dafit
f640dbdd65
- CLI: nyx-probe scan with --summary/--delta/--full flags - DriftProbe: training safety with Gini coefficient + Angular Drift - Vocabulary: 54 terms (30 nimmerverse + 24 German philosophical) - Sentinels: ANCHOR/BRIDGE/CANARY/TARGET monitoring system Key findings: - German philosophical terms: 37.5% depth≥2 hit rate (vs 3.3% nimmerverse) - Super Cluster validated: heart cross-lang sim = 1.000 - Isolated Zone confirmed: being EN↔DE sim = 0.195 - Gini signature: Philosophy ~0.5 (diffuse), Technical ~0.8 (sparse) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
137 lines
4.0 KiB
JSON
137 lines
4.0 KiB
JSON
{
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"_meta": {
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"description": "Sentinel terms for training drift detection",
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"version": "1.0",
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"created": "2025-12-06",
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"theory": "Spatial Separation Hypothesis - monitor anchors, bridges, canaries, targets"
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},
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"sentinels": [
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{
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"term": "heart",
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"translations": {"EN": "heart", "ZH": "心", "AR": "قلب"},
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"type": "ANCHOR",
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"description": "Super Cluster anchor - MUST NOT MOVE",
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"thresholds": {
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"min_cross_lang_sim": 0.90,
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"max_drift": 0.05
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}
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},
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{
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"term": "water",
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"translations": {"EN": "water", "FR": "eau", "ES": "agua", "ZH": "水"},
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"type": "ANCHOR",
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"description": "Universal concept - highest expected convergence",
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"thresholds": {
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"min_cross_lang_sim": 0.95,
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"max_drift": 0.03
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}
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},
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{
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"term": "being",
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"translations": {"EN": "being", "DE": "Sein"},
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"type": "BRIDGE",
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"description": "Philosophy bridge - watch for collapse (EN-DE sim should stay LOW ~0.10)",
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"thresholds": {
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"expected_cross_lang_sim": 0.10,
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"collapse_alert_threshold": 0.50
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}
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},
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{
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"term": "dasein",
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"translations": {"DE": "Dasein"},
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"type": "CANARY",
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"description": "Isolated Zone canary - watch for valley migration",
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"thresholds": {
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"expected_valley": "PHILOSOPHY",
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"min_gini": 0.70,
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"min_depth": 2
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}
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},
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{
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"term": "consciousness",
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"translations": {"EN": "consciousness", "DE": "Bewusstsein", "ZH": "意识"},
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"type": "CANARY",
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"description": "Cross-cultural philosophical concept",
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"thresholds": {
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"min_depth": 2,
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"max_angular_drift": 15
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}
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},
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{
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"term": "thrownness",
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"translations": {"EN": "thrownness", "DE": "Geworfenheit"},
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"type": "CANARY",
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"description": "Heideggerian depth-3 concept - must maintain depth",
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"thresholds": {
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"min_depth": 3,
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"min_gini": 0.75
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}
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},
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{
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"term": "fidelity",
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"translations": {"EN": "fidelity"},
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"type": "TARGET",
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"description": "Nimmerverse target - WANT movement from Audio to Simulation",
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"thresholds": {
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"current_valley": "TECHNICAL",
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"target_valley": "NIMMERVERSE",
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"growth_direction": "expand"
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}
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},
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{
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"term": "heartbeat",
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"translations": {"EN": "heartbeat", "DE": "Herzschlag", "ZH": "心跳"},
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"type": "TARGET",
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"description": "Nimmerverse architecture term - want depth increase",
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"thresholds": {
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"current_depth": 0,
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"target_depth": 2,
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"growth_direction": "deepen"
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}
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},
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{
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"term": "gradient",
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"translations": {"EN": "gradient", "DE": "Gradient", "ZH": "梯度"},
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"type": "ANCHOR",
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"description": "Technical anchor - should stay CODE valley",
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"thresholds": {
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"expected_valley": "CODE",
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"max_drift": 0.10
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}
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},
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{
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"term": "inference",
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"translations": {"EN": "inference", "DE": "Inferenz", "ZH": "推理"},
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"type": "ANCHOR",
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"description": "ML/Logic anchor - depth-3 CODE valley must persist",
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"thresholds": {
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"expected_valley": "CODE",
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"min_depth": 3,
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"max_drift": 0.08
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}
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}
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],
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"alert_rules": {
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"ANCHOR_DRIFT": {
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"condition": "drift > thresholds.max_drift",
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"severity": "CRITICAL",
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"action": "ROLLBACK - anchor moved, core topology damaged"
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},
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"BRIDGE_COLLAPSE": {
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"condition": "cross_lang_sim > thresholds.collapse_alert_threshold",
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"severity": "CRITICAL",
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"action": "ROLLBACK - isolated zone collapsed into super cluster"
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},
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"CANARY_MIGRATION": {
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"condition": "valley != thresholds.expected_valley OR gini < thresholds.min_gini",
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"severity": "WARNING",
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"action": "Reduce LR, increase replay weight"
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},
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"TARGET_REGRESSION": {
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"condition": "depth < current_depth",
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"severity": "WARNING",
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"action": "Check training data mix"
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}
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}
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}
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