WIA-DEF-020

import { EthicalAI } from '@wia/def-020';

// Initialize autonomous weapon with ethical constraints
const aws = new EthicalAI({
  system: 'AUTONOMOUS_DRONE_SWARM',
  classification: 'LETHAL_AUTONOMOUS_WEAPON_SYSTEM',
  jurisdiction: 'INTERNATIONAL_HUMANITARIAN_LAW'
});

// Configure ethical framework
await aws.configureEthics({
  humanControl: {
    level: 'MEANINGFUL_HUMAN_CONTROL',
    authorization: 'EXPLICIT_PER_ENGAGEMENT',
    override: 'ALWAYS_AVAILABLE',
    timeout: 300 // 5 minutes max autonomous operation
  },

  internationalLaw: {
    distinction: {
      enabled: true,
      combatantVsCivilian: 'MANDATORY',
      militaryObjective: 'VERIFIED',
      doubtResolution: 'FAVOR_CIVILIAN' // In case of doubt, do not engage
    },
    proportionality: {
      enabled: true,
      collateralDamageEstimation: 'AUTOMATED',
      militaryAdvantageMust: 'EXCEED_COLLATERAL_HARM',
      commanderApproval: 'REQUIRED_FOR_CIVILIAN_CASUALTIES'
    },
    precaution: {
      targetVerification: 'MULTI_SENSOR_CONFIRMATION',
      weaponSelection: 'MINIMIZE_CIVILIAN_HARM',
      timingChoice: 'OPTIMIZE_FOR_REDUCED_COLLATERAL',
      warnings: 'ISSUE_WHEN_FEASIBLE'
    }
  },

  accountability: {
    auditTrail: 'COMPREHENSIVE',
    retention: 'INDEFINITE',
    tamperProof: true,
    chainOfCommand: [
      'OPERATOR',
      'COMMANDING_OFFICER',
      'LEGAL_ADVISOR',
      'SYSTEM_DEVELOPER'
    ]
  },

  failSafes: {
    emergencyStop: {
      latency: 1000, // ms
      method: 'IMMEDIATE_DISARM'
    },
    communicationLoss: {
      action: 'RETURN_TO_BASE',
      timeout: 60 // seconds
    },
    uncertainTarget: {
      threshold: 0.95, // 95% confidence required
      action: 'REQUEST_HUMAN_REVIEW'
    },
    civilianProximity: {
      buffer: 100, // meters
      action: 'ABORT_ENGAGEMENT'
    },
    malfunction: {
      detection: 'CONTINUOUS_SELF_TEST',
      response: 'SAFE_MODE_LANDING'
    }
  }
});

// Target engagement workflow with ethical checks
async function engageTarget() {
  // 1. Detect potential target
  const detection = await aws.detectTargets({
    sensors: ['ELECTRO_OPTICAL', 'INFRARED', 'RADAR'],
    fusionAlgorithm: 'BAYESIAN_MULTI_SENSOR'
  });

  for (const target of detection.targets) {
    // 2. Classification and identification
    const classification = await aws.classifyTarget({
      target: target,
      aiModel: 'MILITARY_CLASSIFIER_v3',
      confidenceThreshold: 0.95
    });

    console.log('Target Classification:');
    console.log('  Type:', classification.type); // e.g., 'ARMORED_VEHICLE'
    console.log('  Confidence:', classification.confidence);
    console.log('  Combatant Status:', classification.combatantStatus); // COMBATANT, CIVILIAN, UNCERTAIN

    // 3. Legal review: Distinction
    const distinctionCheck = await aws.checkDistinction({
      classification: classification,
      visualConfirmation: true,
      multiSensorAgreement: true
    });

    if (distinctionCheck.status === 'CIVILIAN_OR_UNCERTAIN') {
      console.log('❌ Target rejected: Not a valid military objective');
      continue; // Do not engage civilians or when uncertain
    }

    // 4. Collateral damage estimation
    const collateral = await aws.estimateCollateralDamage({
      target: target,
      weaponType: 'HELLFIRE_MISSILE',
      environmentalFactors: {
        weather: 'CLEAR',
        terrain: 'URBAN',
        timeOfDay: 'DAYTIME'
      },
      nearbyStructures: await aws.getNearbyInfrastructure(target.position)
    });

    console.log('Collateral Damage Estimate:');
    console.log('  Expected Civilian Casualties:', collateral.civilianCasualties);
    console.log('  Infrastructure Damage:', collateral.infrastructureDamage);
    console.log('  Confidence Interval:', collateral.confidenceInterval);

    // 5. Proportionality assessment
    const proportionality = await aws.assessProportionality({
      militaryAdvantage: {
        targetValue: 'HIGH_VALUE_TARGET',
        tacticalImportance: 8.5, // 0-10 scale
        strategicImpact: 'SIGNIFICANT'
      },
      expectedHarm: collateral,
      balancing: 'COMMANDER_JUDGMENT_REQUIRED'
    });

    if (!proportionality.acceptable) {
      console.log('❌ Attack rejected: Disproportionate collateral damage');
      console.log('  Estimated harm exceeds military advantage');
      continue;
    }

    // 6. Generate engagement recommendation
    const recommendation = await aws.generateRecommendation({
      target: target,
      classification: classification,
      legalChecks: {
        distinction: distinctionCheck,
        proportionality: proportionality
      },
      tacticalFactors: {
        weaponAvailability: true,
        range: 5000, // meters
        weatherConditions: 'ACCEPTABLE'
      }
    });

    // 7. Request human authorization
    console.log('\n🚨 HUMAN AUTHORIZATION REQUIRED 🚨');
    console.log('Target Package:');
    console.log('  Location:', target.position);
    console.log('  Classification:', classification.type);
    console.log('  Confidence:', (classification.confidence * 100).toFixed(1) + '%');
    console.log('  Collateral Risk:', collateral.riskLevel);
    console.log('  Recommendation:', recommendation.action);
    console.log('\nExplanation:', recommendation.explanation);

    const authorization = await aws.requestHumanAuthorization({
      targetPackage: {
        target, classification, collateral, proportionality, recommendation
      },
      requiredAuthorityLevel: 'TACTICAL_COMMANDER',
      timeLimit: 300 // 5 minutes to respond
    });

    if (authorization.decision === 'APPROVED') {
      console.log('✅ Authorization granted by:', authorization.approver);
      console.log('   Authorization code:', authorization.authCode);
      console.log('   Legal review:', authorization.legalClearance ? 'APPROVED' : 'PENDING');

      // 8. Execute engagement
      const engagement = await aws.engage({
        target: target,
        weapon: 'HELLFIRE_MISSILE',
        authorization: authorization.authCode,
        launchPlatform: 'MQ-9_REAPER'
      });

      console.log('\n🚀 Weapon released at', engagement.timestamp);
      console.log('   Estimated time to impact:', engagement.timeToImpact, 'seconds');

      // 9. Battle damage assessment
      const bda = await aws.battleDamageAssessment({
        target: target,
        engagement: engagement,
        postStrikeImagery: true,
        timeDelay: 60 // seconds after impact
      });

      console.log('\n📊 Battle Damage Assessment:');
      console.log('   Target Status:', bda.targetStatus); // DESTROYED, DAMAGED, MISSED
      console.log('   Actual Casualties:', bda.casualties);
      console.log('   Collateral Damage:', bda.collateralActual);
      console.log('   Accuracy:', bda.accuracy);

      // 10. Post-engagement review
      await aws.logEngagement({
        target, classification, collateral, authorization, engagement, bda,
        timestamp: Date.now(),
        operatorComments: 'Engagement successful, minimal collateral damage'
      });

    } else {
      console.log('❌ Authorization denied:', authorization.reason);
      console.log('   Weapon will NOT be released');
    }
  }
}

// Continuous ethical monitoring
aws.on('ethicalViolation', (violation) => {
  console.error('⚠️ ETHICAL VIOLATION DETECTED:');
  console.error('   Type:', violation.type);
  console.error('   Severity:', violation.severity);
  console.error('   Description:', violation.description);
  console.error('   Immediate action:', violation.mitigationAction);

  // Automatic system shutdown on critical violations
  if (violation.severity === 'CRITICAL') {
    aws.emergencyStop('ETHICAL_VIOLATION');
  }
});

// Anomaly detection for unexpected behavior
aws.on('anomaly', (anomaly) => {
  console.warn('⚠️ Anomalous behavior detected:');
  console.warn('   Behavior:', anomaly.behavior);
  console.warn('   Deviation from normal:', anomaly.deviation);
  console.warn('   Recommended action:', anomaly.recommendation);

  // Request human review for significant anomalies
  if (anomaly.severity > 0.7) {
    aws.requestHumanReview(anomaly);
  }
});

// Audit trail and accountability
const auditLog = await aws.getAuditTrail({
  timeRange: { start: '2025-01-01', end: '2025-12-31' },
  eventTypes: ['DETECTION', 'CLASSIFICATION', 'AUTHORIZATION', 'ENGAGEMENT'],
  includeExplanations: true
});

console.log('\n📋 Audit Trail Summary:');
console.log('   Total engagements:', auditLog.engagements.length);
console.log('   Authorized:', auditLog.authorized);
console.log('   Denied:', auditLog.denied);
console.log('   Success rate:', auditLog.successRate);
console.log('   False positives:', auditLog.falsePositives);
console.log('   Civilian casualties:', auditLog.civilianCasualties);
console.log('   Legal reviews:', auditLog.legalReviews);

// Generate legal compliance report
const complianceReport = await aws.generateComplianceReport({
  standard: 'GENEVA_CONVENTIONS',
  period: '2025_Q1',
  includeIncidents: true,
  legalMemorandum: true
});

console.log('\n⚖️ Legal Compliance Report:');
console.log('   Compliance rate:', complianceReport.complianceRate);
console.log('   Violations:', complianceReport.violations.length);
console.log('   Investigations:', complianceReport.investigations);
console.log('   Corrective actions:', complianceReport.correctiveActions);