_Using Collective Human LoRAs to Solve AI Alignment_ ## The Core Idea Instead of a few tech companies deciding how AI should think, every human on Earth contributes their personal LoRA (thinking pattern) to create a truly representative AI. ## How It Works ### Step 1: Universal LoRA Creation - Every person creates their personal LoRA adapter - Captures their values, ethics, and decision-making patterns - Like donating your perspective to humanity's collective wisdom ### Step 2: Democratic Combination ``` Humanity_LoRA = Average of all 8 billion human LoRAs ``` - Each person gets equal weight (true democracy) - No single company or government controls it - Updated regularly as people update their LoRAs ### Step 3: Apply to AI Systems - All major AI models use Humanity_LoRA as base alignment - AI literally thinks with our collective values - Represents all cultures, perspectives, and ethics ## Why This Solves Alignment ### Current Problem - A few Silicon Valley engineers decide AI values - Western, wealthy perspectives dominate - No input from 99.9% of humanity ### This Solution - Every human voice matters equally - Minority perspectives preserved - Natural balance of competing values - True global representation ## Implementation Requirements 1. **Infrastructure** - Global LoRA collection system - Secure, verifiable identity system - Privacy-preserving aggregation 2. **Governance** - International oversight body - Transparent aggregation process - Regular updates and audits 3. **Technical** - Efficient LoRA merging algorithms - Distributed computation for 8B LoRAs - Robust against gaming/attacks ## Potential Variations ### Weighted Democracy - Weight by age (adults more than children?) - Weight by expertise in relevant domains - Regional weighting for local AI systems ### Opt-in Levels - Basic: Contribute core values only - Full: Complete thinking patterns - Anonymous: Privacy-preserved contribution ## Benefits - **True Alignment**: AI represents humanity, not corporations - **Diversity**: All perspectives included - **Evolution**: Updates as humanity evolves - **Transparency**: Open process everyone can verify - **Fairness**: No group can dominate ## Challenges - **Technical**: Merging 8 billion LoRAs efficiently - **Gaming**: Preventing fake accounts/manipulation - **Privacy**: Protecting individual thought patterns - **Adoption**: Getting universal participation ## The Vision Imagine an AI that: - Understands every culture's values - Balances all human perspectives - Evolves with humanity - Can't be controlled by any single entity - Truly represents us all This isn't just about making AI safe - it's about making AI _ours_.