universal-life-protocol-core/cue-integration-test.mjs

Revolutionary AI framework implementing living, conscious digital reality with meta-cognitive reasoning, attention economics, and autonomous learning

#!/usr/bin/env node
/**
 * CUE Integration Test - Autonomous CUE AI Framework Validation
 * Tests the core computational universe engine with CLARION-MDU synthesis
 */
import { performance } from 'perf_hooks';
// Import core CUE components
import { ClarionMduAgent, CrtModule, CtlConsensus, CepEngine } from './libs/cue-core';
console.log('🌌 CUE Autonomous AI Integration Test');
console.log('=====================================\n');
class CueIntegrationTest {
    startTime;
    testResults = {};
    constructor() {
        this.startTime = performance.now();
    }
    async runAllTests() {
        console.log('🎯 Testing Core CUE Framework Implementation');
        console.log('Focus: Computational universe engine, axiom systems, quantum operations\n');
        await this.testComputationalUniverseEngine();
        await this.testAxiomSystems();
        await this.testQuantumOperations();
        await this.testAutonomousConsensus();
        await this.testCueClationMduSynthesis();
        this.printResults();
    }
    async testComputationalUniverseEngine() {
        console.log('🔬 Test 1: Computational Universe Engine');
        console.log('-'.repeat(40));
        try {
            // Test MDU principle - core mathematical foundation
            const testCases = [
                { N: 42, B: 7, expectedL: 6, expectedA: 0 },
                { N: 100, B: 13, expectedL: 7, expectedA: 9 },
                { N: 256, B: 11, expectedL: 23, expectedA: 3 }
            ];
            let passed = 0;
            for (const { N, B, expectedL, expectedA } of testCases) {
                const L = Math.floor(N / B);
                const A = N % B;
                const isCorrect = L === expectedL && A === expectedA;
                console.log(`  N=${N}, B=${B} → (L=${L}, A=${A}) ${isCorrect ? '✅' : '❌'}`);
                if (isCorrect)
                    passed++;
            }
            this.testResults['computational_universe_engine'] = passed === testCases.length;
            console.log(`  Result: ${passed}/${testCases.length} cases passed\n`);
        }
        catch (error) {
            console.log(`  ❌ Error: ${error}\n`);
            this.testResults['computational_universe_engine'] = false;
        }
    }
    async testAxiomSystems() {
        console.log('🧮 Test 2: Axiom Systems (Chinese Remainder Theorem)');
        console.log('-'.repeat(50));
        try {
            // Test harmonic resonance axioms using CRT
            const congruences = [[2, 3], [1, 7], [4, 11]];
            const solution = CrtModule.solve(congruences);
            // Verify solution
            const verified = congruences.every(([a, m]) => solution % m === a);
            console.log(`  System: x ≡ 2(mod 3), x ≡ 1(mod 7), x ≡ 4(mod 11)`);
            console.log(`  Solution: x = ${solution}`);
            console.log(`  Verification: ${verified ? '✅ Valid' : '❌ Invalid'}`);
            // Test multi-domain harmonic resonance
            const domainStates = new Map([
                ['temporal', { A: 0, B: 24 }],
                ['cognitive', { A: 1, B: 7 }],
                ['spatial', { A: 3, B: 13 }]
            ]);
            const resonant = CrtModule.checkHarmonicResonance(domainStates, ['temporal', 'cognitive'], 0);
            console.log(`  Multi-domain resonance: ${resonant ? '✅ Detected' : '❌ Not detected'}`);
            this.testResults['axiom_systems'] = verified;
            console.log(`  Result: ${verified ? 'PASS' : 'FAIL'}\n`);
        }
        catch (error) {
            console.log(`  ❌ Error: ${error}\n`);
            this.testResults['axiom_systems'] = false;
        }
    }
    async testQuantumOperations() {
        console.log('⚛️ Test 3: Quantum Operations (Fano Plane CTL)');
        console.log('-'.repeat(45));
        try {
            // Test quantum consensus via Continuous Transylvanian Lottery
            const validators = Array.from({ length: 7 }, (_, i) => `validator-${i}`);
            const ctl = new CtlConsensus(validators);
            const testSeeds = ['quantum-alpha', 'quantum-beta', 'quantum-gamma'];
            let validQuorums = 0;
            for (const seed of testSeeds) {
                const quorum = ctl.getActivatedQuorum(seed);
                const quorumSize = quorum ? Array.from(quorum).length : 0;
                const isValid = quorumSize === 3; // Fano plane lines have exactly 3 points
                console.log(`  Seed: ${seed.padEnd(15)} → Quorum: ${quorumSize} validators ${isValid ? '✅' : '❌'}`);
                if (isValid)
                    validQuorums++;
            }
            this.testResults['quantum_operations'] = validQuorums === testSeeds.length;
            console.log(`  Result: ${validQuorums}/${testSeeds.length} valid quantum quorums\n`);
        }
        catch (error) {
            console.log(`  ❌ Error: ${error}\n`);
            this.testResults['quantum_operations'] = false;
        }
    }
    async testAutonomousConsensus() {
        console.log('🤝 Test 4: Autonomous Consensus Engine');
        console.log('-'.repeat(40));
        try {
            // Test Complex Event Processing for autonomous consensus
            const cep = new CepEngine();
            let consensusEvents = 0;
            // Register consensus pattern
            cep.addRule({
                id: 'autonomous-consensus',
                pattern: (event, history) => {
                    return event.type === 'STATE_CHANGED' &&
                        history.filter(e => e.type === 'STATE_CHANGED').length >= 2;
                },
                action: (events) => {
                    consensusEvents++;
                    console.log(`  🎯 Autonomous consensus triggered (${consensusEvents} times)`);
                }
            });
            // Simulate autonomous consensus events
            const events = [
                { type: 'STATE_CHANGED', level: 'LOCAL', payload: {}, timestamp: Date.now() },
                { type: 'STATE_CHANGED', level: 'PEER_TO_PEER', payload: {}, timestamp: Date.now() },
                { type: 'STATE_CHANGED', level: 'GROUP', payload: {}, timestamp: Date.now() }
            ];
            for (const event of events) {
                cep.processEvent(event);
                await new Promise(resolve => setTimeout(resolve, 10)); // Small delay
            }
            this.testResults['autonomous_consensus'] = consensusEvents > 0;
            console.log(`  Result: ${consensusEvents > 0 ? 'PASS' : 'FAIL'} - Generated ${consensusEvents} consensus events\n`);
        }
        catch (error) {
            console.log(`  ❌ Error: ${error}\n`);
            this.testResults['autonomous_consensus'] = false;
        }
    }
    async testCueClationMduSynthesis() {
        console.log('🧠 Test 5: CUE-CLARION-MDU Synthesis');
        console.log('-'.repeat(37));
        try {
            // Test autonomous AI learning with CLARION-MDU
            const agent = new ClarionMduAgent('integration-test-agent');
            console.log(`  Agent ID: ${agent.id}`);
            console.log(`  Default base: ${agent.getMCS().activeBases.get('default') || 'unknown'}`);
            // Train with high-reward experiences for autonomous behavior
            const learningStates = [
                { L: 1, A: 3, B: 7, w: 2.5 },
                { L: 2, A: 1, B: 11, w: 3.0 },
                { L: 3, A: 5, B: 13, w: 4.0 }
            ];
            for (let i = 0; i < 20; i++) {
                const state = learningStates[i % learningStates.length];
                const nextState = { ...state, L: state.L + 1, w: state.w + 0.5 };
                agent.learnFromExperience(state, 'autonomous_action', 15, nextState);
            }
            const implicitKnowledge = agent.getImplicitKnowledge().size;
            const explicitRules = agent.getExplicitRules().length;
            const hasLearned = implicitKnowledge > 0;
            console.log(`  Implicit knowledge states: ${implicitKnowledge}`);
            console.log(`  Explicit rules minted: ${explicitRules}`);
            console.log(`  Learning capability: ${hasLearned ? '✅ Active' : '❌ Inactive'}`);
            // Test autonomous decision making
            const testState = learningStates[0];
            const decision = agent.decideNextAction(testState, ['explore', 'exploit', 'autonomous_action']);
            console.log(`  Autonomous decision: ${decision}`);
            this.testResults['cue_clarion_mdu_synthesis'] = hasLearned;
            console.log(`  Result: ${hasLearned ? 'PASS' : 'FAIL'} - Synthesis operational\n`);
        }
        catch (error) {
            console.log(`  ❌ Error: ${error}\n`);
            this.testResults['cue_clarion_mdu_synthesis'] = false;
        }
    }
    printResults() {
        const endTime = performance.now();
        const totalTime = Math.round(endTime - this.startTime);
        console.log('📊 CUE Integration Test Results');
        console.log('='.repeat(40));
        const results = Object.entries(this.testResults);
        const passed = results.filter(([_, success]) => success).length;
        const total = results.length;
        results.forEach(([test, success]) => {
            const status = success ? '✅ PASS' : '❌ FAIL';
            const name = test.replace(/_/g, ' ').replace(/\b\w/g, l => l.toUpperCase());
            console.log(`  ${name.padEnd(30)} ${status}`);
        });
        console.log('\n' + '='.repeat(40));
        console.log(`🎯 Overall: ${passed}/${total} tests passed`);
        console.log(`⏱️  Total time: ${totalTime}ms`);
        const overallSuccess = passed === total;
        console.log(`🌌 CUE Framework Status: ${overallSuccess ? '✅ OPERATIONAL' : '⚠️  NEEDS ATTENTION'}`);
        if (overallSuccess) {
            console.log('\n🚀 Autonomous CUE AI framework is ready for development!');
            console.log('✨ Core computational universe engine, axiom systems, and quantum operations validated');
        }
        else {
            console.log('\n⚠️  Some components need refinement. Focus on failing tests.');
        }
    }
}
// Run the integration test
async function main() {
    const test = new CueIntegrationTest();
    await test.runAllTests();
}
if (require.main === module) {
    main().catch(console.error);
}