From a80f09ec30633538c51f7bd3da02bd85e8b0f0ea Mon Sep 17 00:00:00 2001
From: TheFlow <theflow@sydigital.com>
Date: Sun, 19 Oct 2025 21:46:41 +1300
Subject: [PATCH] fix(validation): remove factually incorrect time frames and
 session counts
MIME-Version: 1.0
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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>
---
 public/index.html               | 7 ++-----
 public/locales/en/homepage.json | 1 -
 2 files changed, 2 insertions(+), 6 deletions(-)

diff --git a/public/index.html b/public/index.html
index 6803d6a8..bb2ec897 100644
--- a/public/index.html
+++ b/public/index.html
@@ -335,9 +335,6 @@ Multi-stakeholder values deliberation without hierarchy - facilitates human deci
     <div class="max-w-5xl mx-auto px-4 sm:px-6 lg:px-8">
       <div class="text-center mb-12">
         <h2 id="validation" class="text-3xl font-bold text-gray-900 mb-4" data-i18n="validation.heading">Real-World Validation</h2>
-        <p class="text-lg text-gray-600 max-w-2xl mx-auto" data-i18n="validation.subtitle">
-Framework validated in 6-month deployment across ~500 sessions with Claude Code
-        </p>
       </div>
 
       <!-- Performance & Reliability Evidence -->
@@ -351,7 +348,7 @@ Framework validated in 6-month deployment across ~500 sessions with Claude Code
           <div class="flex-1">
             <h3 class="text-2xl font-bold text-gray-900 mb-3">Preliminary Evidence: Safety and Performance May Be Aligned</h3>
             <p class="text-gray-700 mb-4 leading-relaxed">
-              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.
+              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.
             </p>
             <p class="text-gray-700 mb-4 leading-relaxed">
               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.
@@ -364,7 +361,7 @@ Framework validated in 6-month deployment across ~500 sessions with Claude Code
 
         <div class="bg-white bg-opacity-60 rounded-lg p-4 border border-green-300">
           <p class="text-sm text-gray-800">
-            <strong>Methodology note:</strong> Findings based on qualitative user reports from ~500 production sessions. Controlled experiments and quantitative metrics collection scheduled for validation phase.
+            <strong>Methodology note:</strong> Findings based on qualitative user reports from production deployment. Controlled experiments and quantitative metrics collection scheduled for validation phase.
           </p>
         </div>
       </div>
diff --git a/public/locales/en/homepage.json b/public/locales/en/homepage.json
index 688bd9e0..68d25271 100644
--- a/public/locales/en/homepage.json
+++ b/public/locales/en/homepage.json
@@ -83,7 +83,6 @@
   },
   "validation": {
     "heading": "Real-World Validation",
-    "subtitle": "Framework validated in 6-month deployment across ~500 sessions with Claude Code",
     "case_27027": {
       "badge": "Pattern Bias Incident",
       "type": "Interactive Demo",