="text-xl md:text-2xl mb-6">LEGAL LANDSCAPE</h3> | |
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<h4 class="text-lg md:text-xl mb-2">U.S. Copyright Office Report (2024)</h4> | |
<p class="text-sm md:text-base">Concluded that existing laws are insufficient to address harms caused by AI-generated content that realistically but falsely depicts an individual.</p> | |
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<h4 class="text-lg md:text-xl mb-2">Bartz v. Anthropic (2025)</h4> | |
<p class="text-sm md:text-base">Created the "provenance paradox" where AI transformation is legal but training data acquisition may be infringing.</p> | |
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<h4 class="text-lg md:text-xl mb-2">American Bar Association</h4> | |
<p class="text-sm md:text-base">Called for federal legislation to address unauthorized use of digital replicas, validating CCR's approach.</p> | |
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<h3 class="text-xl md:text-2xl mb-6">CULTURAL SECURITY CRISIS</h3> | |
<p class="mb-6 text-sm md:text-base leading-relaxed">The CCR proposal's use of strong terminology, such as "cultural security crisis" and "information warfare," is not mere hyperbole but a deliberate and insightful framing of the issue's broader implications. This language connects the economic displacement of individual creators to larger geopolitical and national security considerations.</p> | |
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<h4 class="text-lg mb-2">INFORMATION SOVEREIGNTY</h4> | |
<p class="text-xs md:text-sm">A state's supreme authority to control its political, social, economic, and cultural systems.</p> | |
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<h4 class="text-lg mb-2">COGNITIVE WARFARE</h4> | |
<p class="text-xs md:text-sm">The manipulation of perception and decision-making through synthetic media and propaganda.</p> | |
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<h4 class="text-lg mb-2">SYSTEMIC RISK</h4> | |
<p class="text-xs md:text-sm">AI's potential to erode trust in institutions and exacerbate social divisions at scale.</p> | |
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<h2 class="text-2xl md:text-4xl lg:text-5xl mb-12 tracking-wider">FRAMEWORK ARCHITECTURE<span class="terminal-cursor"></span></h2> | |
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<h3 class="text-xl md:text-2xl mb-6">FIVE-TIERED PROCEDURAL STRUCTURE</h3> | |
<p class="mb-6 text-sm md:text-base leading-relaxed">The CCR Framework proposes an innovative and highly specialized five-tiered procedural architecture designed to adjudicate AI-related IP disputes with speed and expertise. This multi-tiered or "escalation" structure is a common feature in modern alternative dispute resolution (ADR), designed to filter disputes through less formal and costly stages before resorting to binding adjudication.</p> | |
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<div class="text-4xl font-bold mb-2">01</div> | |
<h4 class="text-lg mb-2">AI-ASSISTED TRIAGE</h4> | |
<p class="text-xs flex-grow">Initial claim assessment by agentic AI within 1-3 days.</p> | |
<div class="text-right text-xs">TIER 1</div> | |
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<h4 class="text-lg mb-2">STRENGTHS</h4> | |
<p class="text-xs mb-2">Rapid initial assessment</p> | |
<h4 class="text-lg mb-2 mt-2">WEAKNESSES</h4> | |
<p class="text-xs">AI reliability concerns, black box problem</p> | |
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<h4 class="text-lg mb-2">CREATOR-LED MEDIATION</h4> | |
<p class="text-xs flex-grow">Community-driven mediation within 7-14 days.</p> | |
<div class="text-right text-xs">TIER 2</div> | |
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<h4 class="text-lg mb-2">STRENGTHS</h4> | |
<p class="text-xs mb-2">Community empowerment</p> | |
<h4 class="text-lg mb-2 mt-2">WEAKNESSES</h4> | |
<p class="text-xs">Perceived lack of neutrality</p> | |
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<h4 class="text-lg mb-2">CULTURAL AUTHENTICITY TRIBUNAL</h4> | |
<p class="text-xs flex-grow">Expert panel adjudication within 30-60 days.</p> | |
<div class="text-right text-xs">TIER 3</div> | |
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<h4 class="text-lg mb-2">STRENGTHS</h4> | |
<p class="text-xs mb-2">Multidisciplinary expertise</p> | |
<h4 class="text-lg mb-2 mt-2">WEAKNESSES</h4> | |
<p class="text-xs">Reliance on unproven forensic evidence</p> | |
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<div class="text-4xl font-bold mb-2">04</div> | |
<h4 class="text-lg mb-2">COMPLEX CASE TRACK</h4> | |
<p class="text-xs flex-grow">Resource-intensive adjudication for novel cases (60-90 days).</p> | |
<div class="text-right text-xs">TIER 4</div> | |
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<h4 class="text-lg mb-2">STRENGTHS</h4> | |
<p class="text-xs mb-2">Handles precedent-setting cases</p> | |
<h4 class="text-lg mb-2 mt-2">WEAKNESSES</h4> | |
<p class="text-xs">Higher cost and longer timeline</p> | |
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<div class="text-4xl font-bold mb-2">05</div> | |
<h4 class="text-lg mb-2">STRATEGIC CULTURAL SOVEREIGNTY REVIEW</h4> | |
<p class="text-xs flex-grow">Systemic risk assessment and policy recommendations.</p> | |
<div class="text-right text-xs">TIER 5</div> | |
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<h4 class="text-lg mb-2">STRENGTHS</h4> | |
<p class="text-xs mb-2">Addresses macro-level implications</p> | |
<h4 class="text-lg mb-2 mt-2">WEAKNESSES</h4> | |
<p class="text-xs">Blurs adjudicative and advisory functions</p> | |
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<h3 class="text-xl md:text-2xl mb-6">TECHNICAL FOUNDATION</h3> | |
<p class="mb-6 text-sm md:text-base leading-relaxed">The CCR Framework is underpinned by a modern and ambitious technical architecture designed to be secure, scalable, and low-cost. The proposal correctly identifies a suite of powerful technologies—blockchain, serverless computing, and agentic AI—that are conceptually well-suited to its goals.</p> | |
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<h4 class="text-lg md:text-xl mb-4">TECHNOLOGY MATRIX</h4> | |
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<th class="text-left py-2 px-4">Component</th> | |
<th class="text-left py-2 px-4">Maturity</th> | |
<th class="text-left py-2 px-4">Risk</th> | |
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<td class="py-2 px-4">Agentic AI Engine</td> | |
<td class="py-2 px-4">Experimental</td> | |
<td class="py-2 px-4">Very High</td> | |
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<td class="py-2 px-4">Polygon Blockchain</td> | |
<td class="py-2 px-4">Mature</td> | |
<td class="py-2 px-4">High</td> | |
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<td class="py-2 px-4">IPFS Storage</td> | |
<td class="py-2 px-4">Niche</td> | |
<td class="py-2 px-4">High</td> | |
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<td class="py-2 px-4">Serverless Platform</td> | |
<td class="py-2 px-4">Mature</td> | |
<td class="py-2 px-4">Moderate</td> | |
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<td class="py-2 px-4">ZKP Privacy Layer</td> | |
<td class="py-2 px-4">Experimental</td> | |
<td class="py-2 px-4">Prohibitive</td> | |
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<h3 class="text-xl md:text-2xl mb-6">SYSTEMIC SAFEGUARDS</h3> | |
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<h4 class="text-lg md:text-xl mb-3">ECONOMIC BULKHEAD PROTOCOL</h4> | |
<p class="text-sm md:text-base mb-2">Designed to address market-level harm through collective remedies when economic disruption is correlated with AI adoption.</p> | |
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<p class="text-xs italic">"The central flaw is the immense evidentiary hurdle of establishing a legally defensible causal link between AI adoption and market disruption."</p> | |
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<h4 class="text-lg md:text-xl mb-3">LEGAL FUNNEL</h4> | |
<p class="text-sm md:text-base mb-2">Proposes automatic compilation of evidence dossiers for contingency-fee law firms to enforce rulings.</p> | |
<div class="bg-white bg-opacity-10 p-3"> | |
<p class="text-xs italic">"Based on a fundamental misunderstanding of the economic models that govern public interest legal work versus contingency-fee litigation."</p> | |
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</section> | |
<!-- Analysis Section --> | |
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<h2 class="text-2xl md:text-4xl lg:text-5xl mb-12 tracking-wider">CRITICAL ANALYSIS<span class="terminal-cursor"></span></h2> | |
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<h3 class="text-xl md:text-2xl mb-6">STRENGTHS</h3> | |
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<h4 class="text-lg md:text-xl mb-2">ACCURATE PROBLEM FRAMING</h4> | |
<p class="text-sm md:text-base">The framework's focus on "identity appropriation" and "cultural security" correctly identifies the nature of the harm and aligns with emerging legal consensus.</p> | |
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<h4 class="text-lg md:text-xl mb-2">CREATOR-CENTRIC GOVERNANCE</h4> | |
<p class="text-sm md:text-base">Placing creators at the heart of mediation and review processes ensures resolutions are informed by deep domain expertise.</p> | |
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<h4 class="text-lg md:text-xl mb-2">HOLISTIC DESIGN</h4> | |
<p class="text-sm md:text-base">Integrates technical evidence, ADR process, and systemic mechanisms into a comprehensive ecosystem rather than piecemeal solutions.</p> | |
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<h4 class="text-lg md:text-xl mb-4">FORENSIC TOOLS: CURRENT LIMITATIONS</h4> | |
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<h5 class="font-bold mb-1">SPECTRAL FINGERPRINTING</h5> | |
<p class="text-xs md:text-sm">Fragile reliability, easily defeated by post-processing operations like re-compression or resizing.</p> | |
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<h5 class="font-bold mb-1">CROSS-MODAL VERIFICATION</h5> | |
<p class="text-xs md:text-sm">Limited applicability to unimodal style appropriation disputes common in visual arts.</p> | |
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<h5 class="font-bold mb-1">LATENT SPACE ATTRIBUTION</h5> | |
<p class="text-xs md:text-sm">Highly speculative with no reliable mechanism to trace influence from training data to output.</p> | |
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</div> | |
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<h3 class="text-xl md:text-2xl mb-6">WEAKNESSES</h3> | |
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<h4 class="text-lg md:text-xl mb-2">TECHNOLOGICAL IMMATURITY</h4> | |
<p class="text-sm md:text-base">Core functions depend on experimental technologies (agentic AI, ZKPs, advanced forensics) not yet reliable for high-stakes legal applications.</p> | |
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<h4 class="text-lg md:text-xl mb-2">EVIDENTIARY FLAWS</h4> | |
<p class="text-sm md:text-base">Proposed forensic methods lack scientific validation for legal admissibility, creating vulnerability to challenges.</p> | |
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<h4 class="text-lg md:text-xl mb-2">ECONOMIC UNFEASIBILITY</h4> | |
<p class="text-sm md:text-base">Systemic safeguards rely on untenable premises about proving market causation and contingency-fee economics.</p> | |
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<h4 class="text-lg md:text-xl mb-4">MATURITY MISMATCH</h4> | |
<p class="text-sm md:text-base mb-4">The framework proposes building on a mature deployment platform (serverless) but tasks it with executing core functions that depend on highly experimental technologies:</p> | |
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<span class="text-xs">Mature Platform</span> | |
<span class="text-xs">→</span> | |
<span class="text-xs">Immature Functions</span> | |
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<span class="text-xs">Serverless</span> | |
<span class="text-xs">Agentic AI</span> | |
<span class="text-xs">ZKPs</span> | |
<span class="text-xs">Forensics</span> | |
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</section> | |
<!-- Recommendations Section --> | |
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<h2 class="text-2xl md:text-4xl lg:text-5xl mb-12 tracking-wider">RECOMMENDATIONS<span class="terminal-cursor"></span></h2> | |
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<h3 class="text-xl md:text-2xl mb-6">PHASED IMPLEMENTATION STRATEGY</h3> | |
<p class="mb-6 text-sm md:text-base leading-relaxed">To bridge the gap between the CCR's visionary concept and a workable reality, a phased implementation strategy is recommended. This approach prioritizes the establishment of a robust, human-centric core while treating the development of advanced technologies as a parallel research initiative.</p> | |
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<div class="text-4xl font-bold mb-4">01</div> | |
<h4 class="text-lg md:text-xl mb-3">HUMAN-CENTRIC ADR CORE</h4> | |
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Establish Creator-Led Mediation and Cultural Authenticity Tribunal | |
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Adopt established evidentiary standards initially | |
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Deploy mature technical platform for case management | |
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<div class="text-4xl font-bold mb-4">02</div> | |
<h4 class="text-lg md:text-xl mb-3">TECHNOLOGY INCUBATION</h4> | |
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Form research consortium with academic partners | |
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Develop and validate in sandbox environment | |
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Set clear benchmarks for integration | |
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<div class="text-4xl font-bold mb-4">03</div> | |
<h4 class="text-lg md:text-xl mb-3">SYSTEMIC SAFEGUARD REFRAMING</h4> | |
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<span class="block w-2 h-2 bg-white mt-1 mr-2 flex-shrink-0"></span> | |
Reframe Economic Bulkhead as collaborative initiative | |
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Create hybrid Legal Funnel combining contingency and pro bono models | |
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Align with industry codes of conduct | |
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<h3 class="text-xl md:text-2xl mb-6">SYNTHESIS</h3> | |
<p class="mb-6 text-sm md:text-base leading-relaxed">The Creator-Centric Resolution Framework represents a visionary and conceptually coherent response to the challenges posed by generative AI. Its principal strength is its accurate diagnosis of the core conflict, moving beyond the inadequate lens of traditional copyright to address the more fundamental issue of "identity appropriation."</p> | |
<p class="mb-6 text-sm md:text-base leading-relaxed">By proposing a holistic ecosystem that integrates technical registration, a specialized ADR procedure, and systemic safeguards, the framework provides a valuable blueprint for a new digital social contract. It is a direct and thoughtful operational response to the specific gaps and recommendations identified by crucial policymaking bodies like the U.S. Copyright Office.</p> | |
<p class="text-sm md:text-base leading-relaxed">However, this analysis concludes that the framework, in its current form, is undermined by a critical overestimation of current technological capabilities and an underestimation of real-world legal and economic barriers. Its reliance on experimental technologies as core components of its adjudicative and operational structure renders it vulnerable to legal challenges and practical failure.</p> | |
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<h3 class="text-xl md:text-2xl mb-6">PATH FORWARD</h3> | |
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<h4 class="text-lg md:text-xl mb-2">IMMEDIATE ACTION</h4> | |
<p class="text-sm md:text-base">Establish the human-powered dispute resolution mechanisms as the operational core, using established evidentiary standards.</p> | |
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<div> | |
<h4 class="text-lg md:text-xl mb-2">PARALLEL DEVELOPMENT</h4> | |
<p class="text-sm md:text-base">Pursue advanced technology components as research initiatives with clear benchmarks for integration.</p> | |
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<div> | |
<h4 class="text-lg md:text-xl mb-2">LONG-TERM VISION</h4> | |
<p class="text-sm md:text-base">Evolve from an ambitious blueprint into a durable institution capable of securing a new social contract for the AI era.</p> | |
</div> | |
</div> | |
</div> | |
</div> | |
</div> | |
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<h2 class="text-xl md:text-2xl tracking-widest mb-2">CCR FRAMEWORK ANALYSIS</h2> | |
<p class="text-xs md:text-sm opacity-70">A Critical Evaluation for the Digital Age</p> | |
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