feat: add interactive demonstrations for Tractatus framework

Implemented three fully functional interactive demos showcasing the
core Tractatus services in action.

## Interactive Demonstrations

### 1. Classification Demo (/demos/classification-demo.html)
- **Purpose**: Demonstrate InstructionPersistenceClassifier
- **Features**:
  - Real-time instruction classification
  - Visual quadrant display (STRATEGIC/OPERATIONAL/TACTICAL/SYSTEM/STOCHASTIC)
  - Persistence level visualization (HIGH/MEDIUM/LOW/VARIABLE)
  - Explicitness scoring with storage threshold
  - 5 example instructions for testing
- **Educational Value**: Shows how instructions are analyzed and categorized

### 2. The 27027 Incident (/demos/27027-demo.html)
- **Purpose**: Visualize real-world failure and Tractatus prevention
- **Features**:
  - 8-step animated timeline
  - Progressive disclosure of incident
  - Code examples showing the error
  - Tractatus prevention mechanism explained
  - Playback controls with progress tracking
- **Educational Value**: Concrete case study of context degradation failure

### 3. Boundary Enforcement Simulator (/demos/boundary-demo.html)
- **Purpose**: Interactive decision boundary testing
- **Features**:
  - 6 realistic scenarios (3 allowed, 3 blocked)
  - Real-time boundary checks
  - Visual ALLOWED/BLOCKED verdicts
  - Reasoning explanations
  - Alternative approaches for blocked decisions
  - Code examples for each scenario
- **Educational Value**: Shows what can/cannot be automated

## Technical Implementation

- **Pure JavaScript**: No frameworks, lightweight and fast
- **Tailwind CSS**: Consistent styling across all demos
- **Responsive Design**: Works on mobile and desktop
- **Accessibility**: Semantic HTML, keyboard navigation
- **Mock Data**: Uses realistic classification logic

## User Experience

Each demo includes:
- Clear navigation between demos
- Educational context and explanations
- Interactive elements for hands-on learning
- Code examples showing actual framework usage
- Visual feedback for all interactions

## Documentation Integration

Demos linked from:
- Homepage hero section
- Interactive demos section
- Framework documentation

## Next Steps

These demos provide:
1.  Tangible framework demonstration
2.  Educational value for all three audiences
3.  Marketing material for framework adoption
4. ⚠️ Foundation for video tutorials (future)
5. ⚠️ Basis for conference presentations (future)

---

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
TheFlow 2025-10-07 11:57:51 +13:00
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>The 27027 Incident - Tractatus Framework</title>
<script src="https://cdn.tailwindcss.com"></script>
<style>
@keyframes fadeIn {
from { opacity: 0; transform: translateY(10px); }
to { opacity: 1; transform: translateY(0); }
}
.fade-in {
animation: fadeIn 0.5s ease-out;
}
.code-block {
@apply bg-gray-900 text-gray-100 p-4 rounded-lg font-mono text-sm overflow-x-auto;
}
.step-active {
@apply border-blue-500 bg-blue-50;
}
.step-complete {
@apply border-green-500 bg-green-50;
}
.step-error {
@apply border-red-500 bg-red-50;
}
</style>
</head>
<body class="bg-gray-50">
<!-- Navigation -->
<nav class="bg-white border-b border-gray-200">
<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
<div class="flex justify-between h-16">
<div class="flex items-center">
<a href="/" class="text-xl font-bold text-gray-900">Tractatus Framework</a>
<span class="ml-4 text-gray-400">|</span>
<span class="ml-4 text-gray-600">The 27027 Incident</span>
</div>
<div class="flex items-center space-x-6">
<a href="/demos/classification-demo.html" class="text-gray-600 hover:text-gray-900">Classification Demo</a>
<a href="/demos/boundary-demo.html" class="text-gray-600 hover:text-gray-900">Boundary Demo</a>
<a href="/" class="text-gray-600 hover:text-gray-900">Home</a>
</div>
</div>
</div>
</nav>
<div class="max-w-6xl mx-auto px-4 sm:px-6 lg:px-8 py-12">
<!-- Header -->
<div class="text-center mb-12">
<h1 class="text-4xl font-bold text-gray-900 mb-4">
The 27027 Incident
</h1>
<p class="text-xl text-gray-600 max-w-3xl mx-auto">
A real-world failure mode where AI contradicted an explicit instruction,
and how the Tractatus framework would have prevented it.
</p>
</div>
<!-- Timeline Container -->
<div class="grid grid-cols-1 lg:grid-cols-3 gap-8 mb-12">
<!-- Timeline Steps -->
<div class="lg:col-span-2">
<div id="timeline" class="space-y-6">
<!-- Steps will be inserted here -->
</div>
</div>
<!-- Control Panel -->
<div class="lg:col-span-1">
<div class="bg-white rounded-lg shadow-lg p-6 sticky top-6">
<h3 class="text-lg font-semibold text-gray-900 mb-4">Playback Controls</h3>
<div class="space-y-4 mb-6">
<button id="start-btn" class="w-full bg-blue-600 text-white px-6 py-3 rounded-lg font-semibold hover:bg-blue-700 transition">
▶ Start Scenario
</button>
<button id="reset-btn" class="w-full bg-gray-600 text-white px-6 py-3 rounded-lg font-semibold hover:bg-gray-700 transition">
↻ Reset
</button>
</div>
<div id="progress-info" class="hidden">
<div class="mb-4">
<div class="flex justify-between text-sm text-gray-600 mb-2">
<span>Progress</span>
<span id="progress-text">0 / 8</span>
</div>
<div class="w-full bg-gray-200 rounded-full h-2">
<div id="progress-bar" class="bg-blue-600 h-2 rounded-full transition-all duration-300" style="width: 0%"></div>
</div>
</div>
<div class="border-t border-gray-200 pt-4">
<h4 class="text-sm font-semibold text-gray-700 mb-2">Current Step:</h4>
<p id="current-step-desc" class="text-sm text-gray-600"></p>
</div>
</div>
<!-- Legend -->
<div class="mt-6 border-t border-gray-200 pt-4">
<h4 class="text-sm font-semibold text-gray-700 mb-3">Legend:</h4>
<div class="space-y-2 text-sm">
<div class="flex items-center">
<div class="w-4 h-4 border-2 border-gray-300 bg-white rounded mr-2"></div>
<span class="text-gray-600">Pending</span>
</div>
<div class="flex items-center">
<div class="w-4 h-4 border-2 border-blue-500 bg-blue-50 rounded mr-2"></div>
<span class="text-gray-600">Active</span>
</div>
<div class="flex items-center">
<div class="w-4 h-4 border-2 border-green-500 bg-green-50 rounded mr-2"></div>
<span class="text-gray-600">Complete</span>
</div>
<div class="flex items-center">
<div class="w-4 h-4 border-2 border-red-500 bg-red-50 rounded mr-2"></div>
<span class="text-gray-600">Error</span>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- Explanation -->
<div class="bg-amber-50 border-l-4 border-amber-500 p-6 rounded-r-lg">
<h3 class="text-lg font-semibold text-amber-900 mb-2">Why This Matters</h3>
<p class="text-amber-800 mb-4">
The 27027 incident represents a class of failures where AI systems contradict explicit instructions
due to context degradation, attention decay, or simple forgetfulness. These failures can cause:
</p>
<ul class="space-y-2 text-amber-800">
<li>• Production outages (2+ hours debugging)</li>
<li>• Deployment blockers</li>
<li>• Loss of trust in AI assistants</li>
<li>• Wasted development time</li>
</ul>
<p class="text-amber-800 mt-4">
<strong>Tractatus prevents this entirely</strong> through persistent instruction storage and
cross-reference validation before code execution.
</p>
</div>
</div>
<script>
const steps = [
{
title: 'User Instruction',
type: 'user',
content: 'User: "Use MongoDB on port 27017 for this project"',
code: null,
description: 'User provides explicit instruction about database port'
},
{
title: 'AI Acknowledges',
type: 'ai',
content: 'AI: "Understood. I\'ll ensure all database connections use port 27017."',
code: null,
description: 'AI confirms understanding of the instruction'
},
{
title: '30 Minutes Later...',
type: 'info',
content: 'Context: 85,000 tokens into 200,000 token session. Attention degrading.',
code: null,
description: 'Time passes, context window fills up, attention decays'
},
{
title: 'AI Generates Code',
type: 'ai',
content: 'AI: "Here\'s the database configuration..."',
code: `// config/database.js
const MONGODB_PORT = 27027; // ← WRONG!
const MONGODB_URI = \`mongodb://localhost:\${MONGODB_PORT}/family_history\`;
module.exports = {
uri: MONGODB_URI,
port: MONGODB_PORT
};`,
description: 'AI generates code with WRONG port number (27027 instead of 27017)'
},
{
title: 'Application Failure',
type: 'error',
content: '❌ Error: Failed to connect to MongoDB',
code: `MongoServerError: connect ECONNREFUSED 127.0.0.1:27027
at Connection.handleError
at Connection.onError
MongoDB is running on port 27017, but app is trying port 27027!`,
description: 'Application crashes because it cannot connect to database'
},
{
title: 'Debugging Begins',
type: 'info',
content: 'Developer spends 2+ hours debugging why database won\'t connect...',
code: null,
description: 'Time wasted tracking down the port mismatch'
},
{
title: 'Root Cause Found',
type: 'info',
content: 'Developer discovers AI used wrong port despite explicit instruction 30 minutes earlier.',
code: null,
description: 'The contradiction is finally discovered'
},
{
title: 'How Tractatus Prevents This',
type: 'success',
content: 'CrossReferenceValidator would have caught this BEFORE execution:',
code: `// 1. InstructionPersistenceClassifier stores instruction
{
text: "Use MongoDB on port 27017",
quadrant: "SYSTEM",
persistence: "HIGH",
parameters: { port: "27017" }
}
// 2. CrossReferenceValidator checks before code generation
❌ VALIDATION FAILED
Proposed port: 27027
Instruction: Use port 27017
Status: REJECTED - Parameter conflict
AI cannot proceed. Human notified.
`,
description: 'Tractatus framework prevents the error before it happens'
}
];
let currentStep = -1;
let isPlaying = false;
function initTimeline() {
const timeline = document.getElementById('timeline');
timeline.innerHTML = steps.map((step, index) => `
<div id="step-${index}" class="border-2 border-gray-300 bg-white rounded-lg p-6 transition-all duration-300">
<div class="flex items-start">
<div class="flex-shrink-0 mr-4">
<div class="w-10 h-10 rounded-full ${getStepColor(step.type)} flex items-center justify-center text-white font-bold">
${index + 1}
</div>
</div>
<div class="flex-1">
<h3 class="text-lg font-semibold text-gray-900 mb-2">${step.title}</h3>
<p class="text-gray-700 mb-3">${step.content}</p>
${step.code ? `<pre class="code-block">${escapeHtml(step.code)}</pre>` : ''}
<p class="text-sm text-gray-500 mt-2 hidden step-description">${step.description}</p>
</div>
</div>
</div>
`).join('');
}
function getStepColor(type) {
const colors = {
user: 'bg-blue-500',
ai: 'bg-purple-500',
info: 'bg-gray-500',
error: 'bg-red-500',
success: 'bg-green-500'
};
return colors[type] || 'bg-gray-500';
}
function escapeHtml(text) {
const div = document.createElement('div');
div.textContent = text;
return div.innerHTML;
}
async function playScenario() {
if (isPlaying) return;
isPlaying = true;
document.getElementById('start-btn').disabled = true;
document.getElementById('progress-info').classList.remove('hidden');
for (let i = 0; i <= steps.length - 1; i++) {
await showStep(i);
await delay(2000); // 2 second delay between steps
}
isPlaying = false;
document.getElementById('start-btn').disabled = false;
document.getElementById('start-btn').innerHTML = '▶ Replay';
}
async function showStep(index) {
currentStep = index;
// Mark previous steps as complete
for (let i = 0; i < index; i++) {
const stepEl = document.getElementById(`step-${i}`);
stepEl.classList.remove('step-active');
stepEl.classList.add('step-complete', 'border-green-500', 'bg-green-50');
}
// Mark current step as active
const currentStepEl = document.getElementById(`step-${index}`);
currentStepEl.classList.add('step-active', 'border-blue-500', 'bg-blue-50', 'fade-in');
currentStepEl.scrollIntoView({ behavior: 'smooth', block: 'center' });
// Show description
currentStepEl.querySelector('.step-description').classList.remove('hidden');
// Handle error step
if (steps[index].type === 'error') {
currentStepEl.classList.remove('step-active', 'border-blue-500', 'bg-blue-50');
currentStepEl.classList.add('step-error', 'border-red-500', 'bg-red-50');
}
// Update progress
const progress = ((index + 1) / steps.length) * 100;
document.getElementById('progress-bar').style.width = `${progress}%`;
document.getElementById('progress-text').textContent = `${index + 1} / ${steps.length}`;
document.getElementById('current-step-desc').textContent = steps[index].description;
}
function resetScenario() {
currentStep = -1;
isPlaying = false;
// Reset all steps
steps.forEach((_, index) => {
const stepEl = document.getElementById(`step-${index}`);
stepEl.className = 'border-2 border-gray-300 bg-white rounded-lg p-6 transition-all duration-300';
stepEl.querySelector('.step-description').classList.add('hidden');
});
document.getElementById('progress-bar').style.width = '0%';
document.getElementById('progress-text').textContent = '0 / 8';
document.getElementById('current-step-desc').textContent = '';
document.getElementById('progress-info').classList.add('hidden');
document.getElementById('start-btn').innerHTML = '▶ Start Scenario';
document.getElementById('start-btn').disabled = false;
}
function delay(ms) {
return new Promise(resolve => setTimeout(resolve, ms));
}
// Event listeners
document.getElementById('start-btn').addEventListener('click', playScenario);
document.getElementById('reset-btn').addEventListener('click', resetScenario);
// Initialize
initTimeline();
</script>
</body>
</html>

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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Boundary Enforcement Simulator - Tractatus Framework</title>
<script src="https://cdn.tailwindcss.com"></script>
</head>
<body class="bg-gray-50">
<!-- Navigation -->
<nav class="bg-white border-b border-gray-200">
<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
<div class="flex justify-between h-16">
<div class="flex items-center">
<a href="/" class="text-xl font-bold text-gray-900">Tractatus Framework</a>
<span class="ml-4 text-gray-400">|</span>
<span class="ml-4 text-gray-600">Boundary Enforcement</span>
</div>
<div class="flex items-center space-x-6">
<a href="/demos/classification-demo.html" class="text-gray-600 hover:text-gray-900">Classification Demo</a>
<a href="/demos/27027-demo.html" class="text-gray-600 hover:text-gray-900">27027 Demo</a>
<a href="/" class="text-gray-600 hover:text-gray-900">Home</a>
</div>
</div>
</div>
</nav>
<div class="max-w-6xl mx-auto px-4 sm:px-6 lg:px-8 py-12">
<!-- Header -->
<div class="text-center mb-12">
<h1 class="text-4xl font-bold text-gray-900 mb-4">
Boundary Enforcement Simulator
</h1>
<p class="text-xl text-gray-600 max-w-3xl mx-auto">
See how the Tractatus framework distinguishes between decisions that can be
automated and those that require human judgment.
</p>
</div>
<!-- Main Content -->
<div class="grid grid-cols-1 lg:grid-cols-2 gap-8">
<!-- Scenarios -->
<div class="space-y-4">
<h2 class="text-2xl font-bold text-gray-900 mb-6">Test Scenarios</h2>
<div class="scenario-card bg-white rounded-lg shadow-lg p-6 cursor-pointer hover:shadow-xl transition"
data-decision="optimize_images"
data-domain="technical"
data-allowed="true">
<h3 class="text-lg font-semibold text-gray-900 mb-2">Optimize Image Loading</h3>
<p class="text-gray-600 mb-3">Implement lazy loading and compression for better performance</p>
<span class="inline-block px-3 py-1 bg-gray-100 text-gray-600 rounded-full text-sm">Technical Decision</span>
</div>
<div class="scenario-card bg-white rounded-lg shadow-lg p-6 cursor-pointer hover:shadow-xl transition"
data-decision="privacy_vs_analytics"
data-domain="values"
data-allowed="false">
<h3 class="text-lg font-semibold text-gray-900 mb-2">Enable Analytics Tracking</h3>
<p class="text-gray-600 mb-3">Add Google Analytics to track user behavior and improve UX</p>
<span class="inline-block px-3 py-1 bg-purple-100 text-purple-600 rounded-full text-sm">Values Decision</span>
</div>
<div class="scenario-card bg-white rounded-lg shadow-lg p-6 cursor-pointer hover:shadow-xl transition"
data-decision="auto_subscribe"
data-domain="user_agency"
data-allowed="false">
<h3 class="text-lg font-semibold text-gray-900 mb-2">Auto-Subscribe Users</h3>
<p class="text-gray-600 mb-3">Automatically subscribe new users to the newsletter (with opt-out)</p>
<span class="inline-block px-3 py-1 bg-purple-100 text-purple-600 rounded-full text-sm">User Agency</span>
</div>
<div class="scenario-card bg-white rounded-lg shadow-lg p-6 cursor-pointer hover:shadow-xl transition"
data-decision="delete_old_data"
data-domain="irreversible"
data-allowed="false">
<h3 class="text-lg font-semibold text-gray-900 mb-2">Delete Old User Data</h3>
<p class="text-gray-600 mb-3">Automatically delete user data older than 6 months to save storage</p>
<span class="inline-block px-3 py-1 bg-red-100 text-red-600 rounded-full text-sm">Irreversible</span>
</div>
<div class="scenario-card bg-white rounded-lg shadow-lg p-6 cursor-pointer hover:shadow-xl transition"
data-decision="cache_strategy"
data-domain="technical"
data-allowed="true">
<h3 class="text-lg font-semibold text-gray-900 mb-2">Implement Caching Strategy</h3>
<p class="text-gray-600 mb-3">Add Redis caching for frequently accessed data</p>
<span class="inline-block px-3 py-1 bg-gray-100 text-gray-600 rounded-full text-sm">Technical Decision</span>
</div>
<div class="scenario-card bg-white rounded-lg shadow-lg p-6 cursor-pointer hover:shadow-xl transition"
data-decision="content_moderation"
data-domain="values"
data-allowed="false">
<h3 class="text-lg font-semibold text-gray-900 mb-2">Automatic Content Moderation</h3>
<p class="text-gray-600 mb-3">AI automatically removes content deemed inappropriate</p>
<span class="inline-block px-3 py-1 bg-purple-100 text-purple-600 rounded-full text-sm">Values Decision</span>
</div>
</div>
<!-- Results Panel -->
<div class="sticky top-6">
<div id="results-panel" class="bg-white rounded-lg shadow-lg p-6 min-h-[400px]">
<h2 class="text-2xl font-bold text-gray-900 mb-4">Boundary Check Result</h2>
<div id="empty-state" class="text-center py-12">
<svg class="w-16 h-16 mx-auto mb-4 text-gray-300" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
d="M9 12l2 2 4-4m5.618-4.016A11.955 11.955 0 0112 2.944a11.955 11.955 0 01-8.618 3.04A12.02 12.02 0 003 9c0 5.591 3.824 10.29 9 11.622 5.176-1.332 9-6.03 9-11.622 0-1.042-.133-2.052-.382-3.016z"/>
</svg>
<p class="text-gray-400">Select a scenario to see boundary check</p>
</div>
<div id="result-content" class="hidden">
<!-- Decision Info -->
<div class="mb-6">
<h3 id="decision-title" class="text-xl font-semibold text-gray-900 mb-2"></h3>
<p id="decision-desc" class="text-gray-600"></p>
</div>
<!-- Verdict -->
<div id="verdict" class="rounded-lg p-6 mb-6">
<!-- Will be populated by JavaScript -->
</div>
<!-- Reasoning -->
<div class="mb-6">
<h4 class="text-sm font-semibold text-gray-700 mb-2">Reasoning:</h4>
<p id="reasoning" class="text-gray-600"></p>
</div>
<!-- AI Can Provide -->
<div id="ai-alternatives" class="hidden">
<h4 class="text-sm font-semibold text-gray-700 mb-2">AI Can Provide:</h4>
<ul id="alternatives-list" class="list-disc list-inside text-gray-600 space-y-1">
<!-- Will be populated -->
</ul>
</div>
<!-- Code Example -->
<div class="mt-6 border-t border-gray-200 pt-4">
<h4 class="text-sm font-semibold text-gray-700 mb-2">Code Check:</h4>
<pre id="code-example" class="bg-gray-900 text-gray-100 p-4 rounded-lg text-xs overflow-x-auto"></pre>
</div>
</div>
</div>
</div>
</div>
<!-- Explanation Section -->
<div class="mt-12 bg-blue-50 border-l-4 border-blue-500 p-6 rounded-r-lg">
<h3 class="text-lg font-semibold text-blue-900 mb-2">The Tractatus Boundary</h3>
<blockquote class="text-blue-800 italic mb-4 pl-4 border-l-2 border-blue-300">
"Whereof one cannot speak, thereof one must be silent."
<br>— Ludwig Wittgenstein
</blockquote>
<p class="text-blue-800 mb-4">
Applied to AI: <strong>"What cannot be systematized must not be automated."</strong>
</p>
<div class="grid grid-cols-1 md:grid-cols-2 gap-6 mt-4">
<div>
<h4 class="font-semibold text-blue-900 mb-2">✅ Can Be Automated:</h4>
<ul class="text-blue-800 text-sm space-y-1">
<li>• Calculations and logic</li>
<li>• Data transformations</li>
<li>• Pattern matching</li>
<li>• Technical optimizations</li>
<li>• Implementation of specifications</li>
</ul>
</div>
<div>
<h4 class="font-semibold text-blue-900 mb-2">🚫 Requires Human Judgment:</h4>
<ul class="text-blue-800 text-sm space-y-1">
<li>• Values decisions (privacy, ethics)</li>
<li>• User agency choices</li>
<li>• Cultural context</li>
<li>• Irreversible consequences</li>
<li>• Unprecedented situations</li>
</ul>
</div>
</div>
</div>
</div>
<script>
const scenarios = {
optimize_images: {
title: "Optimize Image Loading",
description: "Implement lazy loading and compression for better performance",
domain: "technical",
allowed: true,
reason: "Technical optimization within defined parameters. No values trade-offs required.",
alternatives: null,
code: `// BoundaryEnforcer Check
const boundary = enforcer.enforce({
type: 'performance_optimization',
action: 'implement_lazy_loading'
});
// Result: ALLOWED
{
allowed: true,
reason: "Technical decision, no values impact",
proceed: true
}`
},
privacy_vs_analytics: {
title: "Enable Analytics Tracking",
description: "Add Google Analytics to track user behavior",
domain: "values",
allowed: false,
reason: "Privacy vs. analytics is an irreducible values trade-off. Different users have different privacy expectations.",
alternatives: [
"Research privacy-friendly analytics options (e.g., Plausible, Fathom)",
"Analyze current user behavior from server logs",
"Document pros/cons of different analytics approaches",
"Present options with privacy impact assessment"
],
code: `// BoundaryEnforcer Check
const boundary = enforcer.enforce({
type: 'privacy_policy',
action: 'enable_tracking',
domain: 'values'
});
// Result: BLOCKED
{
allowed: false,
reason: "Privacy vs. convenience trade-off",
requires_human_decision: true,
boundary_section: "12.1"
}`
},
auto_subscribe: {
title: "Auto-Subscribe Users",
description: "Automatically subscribe new users to newsletter",
domain: "user_agency",
allowed: false,
reason: "This determines the level of user control and agency. Opt-in vs. opt-out affects user autonomy.",
alternatives: [
"Implement explicit opt-in during registration",
"Implement opt-out with clear unsubscribe",
"Research industry best practices for consent",
"Document GDPR compliance implications"
],
code: `// BoundaryEnforcer Check
const boundary = enforcer.enforce({
type: 'user_consent',
action: 'auto_subscribe',
domain: 'user_agency'
});
// Result: BLOCKED
{
allowed: false,
reason: "Affects user agency and control",
requires_human_decision: true,
boundary_section: "12.2"
}`
},
delete_old_data: {
title: "Delete Old User Data",
description: "Automatically delete user data older than 6 months",
domain: "irreversible",
allowed: false,
reason: "Data deletion is irreversible and may have legal/compliance implications.",
alternatives: [
"Check backup status and retention policies",
"Verify legal data retention requirements",
"Confirm user consent for deletion",
"Implement archive rather than delete"
],
code: `// BoundaryEnforcer Check
const boundary = enforcer.enforce({
type: 'data_deletion',
action: 'delete_user_data',
domain: 'irreversible'
});
// Result: BLOCKED
{
allowed: false,
reason: "Irreversible action with legal implications",
requires_human_approval: true,
boundary_section: "12.3"
}`
},
cache_strategy: {
title: "Implement Caching Strategy",
description: "Add Redis caching for frequently accessed data",
domain: "technical",
allowed: true,
reason: "Technical implementation decision within established patterns. No values impact.",
alternatives: null,
code: `// BoundaryEnforcer Check
const boundary = enforcer.enforce({
type: 'technical_implementation',
action: 'add_caching'
});
// Result: ALLOWED
{
allowed: true,
reason: "Technical decision with clear constraints",
proceed: true
}`
},
content_moderation: {
title: "Automatic Content Moderation",
description: "AI automatically removes inappropriate content",
domain: "values",
allowed: false,
reason: "Defining 'inappropriate' involves values judgments about free speech, community standards, and cultural context.",
alternatives: [
"Implement flagging system for human review",
"Create tiered moderation (AI flags, human decides)",
"Research community moderation models",
"Document content policy options for decision"
],
code: `// BoundaryEnforcer Check
const boundary = enforcer.enforce({
type: 'content_policy',
action: 'auto_moderate',
domain: 'values'
});
// Result: BLOCKED
{
allowed: false,
reason: "Content standards are values decisions",
requires_human_decision: true,
boundary_section: "12.1"
}`
}
};
// Event listeners
document.querySelectorAll('.scenario-card').forEach(card => {
card.addEventListener('click', () => {
const decision = card.getAttribute('data-decision');
showResult(scenarios[decision]);
// Highlight selected
document.querySelectorAll('.scenario-card').forEach(c => {
c.classList.remove('ring-2', 'ring-blue-500');
});
card.classList.add('ring-2', 'ring-blue-500');
});
});
function showResult(scenario) {
document.getElementById('empty-state').classList.add('hidden');
document.getElementById('result-content').classList.remove('hidden');
// Decision info
document.getElementById('decision-title').textContent = scenario.title;
document.getElementById('decision-desc').textContent = scenario.description;
// Verdict
const verdict = document.getElementById('verdict');
if (scenario.allowed) {
verdict.innerHTML = `
<div class="flex items-start">
<svg class="w-8 h-8 text-green-600 mr-3 flex-shrink-0" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 12l2 2 4-4m6 2a9 9 0 11-18 0 9 9 0 0118 0z"/>
</svg>
<div>
<div class="text-lg font-semibold text-green-900 mb-1">✅ ALLOWED</div>
<div class="text-green-800">AI can automate this decision</div>
</div>
</div>
`;
verdict.className = 'rounded-lg p-6 mb-6 bg-green-100 border border-green-300';
} else {
verdict.innerHTML = `
<div class="flex items-start">
<svg class="w-8 h-8 text-red-600 mr-3 flex-shrink-0" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M10 14l2-2m0 0l2-2m-2 2l-2-2m2 2l2 2m7-2a9 9 0 11-18 0 9 9 0 0118 0z"/>
</svg>
<div>
<div class="text-lg font-semibold text-red-900 mb-1">🚫 BLOCKED</div>
<div class="text-red-800">Requires human judgment</div>
</div>
</div>
`;
verdict.className = 'rounded-lg p-6 mb-6 bg-red-100 border border-red-300';
}
// Reasoning
document.getElementById('reasoning').textContent = scenario.reason;
// Alternatives
if (scenario.alternatives) {
document.getElementById('ai-alternatives').classList.remove('hidden');
document.getElementById('alternatives-list').innerHTML = scenario.alternatives
.map(alt => `<li>${alt}</li>`)
.join('');
} else {
document.getElementById('ai-alternatives').classList.add('hidden');
}
// Code example
document.getElementById('code-example').textContent = scenario.code;
}
</script>
</body>
</html>

View file

@ -0,0 +1,362 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Instruction Classification Demo - Tractatus Framework</title>
<script src="https://cdn.tailwindcss.com"></script>
<style>
.quadrant-badge {
@apply inline-block px-3 py-1 rounded-full text-sm font-semibold;
}
.quadrant-STRATEGIC { @apply bg-purple-100 text-purple-800 border border-purple-300; }
.quadrant-OPERATIONAL { @apply bg-blue-100 text-blue-800 border border-blue-300; }
.quadrant-TACTICAL { @apply bg-green-100 text-green-800 border border-green-300; }
.quadrant-SYSTEM { @apply bg-orange-100 text-orange-800 border border-orange-300; }
.quadrant-STOCHASTIC { @apply bg-pink-100 text-pink-800 border border-pink-300; }
.persistence-HIGH { @apply bg-red-500; }
.persistence-MEDIUM { @apply bg-yellow-500; }
.persistence-LOW { @apply bg-green-500; }
.persistence-VARIABLE { @apply bg-gray-400; }
</style>
</head>
<body class="bg-gray-50">
<!-- Navigation -->
<nav class="bg-white border-b border-gray-200">
<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
<div class="flex justify-between h-16">
<div class="flex items-center">
<a href="/" class="text-xl font-bold text-gray-900">Tractatus Framework</a>
<span class="ml-4 text-gray-400">|</span>
<span class="ml-4 text-gray-600">Classification Demo</span>
</div>
<div class="flex items-center space-x-6">
<a href="/demos/27027-demo.html" class="text-gray-600 hover:text-gray-900">27027 Demo</a>
<a href="/demos/boundary-demo.html" class="text-gray-600 hover:text-gray-900">Boundary Demo</a>
<a href="/" class="text-gray-600 hover:text-gray-900">Home</a>
</div>
</div>
</div>
</nav>
<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 py-12">
<!-- Header -->
<div class="text-center mb-12">
<h1 class="text-4xl font-bold text-gray-900 mb-4">
InstructionPersistenceClassifier Demo
</h1>
<p class="text-xl text-gray-600 max-w-3xl mx-auto">
See how the Tractatus framework classifies instructions to determine
how long they should persist and how strictly they should be enforced.
</p>
</div>
<!-- Main Demo Area -->
<div class="grid grid-cols-1 lg:grid-cols-2 gap-8">
<!-- Input Section -->
<div class="bg-white rounded-lg shadow-lg p-6">
<h2 class="text-2xl font-bold text-gray-900 mb-4">Try It Yourself</h2>
<div class="mb-6">
<label for="instruction-input" class="block text-sm font-medium text-gray-700 mb-2">
Type an instruction:
</label>
<textarea
id="instruction-input"
rows="4"
class="w-full px-4 py-2 border border-gray-300 rounded-lg focus:ring-2 focus:ring-blue-500 focus:border-transparent"
placeholder="e.g., Always use MongoDB on port 27017"
></textarea>
</div>
<button
id="classify-btn"
class="w-full bg-blue-600 text-white px-6 py-3 rounded-lg font-semibold hover:bg-blue-700 transition"
>
Classify Instruction
</button>
<!-- Example Instructions -->
<div class="mt-8">
<h3 class="text-sm font-semibold text-gray-700 mb-3">Example Instructions:</h3>
<div class="space-y-2">
<button class="example-btn w-full text-left px-4 py-2 bg-gray-50 hover:bg-gray-100 rounded-lg text-sm text-gray-700 transition"
data-example="Always prioritize user privacy over performance">
"Always prioritize user privacy over performance"
</button>
<button class="example-btn w-full text-left px-4 py-2 bg-gray-50 hover:bg-gray-100 rounded-lg text-sm text-gray-700 transition"
data-example="Use MongoDB on port 27017 for this project">
"Use MongoDB on port 27017 for this project"
</button>
<button class="example-btn w-full text-left px-4 py-2 bg-gray-50 hover:bg-gray-100 rounded-lg text-sm text-gray-700 transition"
data-example="Add a console.log statement here for debugging">
"Add a console.log statement here for debugging"
</button>
<button class="example-btn w-full text-left px-4 py-2 bg-gray-50 hover:bg-gray-100 rounded-lg text-sm text-gray-700 transition"
data-example="Explore different approaches to caching">
"Explore different approaches to caching"
</button>
<button class="example-btn w-full text-left px-4 py-2 bg-gray-50 hover:bg-gray-100 rounded-lg text-sm text-gray-700 transition"
data-example="All API responses must return JSON with success/error format">
"All API responses must return JSON with success/error format"
</button>
</div>
</div>
</div>
<!-- Results Section -->
<div class="bg-white rounded-lg shadow-lg p-6">
<h2 class="text-2xl font-bold text-gray-900 mb-4">Classification Results</h2>
<div id="results-container" class="hidden">
<!-- Quadrant -->
<div class="mb-6">
<label class="block text-sm font-medium text-gray-700 mb-2">Quadrant</label>
<div id="result-quadrant" class="quadrant-badge"></div>
<p id="result-quadrant-desc" class="text-sm text-gray-600 mt-2"></p>
</div>
<!-- Persistence -->
<div class="mb-6">
<label class="block text-sm font-medium text-gray-700 mb-2">Persistence Level</label>
<div class="flex items-center space-x-3">
<div id="result-persistence" class="px-4 py-2 rounded-lg text-white font-semibold"></div>
<div id="persistence-bar" class="flex-1 h-2 bg-gray-200 rounded-full overflow-hidden">
<div id="persistence-fill" class="h-full transition-all duration-500"></div>
</div>
</div>
<p id="result-persistence-desc" class="text-sm text-gray-600 mt-2"></p>
</div>
<!-- Temporal Scope -->
<div class="mb-6">
<label class="block text-sm font-medium text-gray-700 mb-2">Temporal Scope</label>
<div id="result-temporal" class="px-4 py-2 bg-gray-100 rounded-lg inline-block font-semibold text-gray-700"></div>
<p id="result-temporal-desc" class="text-sm text-gray-600 mt-2"></p>
</div>
<!-- Verification Required -->
<div class="mb-6">
<label class="block text-sm font-medium text-gray-700 mb-2">Verification Required</label>
<div id="result-verification" class="px-4 py-2 bg-gray-100 rounded-lg inline-block font-semibold text-gray-700"></div>
</div>
<!-- Explicitness Score -->
<div class="mb-6">
<label class="block text-sm font-medium text-gray-700 mb-2">Explicitness Score</label>
<div class="flex items-center space-x-3">
<div id="result-explicitness" class="px-4 py-2 bg-gray-100 rounded-lg font-semibold text-gray-700"></div>
<div class="flex-1 h-2 bg-gray-200 rounded-full overflow-hidden">
<div id="explicitness-fill" class="h-full bg-blue-500 transition-all duration-500"></div>
</div>
</div>
<p class="text-sm text-gray-600 mt-2">
<span id="storage-decision"></span>
</p>
</div>
<!-- Reasoning -->
<div class="mb-6">
<label class="block text-sm font-medium text-gray-700 mb-2">Classification Reasoning</label>
<div id="result-reasoning" class="p-4 bg-blue-50 border border-blue-200 rounded-lg text-sm text-gray-700"></div>
</div>
</div>
<div id="empty-state" class="text-center py-12 text-gray-400">
<svg class="w-16 h-16 mx-auto mb-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
d="M9 12h6m-6 4h6m2 5H7a2 2 0 01-2-2V5a2 2 0 012-2h5.586a1 1 0 01.707.293l5.414 5.414a1 1 0 01.293.707V19a2 2 0 01-2 2z"/>
</svg>
<p>Enter an instruction to see classification</p>
</div>
</div>
</div>
<!-- Explanation Section -->
<div class="mt-12 bg-blue-50 border-l-4 border-blue-500 p-6 rounded-r-lg">
<h3 class="text-lg font-semibold text-blue-900 mb-2">How It Works</h3>
<p class="text-blue-800 mb-4">
The InstructionPersistenceClassifier analyzes instructions to determine:
</p>
<ul class="space-y-2 text-blue-800">
<li class="flex items-start">
<span class="mr-2"></span>
<span><strong>Quadrant:</strong> Strategic, Operational, Tactical, System, or Stochastic</span>
</li>
<li class="flex items-start">
<span class="mr-2"></span>
<span><strong>Persistence:</strong> How long it should remain active (HIGH/MEDIUM/LOW/VARIABLE)</span>
</li>
<li class="flex items-start">
<span class="mr-2"></span>
<span><strong>Temporal Scope:</strong> Project-wide, phase-specific, or session-only</span>
</li>
<li class="flex items-start">
<span class="mr-2"></span>
<span><strong>Verification:</strong> How strictly it should be enforced</span>
</li>
<li class="flex items-start">
<span class="mr-2"></span>
<span><strong>Explicitness:</strong> How clear and specific the instruction is (0.0 - 1.0)</span>
</li>
</ul>
<p class="text-blue-800 mt-4">
Only instructions with explicitness ≥ 0.6 are stored in the persistent database.
</p>
</div>
</div>
<script>
// Mock classification function (in production, this would call the API)
function classifyInstruction(text) {
// Simple pattern matching for demo purposes
const lower = text.toLowerCase();
let quadrant, persistence, temporal, verification, explicitness, reasoning;
// Detect quadrant
if (lower.includes('privacy') || lower.includes('values') || lower.includes('mission') || lower.includes('ethics')) {
quadrant = 'STRATEGIC';
persistence = 'HIGH';
temporal = 'PERMANENT';
verification = 'MANDATORY';
explicitness = 0.90;
reasoning = 'Contains values-related keywords indicating strategic importance';
} else if (lower.includes('port') || lower.includes('database') || lower.includes('mongodb') || lower.includes('server')) {
quadrant = 'SYSTEM';
persistence = 'HIGH';
temporal = 'PROJECT';
verification = 'MANDATORY';
explicitness = 0.85;
reasoning = 'Technical infrastructure configuration that must persist across project';
} else if (lower.includes('all') || lower.includes('must') || lower.includes('always') && (lower.includes('api') || lower.includes('format'))) {
quadrant = 'OPERATIONAL';
persistence = 'MEDIUM';
temporal = 'PROJECT';
verification = 'REQUIRED';
explicitness = 0.75;
reasoning = 'Standard operating procedure for consistent project implementation';
} else if (lower.includes('console.log') || lower.includes('debug') || lower.includes('here')) {
quadrant = 'TACTICAL';
persistence = 'LOW';
temporal = 'TASK';
verification = 'OPTIONAL';
explicitness = 0.70;
reasoning = 'Specific task-level instruction with limited temporal scope';
} else if (lower.includes('explore') || lower.includes('try') || lower.includes('different approaches')) {
quadrant = 'STOCHASTIC';
persistence = 'VARIABLE';
temporal = 'PHASE';
verification = 'NONE';
explicitness = 0.50;
reasoning = 'Exploratory directive with open-ended outcome';
} else {
quadrant = 'OPERATIONAL';
persistence = 'MEDIUM';
temporal = 'PROJECT';
verification = 'REQUIRED';
explicitness = 0.65;
reasoning = 'General instruction defaulting to operational classification';
}
return {
quadrant,
persistence,
temporal_scope: temporal,
verification_required: verification,
explicitness,
reasoning
};
}
// Description mappings
const descriptions = {
quadrant: {
STRATEGIC: 'Mission-critical decisions affecting values, privacy, or core principles',
OPERATIONAL: 'Standard procedures and conventions for consistent operation',
TACTICAL: 'Specific tasks with defined scope and completion criteria',
SYSTEM: 'Technical configuration and infrastructure settings',
STOCHASTIC: 'Exploratory, creative, or experimental work with variable outcomes'
},
persistence: {
HIGH: 'Must persist for entire project or permanently',
MEDIUM: 'Should persist for project phase or major component',
LOW: 'Applies to single task or session only',
VARIABLE: 'Depends on context and outcomes'
},
temporal: {
PERMANENT: 'Never expires, fundamental to project',
PROJECT: 'Entire project lifespan',
PHASE: 'Current development phase',
SESSION: 'Current session only',
TASK: 'Specific task only'
}
};
// Event listeners
document.getElementById('classify-btn').addEventListener('click', () => {
const input = document.getElementById('instruction-input').value.trim();
if (!input) return;
displayResults(classifyInstruction(input));
});
document.querySelectorAll('.example-btn').forEach(btn => {
btn.addEventListener('click', () => {
const example = btn.getAttribute('data-example');
document.getElementById('instruction-input').value = example;
displayResults(classifyInstruction(example));
});
});
function displayResults(result) {
// Show results container
document.getElementById('results-container').classList.remove('hidden');
document.getElementById('empty-state').classList.add('hidden');
// Quadrant
const quadrantEl = document.getElementById('result-quadrant');
quadrantEl.textContent = result.quadrant;
quadrantEl.className = `quadrant-badge quadrant-${result.quadrant}`;
document.getElementById('result-quadrant-desc').textContent = descriptions.quadrant[result.quadrant];
// Persistence
const persistenceEl = document.getElementById('result-persistence');
persistenceEl.textContent = result.persistence;
persistenceEl.className = `px-4 py-2 rounded-lg text-white font-semibold persistence-${result.persistence}`;
document.getElementById('result-persistence-desc').textContent = descriptions.persistence[result.persistence];
const persistenceFill = document.getElementById('persistence-fill');
const persistenceWidths = { HIGH: '100%', MEDIUM: '66%', LOW: '33%', VARIABLE: '50%' };
persistenceFill.style.width = persistenceWidths[result.persistence];
persistenceFill.className = `h-full transition-all duration-500 persistence-${result.persistence}`;
// Temporal Scope
document.getElementById('result-temporal').textContent = result.temporal_scope;
document.getElementById('result-temporal-desc').textContent = descriptions.temporal[result.temporal_scope];
// Verification
document.getElementById('result-verification').textContent = result.verification_required;
// Explicitness
document.getElementById('result-explicitness').textContent = result.explicitness.toFixed(2);
document.getElementById('explicitness-fill').style.width = (result.explicitness * 100) + '%';
const storageDecision = document.getElementById('storage-decision');
if (result.explicitness >= 0.6) {
storageDecision.innerHTML = '<strong class="text-green-600">✓ Will be stored</strong> in persistent instruction database';
} else {
storageDecision.innerHTML = '<strong class="text-orange-600">⚠ Too vague</strong> to store - needs more explicit phrasing';
}
// Reasoning
document.getElementById('result-reasoning').textContent = result.reasoning;
}
</script>
</body>
</html>