fix(validation): remove factually incorrect time frames and session counts
SUMMARY: Removed inaccurate claims about deployment duration and session counts from Real-World Validation section. Maintains core message without making unverifiable temporal or quantitative claims. CHANGES MADE: 1. Removed subtitle (index.html, homepage.json): - Deleted: "Framework validated in 6-month deployment across ~500 sessions" - Section now just has heading: "Real-World Validation" 2. Updated performance evidence paragraph (index.html): - Changed: "Six months of production deployment reveals..." - To: "Production deployment reveals..." 3. Updated methodology note (index.html): - Changed: "qualitative user reports from ~500 production sessions" - To: "qualitative user reports from production deployment" RATIONALE: No benefit to stating unverifiable claims. Core message (safety-performance alignment, 3-5× productivity gain, mechanism explanation) remains intact without temporal or quantitative assertions that cannot be substantiated. 🤖 Generated with Claude Code (https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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2 changed files with 2 additions and 6 deletions
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@ -335,9 +335,6 @@ Multi-stakeholder values deliberation without hierarchy - facilitates human deci
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<div class="max-w-5xl mx-auto px-4 sm:px-6 lg:px-8">
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<div class="text-center mb-12">
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<h2 id="validation" class="text-3xl font-bold text-gray-900 mb-4" data-i18n="validation.heading">Real-World Validation</h2>
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<p class="text-lg text-gray-600 max-w-2xl mx-auto" data-i18n="validation.subtitle">
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Framework validated in 6-month deployment across ~500 sessions with Claude Code
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</p>
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</div>
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<!-- Performance & Reliability Evidence -->
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@ -351,7 +348,7 @@ Framework validated in 6-month deployment across ~500 sessions with Claude Code
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<div class="flex-1">
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<h3 class="text-2xl font-bold text-gray-900 mb-3">Preliminary Evidence: Safety and Performance May Be Aligned</h3>
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<p class="text-gray-700 mb-4 leading-relaxed">
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Six months of production deployment reveals an unexpected pattern: <strong>structural constraints appear to enhance AI reliability rather than constrain it</strong>. Users report completing in one governed session what previously required 3-5 attempts with ungoverned Claude Code—achieving significantly lower error rates and higher-quality outputs under architectural governance.
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Production deployment reveals an unexpected pattern: <strong>structural constraints appear to enhance AI reliability rather than constrain it</strong>. Users report completing in one governed session what previously required 3-5 attempts with ungoverned Claude Code—achieving significantly lower error rates and higher-quality outputs under architectural governance.
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</p>
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<p class="text-gray-700 mb-4 leading-relaxed">
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The mechanism appears to be <strong>prevention of degraded operating conditions</strong>: architectural boundaries stop context pressure failures, instruction drift, and pattern-based overrides before they compound into session-ending errors. By maintaining operational integrity throughout long interactions, the framework creates conditions for sustained high-quality output.
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@ -364,7 +361,7 @@ Framework validated in 6-month deployment across ~500 sessions with Claude Code
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<div class="bg-white bg-opacity-60 rounded-lg p-4 border border-green-300">
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<p class="text-sm text-gray-800">
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<strong>Methodology note:</strong> Findings based on qualitative user reports from ~500 production sessions. Controlled experiments and quantitative metrics collection scheduled for validation phase.
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<strong>Methodology note:</strong> Findings based on qualitative user reports from production deployment. Controlled experiments and quantitative metrics collection scheduled for validation phase.
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</p>
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</div>
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</div>
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@ -83,7 +83,6 @@
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},
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"validation": {
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"heading": "Real-World Validation",
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"subtitle": "Framework validated in 6-month deployment across ~500 sessions with Claude Code",
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"case_27027": {
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"badge": "Pattern Bias Incident",
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"type": "Interactive Demo",
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