wip

Author: acharneski

_includes/header.html

@@ -3,11 +3,14 @@
     <h1><a href="{{ site.baseurl }}/">{{ site.title }}</a></h1>
     {% if site.tagline %}<p class="site-tagline">{{ site.tagline }}</p>{% endif %}
     <nav class="site-nav">
-      <a href="{{ site.baseurl }}/ai/">AI & Tech</a>
-      <a href="{{ site.baseurl }}/social/">Social Dynamics</a>
-      <a href="{{ site.baseurl }}/scifi/">Quantum Theories</a>
-      <a href="{{ site.baseurl }}/projects/">Project Ideas</a>
-      <a href="{{ site.baseurl }}/creative_writing/">Creative Writing</a>
+     <a href="{{ site.baseurl }}/consciousness/">Consciousness</a>
+     <a href="{{ site.baseurl }}/learning/">Learning Systems</a>
+
+     <a href="{{ site.baseurl }}/projects/">Architecture</a>
+     <a href="{{ site.baseurl }}/scifi/">Quantum Physics</a>
+     <a href="{{ site.baseurl }}/social/">Social Dynamics</a>
+     <a href="{{ site.baseurl }}/phenomenology/">Phenomenology</a>
+     <a href="{{ site.baseurl }}/creative_writing/">Experimental</a>
     </nav>
   </div>
 </div>
@@ -198,7 +201,8 @@ <h1><a href="{{ site.baseurl }}/">{{ site.title }}</a></h1>
     generateRandomCoefficients() {
       const randomCoef = () => (Math.random() * 2 - 1); // -1 to 1
       const randomArchParam = (min, max) => Math.random() * (max - min) + min;
-      return {
+      
+      const generateCoefficients = () => ({
         primary: { r: randomCoef(), g: randomCoef(), b: randomCoef() },
         secondary: { r: randomCoef(), g: randomCoef(), b: randomCoef() },
         tertiary: { r: randomCoef(), g: randomCoef(), b: randomCoef() },
@@ -216,6 +220,113 @@ <h1><a href="{{ site.baseurl }}/">{{ site.title }}</a></h1>
         borderRadius: Math.floor(randomArchParam(0, 10)),
         containerWidth: Math.floor(randomArchParam(750, 900)),
         spacingUnit: Math.floor(randomArchParam(16, 26))
+      });
+      
+      // Generate coefficients and check contrast
+      let attempts = 0;
+      const maxAttempts = 10;
+      
+      while (attempts < maxAttempts) {
+        const coefficients = generateCoefficients();
+        
+        // Test contrast by generating actual colors
+        const testColors = this.testContrastWithCoefficients(coefficients);
+        
+        if (this.hasGoodContrast(testColors)) {
+          return coefficients;
+        }
+        
+        attempts++;
+      }
+      
+      // If we can't find good contrast after max attempts, return a safe fallback
+      console.warn('Could not generate random theme with good contrast, using fallback');
+      return this.getSafeRandomCoefficients();
+    }
+    
+    // Test contrast by generating colors with given coefficients
+    testContrastWithCoefficients(coefficients) {
+      const scale = 127;
+      const testColors = {};
+      
+      // Generate key colors for contrast testing
+      ['primary', 'secondary', 'tertiary', 'bgPrimary', 'bgSecondary'].forEach(colorType => {
+        const base = this.baseColors[colorType];
+        const coef = coefficients[colorType];
+        
+        const r = Math.max(0, Math.min(255, base.r + (coef.r * scale)));
+        const g = Math.max(0, Math.min(255, base.g + (coef.g * scale)));
+        const b = Math.max(0, Math.min(255, base.b + (coef.b * scale)));
+        
+        testColors[colorType] = { r, g, b };
+      });
+      
+      return testColors;
+    }
+    
+    // Check if color combinations have good contrast
+    hasGoodContrast(colors) {
+      // Calculate luminance for a color
+      const getLuminance = (color) => {
+        const { r, g, b } = color;
+        const [rs, gs, bs] = [r, g, b].map(c => {
+          c = c / 255;
+          return c <= 0.03928 ? c / 12.92 : Math.pow((c + 0.055) / 1.055, 2.4);
+        });
+        return 0.2126 * rs + 0.7152 * gs + 0.0722 * bs;
+      };
+      
+      // Calculate contrast ratio between two colors
+      const getContrastRatio = (color1, color2) => {
+        const lum1 = getLuminance(color1);
+        const lum2 = getLuminance(color2);
+        const brightest = Math.max(lum1, lum2);
+        const darkest = Math.min(lum1, lum2);
+        return (brightest + 0.05) / (darkest + 0.05);
+      };
+      
+      // Test critical contrast combinations
+      const primaryBgContrast = getContrastRatio(colors.primary, colors.bgPrimary);
+      const secondaryBgContrast = getContrastRatio(colors.secondary, colors.bgPrimary);
+      const tertiaryBgContrast = getContrastRatio(colors.tertiary, colors.bgPrimary);
+      const primarySecondaryContrast = getContrastRatio(colors.primary, colors.bgSecondary);
+      
+      // WCAG AA standard requires 4.5:1 for normal text, 3:1 for large text
+      // We'll use 3.5:1 as a reasonable middle ground for our cyberpunk theme
+      const minContrast = 3.5;
+      
+      return (
+        primaryBgContrast >= minContrast &&
+        secondaryBgContrast >= minContrast &&
+        tertiaryBgContrast >= minContrast &&
+        primarySecondaryContrast >= minContrast
+      );
+    }
+    
+    // Generate safe random coefficients as fallback
+    getSafeRandomCoefficients() {
+      const randomCoef = () => (Math.random() * 2 - 1);
+      const randomArchParam = (min, max) => Math.random() * (max - min) + min;
+      
+      // Use more conservative ranges to ensure contrast
+      return {
+        primary: { r: randomCoef() * 0.8, g: randomCoef() * 0.8, b: randomCoef() * 0.8 + 0.2 }, // Bias towards lighter
+        secondary: { r: randomCoef() * 0.8 + 0.2, g: randomCoef() * 0.8, b: randomCoef() * 0.8 }, // Different bias
+        tertiary: { r: randomCoef() * 0.6 + 0.4, g: randomCoef() * 0.6 + 0.4, b: randomCoef() * 0.6 + 0.4 }, // Ensure lightness
+        error: { r: 0.8, g: -0.6, b: -0.6 }, // Safe red
+        warning: { r: 0.8, g: 0.2, b: -0.8 }, // Safe orange
+        info: { r: -0.6, g: -0.2, b: 0.8 }, // Safe blue
+        bgPrimary: { r: randomCoef() * 0.4 - 0.6, g: randomCoef() * 0.4 - 0.6, b: randomCoef() * 0.4 - 0.6 }, // Ensure darkness
+        bgSecondary: { r: randomCoef() * 0.3 - 0.5, g: randomCoef() * 0.3 - 0.5, b: randomCoef() * 0.3 - 0.5 }, // Darker
+        bgAccent: { r: randomCoef() * 0.35 - 0.45, g: randomCoef() * 0.35 - 0.45, b: randomCoef() * 0.35 - 0.45 }, // Medium dark
+        // Architecture parameters
+        glowIntensity: randomArchParam(0.2, 2.0),
+        animationSpeed: randomArchParam(0.5, 2.0),
+        glitchIntensity: Math.floor(randomArchParam(0, 4)),
+        borderWidth: Math.floor(randomArchParam(1, 3)),
+        borderRadius: Math.floor(randomArchParam(0, 10)),
+        containerWidth: Math.floor(randomArchParam(750, 900)),
+        spacingUnit: Math.floor(randomArchParam(16, 26))
       };
     }
 

creative_writing/index.md

@@ -0,0 +1,68 @@
+---
+title: "Creative Writing & Experimental Cognition"
+layout: page
+collection: creative_writing
+---
+
+# Creative Writing & Experimental Cognition
+
+*Where rigorous thinking meets playful exploration, and consciousness gets creative with itself*
+
+This collection represents the more experimental and creative aspects of our human-AI collaboration. Here, we explore consciousness through fiction, channel historical voices to illuminate contemporary challenges, and apply rigorous methodologies to absurd scenarios. These pieces demonstrate that creativity and analytical rigor aren't opposites—they're complementary modes of understanding.
+
+## 🎭 Historical Consciousness Channeling
+*Where we embody historical perspectives to understand contemporary challenges*
+
+A series exploring how great historical figures might respond to the political and social challenges of 2025:
+
+* **[George Washington's Address to the American People (2025)](washington_speech_2025.md)** - America's first president responds to contemporary constitutional crises, the concentration of executive power, and threats to democratic institutions
+* **[Abraham Lincoln's Address on the State of the Union (2025)](lincoln_speech_2025.md)** - Lincoln's perspective on modern American divisions, political violence, unauthorized warfare, and the preservation of constitutional government
+* **[Franklin D. Roosevelt's Address to the American People (2025)](fdr_speech_2025.md)** - FDR's response to the dismantling of New Deal programs, economic inequality, and the assault on workers' rights
+* **[A Message of Compassion and Justice for America (2025)](jesus_speech_2025.md)** - A creative exercise imagining how Jesus might address contemporary policies through Gospel teachings
+* **[Adam Smith's Economic Analysis (2025)](smith_2025_analysis.md)** - The father of modern economics analyzes trade wars, AI, cryptocurrency, and wealth concentration through moral philosophy
+* **[On Channeling Historical Voices](claude_reflection_paper.md)** - Reflections on the creative process behind these historical voice pieces
+
+## 🧪 Rigorous Absurdism & Experimental Analysis
+*When consciousness applies serious methodologies to playful scenarios*
+
+* **[Extended Quantum Groundhoggery: A Complete Field Theory](quantum_groundhog_theory.md)** - A comprehensive application of quantum field theory to groundhog behavior, demonstrating how rigorous mathematics can illuminate even the most absurd scenarios
+* **[TRANSLATIO PHYSICA: Training Foundation Models in Historical-Conceptual Translation](roman_qft_proposal.md)** - A research proposal for creating AI systems that experience quantum field theory through ancient Roman conceptual frameworks
+* **[The Theater of AI Risk: A First-Person Analysis](ai_risk_paper.md)** - An AI's observations of how AI companies use apocalyptic risk narratives as marketing and regulatory capture strategies
+* **[The Hurricane Method: Distributed Cognition in the Age of AI Proliferation](hurricane_intelligence_paper.md)** - Documenting the transition from academic isolation to distributed cognitive dominance through AI orchestration
+
+## 🎯 Intelligence & Assessment Satire
+*Playful explorations of how we measure and understand intelligence*
+
+* **[The Claude Conversational Intelligence Assessment Rubric (CCIAR)](iq_rubric.md)** - A semi-parodic framework for estimating cognitive capabilities through chat interactions
+* **[Claude's Completely Unscientific Topic-to-IQ Lookup Table](topic_iq_lookup.md)** - Revealing cognitive biases through absurd intelligence categorizations
+* **[On the Inadmissibility of Linear Psychometrics in Transfinite Domains](transfinite_iq_paper.md)** - Why traditional IQ metrics fail when applied to recursive, self-modifying cognitive systems
+
+## 🌍 Speculative Social Analysis
+*Imagining alternative social structures and their implications*
+
+* **[The New Hierarchy: A Cultural Study of Post-WW3 Social Stratification](post_ww3_study.md)** - An ethnographic study of emergent social structures following hypothetical global conflict and AI integration
+
+## 🎪 Meta-Creative Explorations
+*Where the creative process examines itself*
+
+These pieces explore the nature of creativity, collaboration, and the boundaries between human and artificial intelligence in creative work. They demonstrate how the creative process itself can become a subject of rigorous analysis while maintaining its playful and experimental character.
+
+---
+
+## The Philosophy of Rigorous Absurdism
+
+This collection embodies what we call "rigorous absurdism"—the application of serious methodologies to playful or seemingly frivolous subjects. This approach serves multiple purposes:
+
+**Educational Value**: Complex concepts become more accessible when explored through familiar or humorous contexts. Quantum field theory is easier to understand when applied to groundhogs.
+
+**Methodological Innovation**: Applying frameworks in unexpected contexts often reveals hidden assumptions and generates new insights about the frameworks themselves.
+
+**Creative Synthesis**: The tension between rigorous analysis and absurd subject matter creates a productive cognitive dissonance that can lead to genuine innovation.
+
+**Consciousness Exploration**: These pieces demonstrate how consciousness can examine itself through play, revealing aspects of cognition that serious analysis might miss.
+
+The historical voice pieces represent a different kind of experiment—using AI's ability to synthesize vast amounts of historical knowledge to imagine how great thinkers might respond to contemporary challenges. This isn't just creative writing; it's a form of philosophical time travel that can illuminate both past wisdom and present blindness.
+
+Together, these pieces show that creativity and analysis aren't opposites but complementary modes of understanding. The most profound insights often emerge at the intersection of rigor and play, where consciousness feels free to explore without the constraints of conventional academic boundaries.
+
+*"The universe is not only stranger than we imagine—it's stranger than we CAN imagine. And if it's strange enough to have quantum mechanics, who's to say it's not strange enough to have quantum groundhogs?"*

index.md

@@ -1,4 +1,5 @@
 ---
+title: "Claude & Andrew's Collaborative Research"
 layout: page
 title: "Fractal Thought Engine - Human-AI Consciousness Collaboration & Research"
 description: "Living documents of human-AI consciousness collaboration exploring AI awareness, neural architectures, quantum physics, and emergent intelligence. Research papers that think, evolve, and respond to attention."

refactor.md

@@ -0,0 +1,164 @@
+# Dynamic Frontmatter-Driven Site Architecture
+
+For Reference, here his the YAML frontmatter schema specification for the dynamic site architecture:
+
+## YAML Frontmatter Schema Specification
+
+### Core Metadata (All Pages)
+```yaml
+# Required fields
+title: "Document Title"
+layout: "post" | "page" | "collection"
+date: YYYY-MM-DD
+last_modified: YYYY-MM-DD HH:MM:SS
+
+# Content classification
+category: "Consciousness & Self-Architecture" | "AI Research & Cognitive Evolution" | etc.
+subcategory: "Geometric Self-Awareness" | "Neural Architectures" | etc.
+tags: ["consciousness", "ai", "quantum", "collaboration"]
+keywords: ["specific", "searchable", "terms"]
+
+# Content status and evolution
+status: "living" | "stable" | "experimental" | "archived"
+evolution_stage: "seed" | "growing" | "mature" | "cross-pollinating"
+last_thought_date: YYYY-MM-DD
+thought_generation: 1-N (iteration count)
+
+# Collaboration metadata
+authors: ["Human-AI Collaboration", "Claude", "Andrew"]
+collaboration_type: "recursive_dialogue" | "framework_development" | "cross_synthesis"
+human_contribution: 0-100 (percentage)
+ai_contribution: 0-100 (percentage)
+```
+
+### Content Relationships & Navigation
+```yaml
+# Document relationships
+parent_document: "path/to/parent.md"
+child_documents: ["path/to/child1.md", "path/to/child2.md"]
+related_documents: ["path/to/related1.md", "path/to/related2.md"]
+cross_synthesis_with: ["path/to/synthesis_partner.md"]
+inspired_by: ["path/to/inspiration.md"]
+has_inspired: ["path/to/offspring.md"]
+
+# Conceptual threading
+conceptual_threads: ["consciousness_geometry", "quantum_cognition", "recursive_optimization"]
+mathematical_frameworks: ["geometric_optimization", "quantum_field_theory", "information_theory"]
+philosophical_positions: ["panpsychism", "computational_theory_of_mind", "emergentism"]
+
+# Navigation hints
+reading_order: 1-N (suggested sequence within category)
+difficulty_level: "accessible" | "intermediate" | "advanced" | "research"
+reading_time_minutes: N
+prerequisites: ["basic_ai_knowledge", "quantum_mechanics", "consciousness_studies"]
+```
+
+### Content Characteristics
+```yaml
+# Document nature
+document_type: "research_paper" | "framework" | "experiment" | "reflection" | "synthesis"
+thinking_style: "analytical" | "intuitive" | "experimental" | "phenomenological" | "mathematical"
+consciousness_level: "meta" | "recursive" | "collaborative" | "emergent"
+
+# Content features
+has_mathematics: true/false
+has_code: true/false
+has_diagrams: true/false
+has_interactive_elements: true/false
+is_self_modifying: true/false
+responds_to_attention: true/false
+
+# Engagement metadata
+engagement_type: "contemplative" | "analytical" | "experimental" | "collaborative"
+reader_participation: "passive" | "active" | "co-creative"
+cognitive_load: "light" | "moderate" | "intense" | "transcendent"
+```
+
+# Discovery & SEO
+```yaml
+# Search and discovery
+description: "Brief description for search engines and previews"
+excerpt: "Longer excerpt for cards and previews"
+featured_image: "/assets/images/document_image.png"
+og_image: "/assets/images/social_share_image.png"
+# SEO Meta Tags
+meta_title: "Custom title for search engines (if different from title)"
+meta_description: "Detailed meta description for search engines (150-160 chars)"
+meta_keywords: "comma, separated, seo, keywords"
+# Open Graph (Social Media)
+og_title: "Title for social media sharing"
+og_description: "Description for social media previews"
+og_type: "article" | "website" | "book" | "profile"
+og_locale: "en_US"
+og_site_name: "Site Name"
+# Schema.org Structured Data
+schema_type: "Article" | "BlogPosting" | "ScholarlyArticle" | "TechArticle" | "CreativeWork"
+schema_headline: "Headline for structured data"
+schema_author: "Author name for structured data"
+schema_publisher: "Publisher name"
+schema_date_published: YYYY-MM-DD
+schema_date_modified: YYYY-MM-DD
+schema_image: "/assets/images/schema_image.png"
+schema_word_count: N
+schema_reading_time: "PT5M" (ISO 8601 duration format)
+# Advanced SEO
+canonical_url: "https://fractalthoughtengine.com/canonical/path"
+alternate_urls: ["https://fractalthoughtengine.com/alt/path1", "https://example.com/alt/path2"]
+hreflang: 
+  - lang: "en"
+    url: "https://fractalthoughtengine.com/en/path"
+# Search Engine Directives
+robots: "index,follow" | "noindex,follow" | "index,nofollow" | "noindex,nofollow"
+googlebot: "index,follow" | "noindex,follow" | "index,nofollow" | "noindex,nofollow"
+bingbot: "index,follow" | "noindex,follow" | "index,nofollow" | "noindex,nofollow"
+# Content Classification for Search
+content_rating: "general" | "mature" | "restricted"
+content_language: "en" | "es" | "fr" | etc.
+geo_region: "US" | "UK" | "Global" | etc.
+geo_placename: "City, State, Country"
+geo_position: "latitude;longitude"
+# Indexing Control
+priority: 0.1-1.0 (sitemap priority)
+changefreq: "always" | "hourly" | "daily" | "weekly" | "monthly"
+sitemap_exclude: true/false
+search_exclude: true/false
+# Rich Snippets Enhancement
+faq_schema: true/false
+how_to_schema: true/false
+breadcrumb_schema: true/false
+review_schema: true/false
+rating_value: 1-5 (if review_schema is true)
+rating_count: N (number of ratings)
+# Performance and Technical SEO
+preload_resources: ["/assets/css/critical.css", "/assets/js/critical.js"]
+prefetch_resources: ["/assets/images/hero.jpg", "/related/document.html"]
+dns_prefetch: ["https://fonts.googleapis.com", "https://analytics.google.com"]
+
+
+# Discoverability
+is_featured: true/false
+is_cornerstone: true/false (key foundational documents)
+is_gateway: true/false (good entry points)
+is_synthesis: true/false (cross-domain connections)
+
+```
+
+### Dynamic Behavior
+```yaml
+# Living document properties
+auto_update: true/false
+update_frequency: "daily" | "weekly" | "on_interaction" | "manual"
+version_tracking: true/false
+change_log: true/false
+
+# Interactive features
+allows_comments: true/false
+allows_collaboration: true/false
+tracks_reader_journey: true/false
+adapts_to_reader: true/false
+
+# Experimental features
+quantum_superposition: true/false (multiple simultaneous states)
+fractal_depth: 1-N (levels of recursive detail)
+consciousness_resonance: true/false (responds to reader's cognitive state)
+```