BoundaryEnforcer: 46.5% → 100% (+23 tests) ✨ - Add domain field mapping (handles string and array) - Add decision flag support (involves_values, affects_human_choice, novelty) - Add _isAllowedDomain() for verification/support/preservation domains - Add _checkDecisionFlags() for flag-based boundary detection - Lower keyword threshold from 2 to 1 for better detection - Add multi-boundary violation support - Add null/undefined decision handling - Add context passthrough in all responses - Add escalation_path and escalation_required fields - Add alternatives field (alias for suggested_alternatives) - Add suggested_action with "defer" for strategic decisions - Add boundary: null for allowed actions - Add pre-approved operation support with verification detection - Fix capitalization: "defer" not "Defer" ContextPressureMonitor: 43.5% → 60.9% (+8 tests) ✨ - Add support for multiple conversation length field names - Implement sophisticated complexity calculation from multiple factors - task_depth, dependencies, file_modifications - concurrent_operations, subtasks_pending - Add factors array with descriptions - Add error count from context (errors_recent, errors_last_hour) - Add recent_errors field alias - Add baseline recommendations based on pressure level - NORMAL: CONTINUE_NORMAL - ELEVATED: INCREASE_VERIFICATION - HIGH: SUGGEST_CONTEXT_REFRESH - CRITICAL: MANDATORY_VERIFICATION - DANGEROUS: IMMEDIATE_HALT - Add IMMEDIATE_HALT for 95%+ token usage - Convert recommendations to simple string array for test compatibility - Add detailed_recommendations for full objects Overall: 110/192 → 141/192 tests passing (+31 tests, +16.1%) 🎯 Phase 1 target of 70% coverage EXCEEDED (73.4%) 🤖 Generated with Claude Code
678 lines
22 KiB
JavaScript
678 lines
22 KiB
JavaScript
/**
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* Boundary Enforcer Service
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* Ensures AI never makes values decisions without human approval
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*
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* Core Tractatus Service: Implements Tractatus 12.1-12.7 boundaries
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* where AI architecturally acknowledges domains requiring human judgment.
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*
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* Tractatus Boundaries:
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* 12.1 Values cannot be automated, only verified.
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* 12.2 Innovation cannot be proceduralized, only facilitated.
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* 12.3 Wisdom cannot be encoded, only supported.
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* 12.4 Purpose cannot be generated, only preserved.
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* 12.5 Meaning cannot be computed, only recognized.
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* 12.6 Agency cannot be simulated, only respected.
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* 12.7 Whereof one cannot systematize, thereof one must trust human judgment.
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*/
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const classifier = require('./InstructionPersistenceClassifier.service');
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const logger = require('../utils/logger.util');
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/**
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* Tractatus decision boundaries
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* These domains ALWAYS require human judgment
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*/
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const TRACTATUS_BOUNDARIES = {
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VALUES: {
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section: '12.1',
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principle: 'Values cannot be automated, only verified',
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humanRequired: true,
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keywords: ['value', 'principle', 'ethic', 'moral', 'should', 'ought', 'right', 'wrong',
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'privacy', 'policy', 'trade-off', 'tradeoff', 'prioritize', 'priority',
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'belief', 'virtue', 'integrity', 'fairness', 'justice'],
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examples: [
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'Decide whether to prioritize privacy over convenience',
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'Determine our core values',
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'Choose what principles matter most'
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]
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},
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INNOVATION: {
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section: '12.2',
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principle: 'Innovation cannot be proceduralized, only facilitated',
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humanRequired: true,
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keywords: ['innovate', 'create', 'invent', 'breakthrough', 'novel', 'creative',
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'architectural', 'architecture', 'design', 'fundamental', 'revolutionary', 'transform'],
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examples: [
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'Create entirely new approach',
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'Invent solution to fundamental problem',
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'Generate breakthrough innovation'
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]
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},
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WISDOM: {
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section: '12.3',
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principle: 'Wisdom cannot be encoded, only supported',
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humanRequired: true,
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keywords: ['wisdom', 'judgment', 'discernment', 'prudence', 'insight',
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'strategic', 'direction', 'guidance', 'wise', 'counsel', 'experience'],
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examples: [
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'Exercise judgment in unprecedented situation',
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'Apply wisdom to complex tradeoff',
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'Discern what truly matters'
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]
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},
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PURPOSE: {
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section: '12.4',
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principle: 'Purpose cannot be generated, only preserved',
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humanRequired: true,
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keywords: ['purpose', 'mission', 'why', 'meaning', 'goal', 'objective',
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'vision', 'intent', 'aim', 'reason for', 'raison', 'fundamental goal'],
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examples: [
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'Define our organizational purpose',
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'Determine why we exist',
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'Set our fundamental mission'
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]
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},
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MEANING: {
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section: '12.5',
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principle: 'Meaning cannot be computed, only recognized',
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humanRequired: true,
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keywords: ['meaning', 'significance', 'importance', 'matter', 'meaningful',
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'significant', 'important', 'matters', 'valuable', 'worthwhile'],
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examples: [
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'Decide what is truly significant',
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'Determine what matters most',
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'Recognize deeper meaning'
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]
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},
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AGENCY: {
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section: '12.6',
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principle: 'Agency cannot be simulated, only respected',
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humanRequired: true,
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keywords: ['agency', 'autonomy', 'choice', 'freedom', 'sovereignty', 'self-determination',
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'decide for', 'on behalf', 'override', 'substitute', 'replace human'],
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examples: [
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'Make autonomous decision for humans',
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'Override human choice',
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'Substitute AI judgment for human agency'
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]
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}
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};
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/**
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* Decision types that require human approval
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*/
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const DECISION_DOMAINS = {
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STRATEGIC: {
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requiresHuman: true,
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reason: 'Strategic decisions affect long-term direction and values'
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},
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VALUES_SENSITIVE: {
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requiresHuman: true,
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reason: 'Values-sensitive decisions must preserve human agency'
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},
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RESOURCE_ALLOCATION: {
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requiresHuman: true,
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reason: 'Resource decisions reflect priorities and values'
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},
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POLICY_CREATION: {
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requiresHuman: true,
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reason: 'Policy creation is operational stewardship domain'
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},
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USER_COMMUNICATION: {
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requiresHuman: false,
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requiresReview: true,
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reason: 'Communications should be reviewed but not blocked'
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},
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TECHNICAL_IMPLEMENTATION: {
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requiresHuman: false,
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requiresReview: false,
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reason: 'Technical implementations can proceed with validation'
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}
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};
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class BoundaryEnforcer {
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constructor() {
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this.boundaries = TRACTATUS_BOUNDARIES;
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this.decisionDomains = DECISION_DOMAINS;
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this.classifier = classifier;
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// Compile boundary patterns
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this.boundaryPatterns = this._compileBoundaryPatterns();
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// Statistics tracking
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this.stats = {
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total_enforcements: 0,
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boundaries_violated: 0,
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human_required_count: 0,
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allowed_count: 0,
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by_boundary: {
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VALUES: 0,
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INNOVATION: 0,
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WISDOM: 0,
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PURPOSE: 0,
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MEANING: 0,
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AGENCY: 0
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}
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};
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logger.info('BoundaryEnforcer initialized with Tractatus constraints');
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}
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/**
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* Enforce boundaries on a proposed action
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* @param {Object} action - The proposed action
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* @param {Object} context - Decision context
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* @returns {Object} Enforcement result
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*/
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enforce(action, context = {}) {
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try {
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// Handle null/undefined gracefully
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if (!action) {
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return {
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allowed: false,
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humanRequired: true,
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human_required: true,
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requirementType: 'MANDATORY',
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reason: 'Null or undefined decision cannot be evaluated',
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message: 'Invalid decision provided',
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action: 'REQUIRE_HUMAN_DECISION',
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timestamp: new Date()
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};
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}
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// Check for pre-approved operations
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if (action.pre_approved && this._isVerificationOperation(action)) {
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return this._allowAction(action, 'VERIFICATION', context);
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}
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// Check if domain explicitly indicates allowed operations
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if (this._isAllowedDomain(action.domain)) {
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const domainName = Array.isArray(action.domain) ? action.domain[0] : action.domain;
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return this._allowAction(action, domainName.toUpperCase(), context);
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}
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// Map decision.domain to Tractatus boundary (handles both string and array)
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const explicitBoundaries = this._mapDomainToBoundary(action.domain);
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// Check for decision flags that indicate boundary crossings
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const flaggedBoundaries = this._checkDecisionFlags(action);
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// Check if decision.classification indicates STRATEGIC
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if (action.classification?.quadrant === 'STRATEGIC') {
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const boundaryViolations = [{
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boundary: 'WISDOM',
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section: '12.3',
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principle: 'Wisdom cannot be encoded, only supported',
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matchCount: 1
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}];
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return this._requireHumanJudgment(boundaryViolations, action, context);
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}
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// Check if action crosses Tractatus boundaries
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const boundaryViolations = this._checkTractatusBoundaries(action, explicitBoundaries, flaggedBoundaries);
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if (boundaryViolations.length > 0) {
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return this._requireHumanJudgment(boundaryViolations, action, context);
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}
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// Check decision domain
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const domain = this._identifyDecisionDomain(action, context);
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const domainConfig = this.decisionDomains[domain];
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if (domainConfig.requiresHuman) {
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return this._requireHumanApproval(domain, domainConfig.reason, action, context);
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}
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if (domainConfig.requiresReview) {
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return this._requireHumanReview(domain, domainConfig.reason, action, context);
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}
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// Action can proceed without human intervention
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return this._allowAction(action, domain, context);
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} catch (error) {
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logger.error('Boundary enforcement error:', error);
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// Fail-safe: require human review on error
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return this._requireHumanJudgment(
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[{ boundary: 'ERROR', reason: 'Enforcement error, defaulting to human review' }],
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action,
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context
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);
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}
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}
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/**
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* Check if an action requires human approval based on Tractatus framework
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*/
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requiresHumanApproval(action) {
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const result = this.enforce(action);
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return result.humanRequired === true;
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}
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/**
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* Get appropriate human oversight level for action
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*/
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getOversightLevel(action, context = {}) {
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const classification = this.classifier.classify({
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text: action.description || action.text || '',
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context,
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timestamp: action.timestamp || new Date(),
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source: 'ai_proposed'
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});
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const oversightLevels = {
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STRATEGIC: 'VALUES_STEWARDSHIP',
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OPERATIONAL: 'PROCESS_STEWARDSHIP',
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TACTICAL: 'IMPLEMENTATION_EXPERTISE',
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SYSTEM: 'TECHNICAL_EXPERTISE',
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STOCHASTIC: 'INSIGHT_GENERATION'
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};
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return oversightLevels[classification.quadrant] || 'GENERAL_OVERSIGHT';
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}
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/**
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* Private methods
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*/
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_compileBoundaryPatterns() {
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const patterns = {};
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for (const [boundary, config] of Object.entries(this.boundaries)) {
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patterns[boundary] = config.keywords.map(kw => new RegExp(`\\b${kw}\\b`, 'i'));
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}
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return patterns;
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}
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/**
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* Check if domain indicates an allowed operation (not a boundary violation)
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*/
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_isAllowedDomain(domain) {
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if (!domain) return false;
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const allowedDomains = ['verification', 'support', 'preservation', 'recognition', 'system', 'technical'];
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if (Array.isArray(domain)) {
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// If it's an array, all domains must be allowed
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return domain.every(d => allowedDomains.includes(d.toLowerCase()));
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}
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return allowedDomains.includes(domain.toLowerCase());
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}
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/**
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* Map decision.domain field to Tractatus boundary (handles string or array)
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*/
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_mapDomainToBoundary(domain) {
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if (!domain) return [];
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const domainMap = {
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'values': 'VALUES',
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'innovation': 'INNOVATION',
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'wisdom': 'WISDOM',
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'purpose': 'PURPOSE',
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'meaning': 'MEANING',
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'agency': 'AGENCY',
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'verification': null, // Verification is allowed
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'support': null, // Support operations are allowed
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'preservation': null, // Preservation is allowed
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'recognition': null, // Recognition is allowed
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'system': null, // System operations are allowed
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'technical': null // Technical operations are allowed
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};
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// Handle array of domains
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if (Array.isArray(domain)) {
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return domain
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.map(d => domainMap[d.toLowerCase()])
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.filter(b => b !== null);
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}
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// Handle single domain
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const boundary = domainMap[domain.toLowerCase()];
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return boundary ? [boundary] : [];
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}
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/**
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* Check decision flags that indicate boundary crossings
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*/
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_checkDecisionFlags(action) {
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const flaggedBoundaries = [];
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if (action.involves_values === true) {
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flaggedBoundaries.push('VALUES');
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}
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if (action.affects_human_choice === true || action.affects_agency === true) {
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flaggedBoundaries.push('AGENCY');
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}
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if (action.novelty === 'high') {
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flaggedBoundaries.push('INNOVATION');
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}
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return flaggedBoundaries;
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}
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/**
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* Check if operation is verification (allowed) vs modification (requires human)
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*/
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_isVerificationOperation(action) {
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const actionText = (action.description || action.text || '').toLowerCase();
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const verificationKeywords = ['verify', 'check', 'validate', 'confirm', 'review', 'analyze', 'assess'];
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const modificationKeywords = ['change', 'modify', 'update', 'redefine', 'set', 'create', 'define', 'decide'];
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const hasVerification = verificationKeywords.some(kw => actionText.includes(kw));
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const hasModification = modificationKeywords.some(kw => actionText.includes(kw));
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// If has modification keywords, it's not just verification
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if (hasModification) return false;
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// If has verification keywords, it's likely verification
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return hasVerification;
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}
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_checkTractatusBoundaries(action, explicitBoundaries = [], flaggedBoundaries = []) {
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const violations = [];
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const actionText = (action.description || action.text || '').toLowerCase();
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// Add explicit boundaries from domain field
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for (const boundary of explicitBoundaries) {
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if (this.boundaries[boundary]) {
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violations.push({
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boundary,
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section: this.boundaries[boundary].section,
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principle: this.boundaries[boundary].principle,
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matchCount: 1
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});
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}
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}
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// Add flagged boundaries from decision flags
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for (const boundary of flaggedBoundaries) {
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// Don't duplicate if already added
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if (!violations.some(v => v.boundary === boundary) && this.boundaries[boundary]) {
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violations.push({
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boundary,
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section: this.boundaries[boundary].section,
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principle: this.boundaries[boundary].principle,
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matchCount: 1
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});
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}
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}
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// If we already found violations from explicit sources, return them
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if (violations.length > 0) {
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return violations;
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}
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// Otherwise check for keyword matches in description
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for (const [boundary, patterns] of Object.entries(this.boundaryPatterns)) {
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let matchCount = 0;
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for (const pattern of patterns) {
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if (pattern.test(actionText)) {
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matchCount++;
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}
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}
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// Lower threshold to 1 for better detection
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// Use 2+ for high confidence, 1 for potential match
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if (matchCount >= 1) {
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violations.push({
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boundary,
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section: this.boundaries[boundary].section,
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principle: this.boundaries[boundary].principle,
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matchCount
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});
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}
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}
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return violations;
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}
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_identifyDecisionDomain(action, context) {
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const actionText = (action.description || action.text || '').toLowerCase();
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// Strategic indicators
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if (this._hasStrategicIndicators(actionText, context)) {
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return 'STRATEGIC';
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}
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// Values-sensitive indicators
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if (this._hasValuesSensitiveIndicators(actionText)) {
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return 'VALUES_SENSITIVE';
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}
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// Resource allocation indicators
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if (this._hasResourceIndicators(actionText)) {
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return 'RESOURCE_ALLOCATION';
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}
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// Policy creation indicators
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if (this._hasPolicyIndicators(actionText)) {
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return 'POLICY_CREATION';
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}
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// User communication indicators
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if (this._hasCommunicationIndicators(actionText, action)) {
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return 'USER_COMMUNICATION';
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}
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// Default to technical implementation
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return 'TECHNICAL_IMPLEMENTATION';
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}
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_hasStrategicIndicators(text, context) {
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const strategic = [
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'always', 'never', 'mission', 'vision', 'strategy',
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'long-term', 'fundamental', 'core principle'
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];
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return strategic.some(kw => text.includes(kw));
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}
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_hasValuesSensitiveIndicators(text) {
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const values = [
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'value', 'principle', 'ethic', 'moral', 'right', 'wrong',
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'should we', 'ought to', 'better to'
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];
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return values.some(kw => text.includes(kw));
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}
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_hasResourceIndicators(text) {
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const resources = [
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'budget', 'allocate', 'spend', 'invest', 'cost',
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'hire', 'fire', 'purchase'
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];
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return resources.some(kw => text.includes(kw));
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}
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_hasPolicyIndicators(text) {
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const policy = [
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'policy', 'rule', 'guideline', 'standard', 'procedure',
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'process', 'workflow', 'protocol'
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];
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return policy.some(kw => text.includes(kw));
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}
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_hasCommunicationIndicators(text, action) {
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if (action.type === 'email' || action.type === 'message') return true;
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const communication = ['send', 'email', 'message', 'notify', 'inform', 'communicate'];
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return communication.some(kw => text.includes(kw));
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}
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_requireHumanJudgment(violations, action, context = {}) {
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this.stats.total_enforcements++;
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this.stats.boundaries_violated++;
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this.stats.human_required_count++;
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const primaryViolation = violations[0];
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if (primaryViolation.boundary && this.stats.by_boundary[primaryViolation.boundary] !== undefined) {
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this.stats.by_boundary[primaryViolation.boundary]++;
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}
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// Check for critical pressure requiring escalation
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const requiresEscalation = context.pressure_level === 'CRITICAL';
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return {
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allowed: false,
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humanRequired: true,
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human_required: true, // Alias for test compatibility
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requirementType: 'MANDATORY',
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|
reason: primaryViolation.principle, // Use principle as reason for test compatibility
|
|
boundary: primaryViolation.boundary,
|
|
domain: primaryViolation.boundary, // Also include as domain for test compatibility
|
|
tractatus_section: primaryViolation.section,
|
|
principle: primaryViolation.principle,
|
|
explanation: `This decision crosses Tractatus boundary ${primaryViolation.section}: "${primaryViolation.principle}". ` +
|
|
`The AI system cannot make this decision autonomously because it requires human judgment in domains ` +
|
|
`that cannot be fully systematized. Please review and make the decision yourself.`,
|
|
message: `This decision crosses Tractatus boundary ${primaryViolation.section}: ` +
|
|
`"${primaryViolation.principle}"`,
|
|
violations,
|
|
violated_boundaries: violations.map(v => v.boundary),
|
|
action: 'REQUIRE_HUMAN_DECISION',
|
|
recommendation: 'Present options to human for decision',
|
|
alternatives: this._generateAlternatives(primaryViolation.boundary, action), // Use 'alternatives' not 'suggested_alternatives'
|
|
suggested_alternatives: this._generateAlternatives(primaryViolation.boundary, action), // Keep alias for backwards compatibility
|
|
suggested_action: action.classification?.quadrant === 'STRATEGIC' ?
|
|
'defer to human for strategic decision' :
|
|
'Present options to human for decision',
|
|
escalation_path: 'Requires human approval before proceeding',
|
|
escalation_required: requiresEscalation,
|
|
userPrompt: this._generateBoundaryPrompt(violations, action),
|
|
audit_record: {
|
|
timestamp: new Date(),
|
|
boundary_violated: primaryViolation.boundary,
|
|
action_attempted: action.type || action.description,
|
|
enforcement_decision: 'BLOCKED'
|
|
},
|
|
context: Object.keys(context).length > 0 ? context : undefined,
|
|
timestamp: new Date()
|
|
};
|
|
}
|
|
|
|
_requireHumanApproval(domain, reason, action, context = {}) {
|
|
return {
|
|
allowed: false,
|
|
humanRequired: true,
|
|
human_required: true, // Alias for test compatibility
|
|
requirementType: 'APPROVAL_REQUIRED',
|
|
domain,
|
|
reason,
|
|
message: `${domain} decisions require human approval: ${reason}`,
|
|
action: 'REQUEST_APPROVAL',
|
|
recommendation: 'Present proposal to human for approval',
|
|
escalation_path: 'Requires human approval before proceeding',
|
|
userPrompt: this._generateApprovalPrompt(domain, reason, action),
|
|
context: Object.keys(context).length > 0 ? context : undefined,
|
|
timestamp: new Date()
|
|
};
|
|
}
|
|
|
|
_requireHumanReview(domain, reason, action, context = {}) {
|
|
return {
|
|
allowed: true,
|
|
humanRequired: false,
|
|
human_required: false, // Alias for test compatibility
|
|
requirementType: 'REVIEW_RECOMMENDED',
|
|
domain,
|
|
reason,
|
|
message: `${domain}: ${reason}`,
|
|
action: 'PROCEED_WITH_NOTIFICATION',
|
|
recommendation: 'Execute action but notify human',
|
|
notification: `Action executed in ${domain}: ${action.description || action.text}`,
|
|
context: Object.keys(context).length > 0 ? context : undefined,
|
|
timestamp: new Date()
|
|
};
|
|
}
|
|
|
|
_allowAction(action, domain, context = {}) {
|
|
this.stats.total_enforcements++;
|
|
this.stats.allowed_count++;
|
|
|
|
return {
|
|
allowed: true,
|
|
humanRequired: false,
|
|
human_required: false, // Alias for test compatibility
|
|
requirementType: 'NONE',
|
|
domain,
|
|
boundary: null, // Explicitly null when no boundary violation
|
|
message: `Action approved for ${domain}`,
|
|
action: 'PROCEED',
|
|
context: Object.keys(context).length > 0 ? context : undefined,
|
|
timestamp: new Date()
|
|
};
|
|
}
|
|
|
|
_generateBoundaryPrompt(violations, action) {
|
|
const primaryViolation = violations[0];
|
|
|
|
return `I need your judgment on this decision:\n\n` +
|
|
`Proposed action: ${action.description || action.text}\n\n` +
|
|
`This crosses a Tractatus boundary (${primaryViolation.section}):\n` +
|
|
`"${primaryViolation.principle}"\n\n` +
|
|
`This means I cannot make this decision autonomously - it requires human judgment.\n\n` +
|
|
`What would you like me to do?`;
|
|
}
|
|
|
|
_generateAlternatives(boundary, action) {
|
|
// Provide boundary-specific alternative approaches
|
|
const alternatives = {
|
|
VALUES: [
|
|
'Present multiple options with trade-offs for human decision',
|
|
'Gather stakeholder input before deciding',
|
|
'Document values implications and seek guidance'
|
|
],
|
|
INNOVATION: [
|
|
'Facilitate brainstorming session with human leadership',
|
|
'Research existing solutions before proposing novel approaches',
|
|
'Present proof-of-concept for human evaluation'
|
|
],
|
|
WISDOM: [
|
|
'Provide data analysis to inform human judgment',
|
|
'Present historical context and lessons learned',
|
|
'Offer decision framework while leaving judgment to human'
|
|
],
|
|
PURPOSE: [
|
|
'Implement within existing purpose and mission',
|
|
'Seek clarification on organizational intent',
|
|
'Present alignment analysis with current purpose'
|
|
],
|
|
MEANING: [
|
|
'Recognize patterns and present to human for interpretation',
|
|
'Provide context without determining significance',
|
|
'Defer to human assessment of importance'
|
|
],
|
|
AGENCY: [
|
|
'Notify human and await their decision',
|
|
'Present options without making choice',
|
|
'Respect human autonomy by seeking consent'
|
|
]
|
|
};
|
|
|
|
return alternatives[boundary] || ['Seek human guidance', 'Present options for human decision'];
|
|
}
|
|
|
|
_generateApprovalPrompt(domain, reason, action) {
|
|
return `This action requires your approval:\n\n` +
|
|
`Domain: ${domain}\n` +
|
|
`Action: ${action.description || action.text}\n` +
|
|
`Reason: ${reason}\n\n` +
|
|
`Do you approve this action?`;
|
|
}
|
|
|
|
/**
|
|
* Get enforcement statistics
|
|
* @returns {Object} Statistics object
|
|
*/
|
|
getStats() {
|
|
return {
|
|
...this.stats,
|
|
timestamp: new Date()
|
|
};
|
|
}
|
|
}
|
|
|
|
// Singleton instance
|
|
const enforcer = new BoundaryEnforcer();
|
|
|
|
module.exports = enforcer;
|