/** * Tractatus Governance Services * Core AI safety framework implementation * * These services implement the Tractatus-based LLM safety architecture: * - Time-persistence metadata classification * - Cross-reference validation against explicit instructions * - Architectural boundaries for human judgment * - Context pressure monitoring * - Metacognitive verification * * Together, these services prevent AI failures like the "27027 incident" * where explicit instructions are overridden by cached patterns. */ const InstructionPersistenceClassifier = require('./InstructionPersistenceClassifier.service'); const CrossReferenceValidator = require('./CrossReferenceValidator.service'); const BoundaryEnforcer = require('./BoundaryEnforcer.service'); const ContextPressureMonitor = require('./ContextPressureMonitor.service'); const MetacognitiveVerifier = require('./MetacognitiveVerifier.service'); module.exports = { // Core governance services classifier: InstructionPersistenceClassifier, validator: CrossReferenceValidator, enforcer: BoundaryEnforcer, monitor: ContextPressureMonitor, verifier: MetacognitiveVerifier, // Convenience methods classifyInstruction: (instruction) => InstructionPersistenceClassifier.classify(instruction), validateAction: (action, context) => CrossReferenceValidator.validate(action, context), enforceBoundaries: (action, context) => BoundaryEnforcer.enforce(action, context), analyzePressure: (context) => ContextPressureMonitor.analyzePressure(context), verifyAction: (action, reasoning, context) => MetacognitiveVerifier.verify(action, reasoning, context), // Framework status getFrameworkStatus: () => ({ name: 'Tractatus Governance Framework', version: '1.0.0', services: { InstructionPersistenceClassifier: 'operational', CrossReferenceValidator: 'operational', BoundaryEnforcer: 'operational', ContextPressureMonitor: 'operational', MetacognitiveVerifier: 'operational' }, description: 'AI safety framework implementing architectural constraints for human agency preservation', capabilities: [ 'Instruction quadrant classification (STR/OPS/TAC/SYS/STO)', 'Time-persistence metadata tagging', 'Cross-reference validation', 'Tractatus boundary enforcement (12.1-12.7)', 'Context pressure monitoring', 'Metacognitive action verification' ], safetyGuarantees: [ 'Values decisions architecturally require human judgment', 'Explicit instructions override cached patterns', 'Dangerous pressure conditions block execution', 'Low-confidence actions require confirmation' ] }) };