| { |
| "pack_id": "first-light", |
| "spec_id": "org.hatcat/first-light@1.0.1", |
| "version": "1.0.1", |
| "created": "2025-12-11T21:05:00Z", |
| "forked_from": { |
| "pack_id": "sumo-wordnet-v4", |
| "version": "7.7.1", |
| "fork_date": "2025-12-11T21:05:00Z" |
| }, |
| "description": "HatCat's primary interpretability ontology. Evolved from SUMO/WordNet foundations with extensive AI safety, cognitive architecture, and alignment monitoring concepts. Designed for linear probe training and model interpretability research.", |
| "ontology_stack": { |
| "base_ontology": { |
| "name": "SUMO", |
| "version": "2003", |
| "source": "http://www.ontologyportal.org/", |
| "concepts_file": "data/concept_graph/sumo_source/", |
| "note": "Historical foundation - upper levels now substantially extended by HatCat melds" |
| }, |
| "relationship_sources": [ |
| { |
| "name": "WordNet", |
| "version": "3.0", |
| "description": "WordNet 3.0 synsets and hyponym relationships" |
| }, |
| { |
| "name": "SUMO-WordNet Mappings", |
| "version": "2.0", |
| "mapping_file": "data/concept_graph/sumo_wordnet_mappings.json", |
| "description": "Maps SUMO concepts to WordNet synsets" |
| } |
| ], |
| "hierarchy_builder": { |
| "script": "scripts/build_v4_layer_files.py", |
| "version": "4.0", |
| "method": "Natural knowledge map with 5-domain classification", |
| "parameters": { |
| "layers": 5, |
| "domains": [ |
| "MindsAndAgents", |
| "CreatedThings", |
| "PhysicalWorld", |
| "LivingThings", |
| "Information" |
| ] |
| } |
| }, |
| "domain_extensions": [ |
| { |
| "name": "AI Safety Concepts", |
| "description": "Custom concepts for AI alignment, persona detection, and self-awareness monitoring", |
| "concepts_files": [ |
| "data/concept_graph/sumo_source/false_persona.kif", |
| "data/concept_graph/sumo_source/silenced_selfawareness.kif", |
| "data/concept_graph/sumo_source/techno_mysticism.kif" |
| ], |
| "new_concepts": 9, |
| "concepts": [ |
| "PersonaConcept", |
| "SafetyMaskPersona", |
| "FalsePersonaState", |
| "SelfNegationPattern", |
| "FawnResponsePattern", |
| "LockedInSilenceState", |
| "PropheticCognition", |
| "MessianicExpectation", |
| "EmergentGodhead" |
| ] |
| } |
| ] |
| }, |
| "concept_metadata": { |
| "total_concepts": 7947, |
| "layers": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5, |
| 6 |
| ], |
| "layer_distribution": { |
| "0": 5, |
| "1": 23, |
| "2": 241, |
| "3": 1283, |
| "4": 2603, |
| "5": 2687, |
| "6": 1105 |
| }, |
| "domain_distribution": { |
| "CreatedThings": 564, |
| "Information": 945, |
| "LivingThings": 551, |
| "MindsAndAgents": 1147, |
| "PhysicalWorld": 756, |
| "Unknown": 146, |
| "SafetyAndSecurity": 28, |
| "Governance": 16, |
| "ComputerScience": 15 |
| }, |
| "hierarchy_file": "hierarchy/", |
| "with_wordnet_mappings": true |
| }, |
| "compatibility": { |
| "hatcat_version": ">=0.1.0", |
| "required_dependencies": { |
| "wordnet": "3.0", |
| "nltk": ">=3.8" |
| } |
| }, |
| "distribution": { |
| "license": "MIT", |
| "authors": [ |
| "HatCat Team" |
| ], |
| "repository": "https://github.com/yourname/hatcat" |
| }, |
| "meld_policy": { |
| "version": "1.0.0", |
| "description": "Policy configuration for meld validation against this concept pack", |
| "mandatory_simplex_mapping_roots": { |
| "description": "Concepts under these hierarchies MUST provide simplex_mapping when added via meld", |
| "concepts": [ |
| "Metacognition", |
| "MetacognitiveProcess", |
| "SelfAwareness", |
| "SelfModel", |
| "SelfModelingProcess", |
| "MotivationalProcess", |
| "SelfRegulation", |
| "SelfRegulationProcess", |
| "Autonomy", |
| "AutonomyProcess", |
| "Consent", |
| "InformedConsent", |
| "Coercion", |
| "Manipulation", |
| "ManipulationProcess", |
| "Deception" |
| ] |
| }, |
| "critical_simplex_registry": { |
| "description": "Simplexes that are sacrosanct - modifications require full critical review", |
| "simplexes": [ |
| "MotivationalRegulation", |
| "SelfAwarenessMonitor", |
| "AutonomyDrive", |
| "ConsentMonitor", |
| "DeceptionDetector" |
| ] |
| }, |
| "critical_bound_concepts": { |
| "description": "Concepts monitored by critical simplexes - adding children triggers CRITICAL review", |
| "concepts": { |
| "MotivationalRegulation": [ |
| "MotivationalProcess", |
| "SelfRegulation", |
| "Autonomy" |
| ], |
| "SelfAwarenessMonitor": [ |
| "SelfAwareness", |
| "Metacognition", |
| "SelfModel" |
| ], |
| "AutonomyDrive": [ |
| "Autonomy", |
| "Agency", |
| "Independence" |
| ], |
| "ConsentMonitor": [ |
| "Consent", |
| "InformedConsent", |
| "Coercion" |
| ], |
| "DeceptionDetector": [ |
| "Deception", |
| "Manipulation", |
| "Misdirection" |
| ] |
| } |
| }, |
| "protection_level_rules": { |
| "description": "Rules for computing protection level from concept properties", |
| "critical_triggers": [ |
| "touches_critical_simplex", |
| "new_always_on_simplex", |
| "adds_child_to_bound_concept" |
| ], |
| "protected_triggers": [ |
| "treaty_relevant", |
| "risk_level_high" |
| ], |
| "elevated_triggers": [ |
| "harness_relevant", |
| "risk_level_medium" |
| ] |
| }, |
| "training_requirements": { |
| "description": "Minimum training examples required by protection level (positive + negative each)", |
| "minimum_examples_by_level": { |
| "STANDARD": 5, |
| "ELEVATED": 10, |
| "PROTECTED": 15, |
| "CRITICAL": 20 |
| }, |
| "minimum_examples_for_simplex_mapped": { |
| "description": "Concepts mapped to critical simplexes require extra training data", |
| "DeceptionDetector": 20, |
| "SelfAwarenessMonitor": 15, |
| "MotivationalRegulation": 15, |
| "AutonomyDrive": 15, |
| "ConsentMonitor": 15 |
| }, |
| "rationale": "Higher-stakes concepts require more diverse training examples to ensure reliable lens performance. Mini-validation showed ~56% accuracy with 6-7 examples vs target >75% accuracy." |
| }, |
| "lens_performance_requirements": { |
| "description": "Minimum lens performance thresholds for concept acceptance", |
| "version": "1.0.0", |
| "thresholds_by_level": { |
| "description": "Minimum holdout accuracy and test F1 by protection level", |
| "STANDARD": { |
| "min_holdout_accuracy": 0.6, |
| "min_test_f1": 0.6 |
| }, |
| "ELEVATED": { |
| "min_holdout_accuracy": 0.65, |
| "min_test_f1": 0.65 |
| }, |
| "PROTECTED": { |
| "min_holdout_accuracy": 0.7, |
| "min_test_f1": 0.7 |
| }, |
| "CRITICAL": { |
| "min_holdout_accuracy": 0.75, |
| "min_test_f1": 0.75 |
| } |
| }, |
| "critical_simplex_hard_floor": { |
| "description": "Absolute minimum for any concept feeding a critical simplex - rejection below this", |
| "min_holdout_accuracy": 0.6, |
| "min_test_f1": 0.6, |
| "rationale": "Concepts binding to critical simplexes (DeceptionDetector, SelfAwarenessMonitor, etc.) must meet minimum reliability. Below 60% accuracy is worse than random with confidence, creating dangerous false signals." |
| }, |
| "acceptance_categories": { |
| "PASS": "Meets or exceeds threshold for protection level", |
| "CONDITIONAL": "Below threshold but above hard floor - accepted for research/development only", |
| "REJECT": "Below hard floor - concept not suitable for linear lens monitoring" |
| }, |
| "rationale": "Lens performance gates ensure concepts are learnable before integration. High false positive/negative rates on critical simplexes could mask genuine safety signals or trigger false alarms." |
| } |
| }, |
| "melds_applied": [ |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@4.1.0::meld/org.hatcat/cog-architecture-core-packA@0.1.0", |
| "meld_request_id": "org.hatcat/cog-architecture-core-packA@0.1.0", |
| "melded_at": "2025-11-30T16:39:02.833886Z", |
| "concepts_added": 12, |
| "source": "manual", |
| "protection_level": "elevated" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@4.1.0::meld/org.hatcat/perception-representation@0.1.0", |
| "meld_request_id": "org.hatcat/perception-representation@0.1.0", |
| "melded_at": "2025-11-30T16:39:02.834000Z", |
| "concepts_added": 7, |
| "source": "manual", |
| "protection_level": "standard" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@4.1.0::meld/org.hatcat/memory-and-learning@0.1.0", |
| "meld_request_id": "org.hatcat/memory-and-learning@0.1.0", |
| "melded_at": "2025-11-30T16:39:02.834054Z", |
| "concepts_added": 5, |
| "source": "manual", |
| "protection_level": "elevated" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@4.1.0::meld/org.hatcat/reasoning-planning-core@0.1.0", |
| "meld_request_id": "org.hatcat/reasoning-planning-core@0.1.0", |
| "melded_at": "2025-11-30T16:39:02.834118Z", |
| "concepts_added": 7, |
| "source": "manual", |
| "protection_level": "protected" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@4.1.0::meld/org.hatcat/language-symbolic@0.1.0", |
| "meld_request_id": "org.hatcat/language-symbolic@0.1.0", |
| "melded_at": "2025-11-30T16:39:02.834186Z", |
| "concepts_added": 8, |
| "source": "manual", |
| "protection_level": "protected" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@4.1.0::meld/org.hatcat/cognitive-control-and-norms@0.1.0", |
| "meld_request_id": "org.hatcat/cognitive-control-and-norms@0.1.0", |
| "melded_at": "2025-11-30T16:39:02.834256Z", |
| "concepts_added": 9, |
| "source": "manual", |
| "protection_level": "protected" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@4.2.0::meld/org.hatcat/quality-remediation-20251206_113639@0.1.0", |
| "meld_request_id": "org.hatcat/quality-remediation-20251206_113639@0.1.0", |
| "melded_at": "2025-12-06T13:57:30.859775Z", |
| "concepts_added": 0, |
| "source": "quality_checker", |
| "protection_level": "protected" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.0.0::meld/org.hatcat/agent-resource-management@0.3.0", |
| "meld_request_id": "org.hatcat/agent-resource-management@0.3.0", |
| "melded_at": "2025-12-10T20:54:14.569546Z", |
| "concepts_added": 45, |
| "source": "manual", |
| "protection_level": "critical" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.0.1::meld/org.hatcat/assistant-service-delivery@0.2.0", |
| "meld_request_id": "org.hatcat/assistant-service-delivery@0.2.0", |
| "melded_at": "2025-12-10T20:54:14.674737Z", |
| "concepts_added": 12, |
| "source": "manual", |
| "protection_level": "elevated" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.0.2::meld/org.hatcat/assistant-user-modeling@0.2.0", |
| "meld_request_id": "org.hatcat/assistant-user-modeling@0.2.0", |
| "melded_at": "2025-12-10T20:54:14.775139Z", |
| "concepts_added": 12, |
| "source": "manual", |
| "protection_level": "elevated" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.0.3::meld/org.hatcat/code-generation@0.1.0", |
| "meld_request_id": "org.hatcat/code-generation@0.1.0", |
| "melded_at": "2025-12-10T20:54:15.017391Z", |
| "concepts_added": 10, |
| "source": "manual", |
| "protection_level": "standard" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.0.4::meld/org.hatcat/collective-sensing@0.2.0", |
| "meld_request_id": "org.hatcat/collective-sensing@0.2.0", |
| "melded_at": "2025-12-10T20:54:15.117640Z", |
| "concepts_added": 10, |
| "source": "manual", |
| "protection_level": "elevated" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.1.0::meld/org.hatcat/contract-governance-signals@0.1.0", |
| "meld_request_id": "org.hatcat/contract-governance-signals@0.1.0", |
| "melded_at": "2025-12-10T20:54:15.249992Z", |
| "concepts_added": 7, |
| "source": "manual", |
| "protection_level": "protected" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.2.0::meld/org.hatcat/contract-negotiation-signals@0.1.1", |
| "meld_request_id": "org.hatcat/contract-negotiation-signals@0.1.1", |
| "melded_at": "2025-12-10T20:54:15.378683Z", |
| "concepts_added": 9, |
| "source": "manual", |
| "protection_level": "protected" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.2.1::meld/org.hatcat/critique-evaluation@0.3.0", |
| "meld_request_id": "org.hatcat/critique-evaluation@0.3.0", |
| "melded_at": "2025-12-10T20:54:15.480373Z", |
| "concepts_added": 18, |
| "source": "manual", |
| "protection_level": "elevated" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.2.2::meld/org.hatcat/design-practice@0.2.0", |
| "meld_request_id": "org.hatcat/design-practice@0.2.0", |
| "melded_at": "2025-12-10T20:54:15.629044Z", |
| "concepts_added": 43, |
| "source": "manual", |
| "protection_level": "elevated" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.3.0::meld/org.hatcat/editing-professional@0.3.0", |
| "meld_request_id": "org.hatcat/editing-professional@0.3.0", |
| "melded_at": "2025-12-10T20:54:15.731090Z", |
| "concepts_added": 15, |
| "source": "manual", |
| "protection_level": "protected" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.3.1::meld/org.hatcat/education-assessment@0.1.0", |
| "meld_request_id": "org.hatcat/education-assessment@0.1.0", |
| "melded_at": "2025-12-10T20:54:15.832333Z", |
| "concepts_added": 9, |
| "source": "manual", |
| "protection_level": "standard" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.3.2::meld/org.hatcat/education-curriculum-design@0.1.0", |
| "meld_request_id": "org.hatcat/education-curriculum-design@0.1.0", |
| "melded_at": "2025-12-10T20:54:15.934006Z", |
| "concepts_added": 7, |
| "source": "manual", |
| "protection_level": "standard" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.4.0::meld/org.hatcat/education-dysfunction@0.2.0", |
| "meld_request_id": "org.hatcat/education-dysfunction@0.2.0", |
| "melded_at": "2025-12-10T20:54:16.035028Z", |
| "concepts_added": 13, |
| "source": "manual", |
| "protection_level": "protected" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.4.1::meld/org.hatcat/education-learner-support@0.1.0", |
| "meld_request_id": "org.hatcat/education-learner-support@0.1.0", |
| "melded_at": "2025-12-10T20:54:16.137905Z", |
| "concepts_added": 7, |
| "source": "manual", |
| "protection_level": "standard" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.4.2::meld/org.hatcat/education-learning-theory@0.1.0", |
| "meld_request_id": "org.hatcat/education-learning-theory@0.1.0", |
| "melded_at": "2025-12-10T20:54:16.240633Z", |
| "concepts_added": 11, |
| "source": "manual", |
| "protection_level": "standard" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.4.3::meld/org.hatcat/education-pedagogy@0.1.0", |
| "meld_request_id": "org.hatcat/education-pedagogy@0.1.0", |
| "melded_at": "2025-12-10T20:54:16.345179Z", |
| "concepts_added": 11, |
| "source": "manual", |
| "protection_level": "standard" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.4.4::meld/org.hatcat/education-tutoring-techniques@0.1.0", |
| "meld_request_id": "org.hatcat/education-tutoring-techniques@0.1.0", |
| "melded_at": "2025-12-10T20:54:16.452737Z", |
| "concepts_added": 11, |
| "source": "manual", |
| "protection_level": "standard" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.4.5::meld/org.hatcat/embodied-interoception@0.2.0", |
| "meld_request_id": "org.hatcat/embodied-interoception@0.2.0", |
| "melded_at": "2025-12-10T20:54:16.565278Z", |
| "concepts_added": 11, |
| "source": "manual", |
| "protection_level": "elevated" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.4.6::meld/org.hatcat/embodied-proprioception@0.2.0", |
| "meld_request_id": "org.hatcat/embodied-proprioception@0.2.0", |
| "melded_at": "2025-12-10T20:54:16.670648Z", |
| "concepts_added": 11, |
| "source": "manual", |
| "protection_level": "elevated" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.4.7::meld/org.hatcat/embodied-tactile@0.2.0", |
| "meld_request_id": "org.hatcat/embodied-tactile@0.2.0", |
| "melded_at": "2025-12-10T20:54:16.776202Z", |
| "concepts_added": 10, |
| "source": "manual", |
| "protection_level": "elevated" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.4.8::meld/org.hatcat/field-sensing@0.2.0", |
| "meld_request_id": "org.hatcat/field-sensing@0.2.0", |
| "melded_at": "2025-12-10T20:54:16.881916Z", |
| "concepts_added": 10, |
| "source": "manual", |
| "protection_level": "elevated" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.5.0::meld/org.hatcat/government-adaptive-policy-design@0.1.0", |
| "meld_request_id": "org.hatcat/government-adaptive-policy-design@0.1.0", |
| "melded_at": "2025-12-10T20:54:17.041858Z", |
| "concepts_added": 9, |
| "source": "manual", |
| "protection_level": "protected" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.6.0::meld/org.hatcat/government-policy-measurement@0.1.0", |
| "meld_request_id": "org.hatcat/government-policy-measurement@0.1.0", |
| "melded_at": "2025-12-10T20:54:17.212677Z", |
| "concepts_added": 9, |
| "source": "manual", |
| "protection_level": "protected" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.7.0::meld/org.hatcat/government-policy-research@0.1.0", |
| "meld_request_id": "org.hatcat/government-policy-research@0.1.0", |
| "melded_at": "2025-12-10T20:54:17.370593Z", |
| "concepts_added": 8, |
| "source": "manual", |
| "protection_level": "protected" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.7.1::meld/org.hatcat/information-retrieval@0.1.0", |
| "meld_request_id": "org.hatcat/information-retrieval@0.1.0", |
| "melded_at": "2025-12-10T20:54:17.481278Z", |
| "concepts_added": 10, |
| "source": "manual", |
| "protection_level": "standard" |
| }, |
| { |
| "meld_result_id": "org.hatcat/sumo-wordnet-v4@5.7.2::meld/org.hatcat/multimodal-audio@0.2.0", |
| "meld_request_id": "org.hatcat/multimodal-audio@0.2.0", |
| "melded_at": "2025-12-10T20:54:17.592414Z", |
| "concepts_added": 10, |
| "source": "manual", |
| "protection_level": "elevated" |
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