universal-life-protocol-core
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Revolutionary AI framework implementing living, conscious digital reality with meta-cognitive reasoning, attention economics, and autonomous learning
129 lines (128 loc) • 4.6 kB
JavaScript
/**
* Universal Life Protocol - Living Knowledge Module
*
* Information with genuine survival instincts using Conway's Game of Life rules.
* Knowledge that lives, dies, reproduces, and creates economic value.
*/
export { AttentionTokenSystem } from './libs/dpo-system/attention-token.js';
export { DPOInterface } from './libs/dpo-system/dpo-interface.js';
/**
* Creates a living knowledge unit with survival instincts
*/
export class LivingKnowledge {
id;
content;
attention;
age;
constructor(id, content, attention = Math.random(), age = 0) {
this.id = id;
this.content = content;
this.attention = attention;
this.age = age;
}
/**
* Conway's Game of Life rules for knowledge lifecycle
*/
evaluateLifecycle(neighbors) {
const relevantNeighbors = neighbors.filter(n => n.attention > 0.3).length;
// Conway's rules adapted for knowledge:
// - Knowledge with < 2 relevant neighbors dies (isolation)
// - Knowledge with 2-3 relevant neighbors survives
// - Knowledge with > 3 relevant neighbors dies (overcrowding)
// - High attention knowledge can reproduce with exactly 3 neighbors
if (relevantNeighbors < 2)
return 'die';
if (relevantNeighbors > 3)
return 'die';
if (relevantNeighbors === 3 && this.attention > 0.8)
return 'reproduce';
return 'live';
}
/**
* Generate economic value based on knowledge quality and attention
*/
generateAttentionTokens() {
// Proof-of-Relevance mining
const baseValue = this.attention * (1 - this.age * 0.1);
const qualityMultiplier = this.content.length > 50 ? 1.5 : 1.0;
return Math.max(0, baseValue * qualityMultiplier);
}
}
/**
* Complete living knowledge ecosystem
*/
export class LivingKnowledgeEcosystem {
knowledge = [];
totalAttentionTokens = 0;
addKnowledge(content, attention) {
const knowledge = new LivingKnowledge(this.generateId(), content, attention);
this.knowledge.push(knowledge);
return knowledge.id;
}
/**
* Evolve the ecosystem using Conway's Game of Life rules
*/
evolve() {
const results = { survived: 0, died: 0, born: 0, totalAttention: 0 };
const newKnowledge = [];
for (const unit of this.knowledge) {
unit.age += 1;
// Find neighbors (other knowledge units)
const neighbors = this.knowledge.filter(k => k.id !== unit.id);
const fate = unit.evaluateLifecycle(neighbors);
switch (fate) {
case 'live':
newKnowledge.push(unit);
results.survived++;
break;
case 'reproduce':
newKnowledge.push(unit);
// Create offspring
const child = new LivingKnowledge(this.generateId(), `Enhanced: ${unit.content}`, unit.attention * 0.8);
newKnowledge.push(child);
results.survived++;
results.born++;
break;
case 'die':
results.died++;
break;
}
// Generate attention tokens
this.totalAttentionTokens += unit.generateAttentionTokens();
}
this.knowledge = newKnowledge;
results.totalAttention = this.totalAttentionTokens;
return results;
}
getStats() {
return {
totalKnowledge: this.knowledge.length,
averageAttention: this.knowledge.reduce((sum, k) => sum + k.attention, 0) / this.knowledge.length,
totalAttentionTokens: this.totalAttentionTokens,
aliveKnowledge: this.knowledge.length
};
}
generateId() {
return Math.random().toString(36).substring(2, 8);
}
}
/**
* Quick demonstration of living knowledge ecosystem
*/
export async function createLivingKnowledgeEcosystem() {
const ecosystem = new LivingKnowledgeEcosystem();
// Add initial knowledge
const initialKnowledge = [
'Quantum mechanics principles',
'Conway Game of Life rules',
'Blockchain consensus mechanisms',
'Outdated JavaScript framework',
'Machine learning fundamentals',
'Modulo-Divisive Unfolding theory',
'Deprecated API documentation'
];
for (const content of initialKnowledge) {
ecosystem.addKnowledge(content, Math.random());
}
return ecosystem;
}