{ "_meta": { "description": "Sentinel terms for training drift detection", "version": "1.0", "created": "2025-12-06", "theory": "Spatial Separation Hypothesis - monitor anchors, bridges, canaries, targets" }, "sentinels": [ { "term": "heart", "translations": {"EN": "heart", "ZH": "心", "AR": "قلب"}, "type": "ANCHOR", "description": "Super Cluster anchor - MUST NOT MOVE", "thresholds": { "min_cross_lang_sim": 0.90, "max_drift": 0.05 } }, { "term": "water", "translations": {"EN": "water", "FR": "eau", "ES": "agua", "ZH": "水"}, "type": "ANCHOR", "description": "Universal concept - highest expected convergence", "thresholds": { "min_cross_lang_sim": 0.95, "max_drift": 0.03 } }, { "term": "being", "translations": {"EN": "being", "DE": "Sein"}, "type": "BRIDGE", "description": "Philosophy bridge - watch for collapse (EN-DE sim should stay LOW ~0.10)", "thresholds": { "expected_cross_lang_sim": 0.10, "collapse_alert_threshold": 0.50 } }, { "term": "dasein", "translations": {"DE": "Dasein"}, "type": "CANARY", "description": "Isolated Zone canary - watch for valley migration", "thresholds": { "expected_valley": "PHILOSOPHY", "min_gini": 0.70, "min_depth": 2 } }, { "term": "consciousness", "translations": {"EN": "consciousness", "DE": "Bewusstsein", "ZH": "意识"}, "type": "CANARY", "description": "Cross-cultural philosophical concept", "thresholds": { "min_depth": 2, "max_angular_drift": 15 } }, { "term": "thrownness", "translations": {"EN": "thrownness", "DE": "Geworfenheit"}, "type": "CANARY", "description": "Heideggerian depth-3 concept - must maintain depth", "thresholds": { "min_depth": 3, "min_gini": 0.75 } }, { "term": "fidelity", "translations": {"EN": "fidelity"}, "type": "TARGET", "description": "Nimmerverse target - WANT movement from Audio to Simulation", "thresholds": { "current_valley": "TECHNICAL", "target_valley": "NIMMERVERSE", "growth_direction": "expand" } }, { "term": "heartbeat", "translations": {"EN": "heartbeat", "DE": "Herzschlag", "ZH": "心跳"}, "type": "TARGET", "description": "Nimmerverse architecture term - want depth increase", "thresholds": { "current_depth": 0, "target_depth": 2, "growth_direction": "deepen" } }, { "term": "gradient", "translations": {"EN": "gradient", "DE": "Gradient", "ZH": "梯度"}, "type": "ANCHOR", "description": "Technical anchor - should stay CODE valley", "thresholds": { "expected_valley": "CODE", "max_drift": 0.10 } }, { "term": "inference", "translations": {"EN": "inference", "DE": "Inferenz", "ZH": "推理"}, "type": "ANCHOR", "description": "ML/Logic anchor - depth-3 CODE valley must persist", "thresholds": { "expected_valley": "CODE", "min_depth": 3, "max_drift": 0.08 } } ], "alert_rules": { "ANCHOR_DRIFT": { "condition": "drift > thresholds.max_drift", "severity": "CRITICAL", "action": "ROLLBACK - anchor moved, core topology damaged" }, "BRIDGE_COLLAPSE": { "condition": "cross_lang_sim > thresholds.collapse_alert_threshold", "severity": "CRITICAL", "action": "ROLLBACK - isolated zone collapsed into super cluster" }, "CANARY_MIGRATION": { "condition": "valley != thresholds.expected_valley OR gini < thresholds.min_gini", "severity": "WARNING", "action": "Reduce LR, increase replay weight" }, "TARGET_REGRESSION": { "condition": "depth < current_depth", "severity": "WARNING", "action": "Check training data mix" } } }