evidence/expansion_vectors.json

{
 "organ": "LEGION-SYNAPSE",
 "updated": "2026-10-03T05:05:02.147270+00:00",
 "doctrine": "counter-suspicion: every vector carries its evidence chain",
 "confidence_policy": "measured = computed from live LEGION/HF data; no estimated scores in v1",
 "vectors_total": 14,
 "top": [
  {
   "rule": "R5-RISK-ARBITRAGE",
   "type": "dataset",
   "title": "Provider risk brief (incidents \u00d7 reg pressure \u00d7 pricing)",
   "slug": "ai-provider-risk-brief-2026",
   "sector": "risk_intel",
   "score": 85,
   "confidence": "measured",
   "evidence": [
    "openai: 6396 incident observations (measured)",
    "reg-calendar pressure live",
    "pricing matrix 28 models"
   ],
   "auto_safe": true
  },
  {
   "rule": "R1-FORCED-MARCH",
   "type": "tool",
   "title": "Conformity cost & readiness calculator for EU AI Act high-risk systems",
   "slug": "ai-act-conformity-cost-calculator",
   "sector": "regtech",
   "score": 77.2,
   "confidence": "measured",
   "evidence": [
    "deadline 'GDPR + AI Act convergence' in 95d (EU)",
    "no LEGION surface covers this sector",
    "EU calculator cluster exists: ['CA', 'DE', 'FI', 'GB', 'NL', 'PL', 'PT', 'SE', 'US']"
   ]
  },
  {
   "rule": "R2-ORPHAN-DEMAND",
   "type": "dataset",
   "title": "Maintained successor to optimum-benchmark/llm-perf-leaderboard",
   "slug": "successor-llm-perf-leaderboard",
   "sector": "datasets",
   "score": 68.8,
   "confidence": "measured",
   "evidence": [
    "optimum-benchmark/llm-perf-leaderboard: 3881 downloads, last update 658d ago, 3 likes",
    "proven demand with no active maintainer"
   ]
  },
  {
   "rule": "R3-SIBLING-CLUSTER",
   "type": "calculator",
   "title": "Childcare allowance calculator",
   "slug": "kinderopvangtoeslag-calculator-nl",
   "sector": "social_policy",
   "score": 65.0,
   "confidence": "measured",
   "evidence": [
    "country NL already anchored in thresholds (source cluster: belastingdienst.nl)",
    "same visitor intent, same official source domain, same YMYL proof pattern"
   ]
  },
  {
   "rule": "R3-SIBLING-CLUSTER",
   "type": "calculator",
   "title": "Housing allowance (asumistuki) calculator",
   "slug": "asumistuki-laskuri-fi",
   "sector": "social_policy",
   "score": 65.0,
   "confidence": "measured",
   "evidence": [
    "country FI already anchored in thresholds (source cluster: kela.fi)",
    "same visitor intent, same official source domain, same YMYL proof pattern"
   ]
  },
  {
   "rule": "R3-SIBLING-CLUSTER",
   "type": "calculator",
   "title": "800+ family benefit impact calculator",
   "slug": "800plus-kalkulator-pl",
   "sector": "social_policy",
   "score": 65.0,
   "confidence": "measured",
   "evidence": [
    "country PL already anchored in thresholds (source cluster: gov.pl)",
    "same visitor intent, same official source domain, same YMYL proof pattern"
   ]
  },
  {
   "rule": "R3-SIBLING-CLUSTER",
   "type": "calculator",
   "title": "GST/HST credit + CCB clawback calculator",
   "slug": "gst-credit-calculator-ca",
   "sector": "social_policy",
   "score": 65.0,
   "confidence": "measured",
   "evidence": [
    "country CA already anchored in thresholds (source cluster: canada.ca)",
    "same visitor intent, same official source domain, same YMYL proof pattern"
   ]
  },
  {
   "rule": "R3-SIBLING-CLUSTER",
   "type": "calculator",
   "title": "EITC phase-out cliff calculator",
   "slug": "eitc-cliff-calculator",
   "sector": "social_policy",
   "score": 65.0,
   "confidence": "measured",
   "evidence": [
    "country US already anchored in thresholds (source cluster: irs.gov)",
    "same visitor intent, same official source domain, same YMYL proof pattern"
   ]
  },
  {
   "rule": "R3-SIBLING-CLUSTER",
   "type": "calculator",
   "title": "Social support income thresholds calculator",
   "slug": "apoio-social-calculadora-pt",
   "sector": "social_policy",
   "score": 65.0,
   "confidence": "measured",
   "evidence": [
    "country PT already anchored in thresholds (source cluster: seg-social.pt)",
    "same visitor intent, same official source domain, same YMYL proof pattern"
   ]
  },
  {
   "rule": "R2-ORPHAN-DEMAND",
   "type": "dataset",
   "title": "Maintained successor to OALL/AlGhafa-Arabic-LLM-Benchmark-Native",
   "slug": "successor-AlGhafa-Arabic-LLM-Benchmark-Native",
   "sector": "datasets",
   "score": 48.1,
   "confidence": "measured",
   "evidence": [
    "OALL/AlGhafa-Arabic-LLM-Benchmark-Native: 1809 downloads, last update 939d ago, 8 likes",
    "proven demand with no active maintainer"
   ]
  },
  {
   "rule": "R2-ORPHAN-DEMAND",
   "type": "dataset",
   "title": "Maintained successor to datatab/serbian-llm-benchmark",
   "slug": "successor-serbian-llm-benchmark",
   "sector": "datasets",
   "score": 42.4,
   "confidence": "measured",
   "evidence": [
    "datatab/serbian-llm-benchmark: 1242 downloads, last update 714d ago, 8 likes",
    "proven demand with no active maintainer"
   ]
  },
  {
   "rule": "R6-RECLAIM-BUILD",
   "type": "opportunity",
   "title": "Exploit live reclaim signal stream",
   "slug": "reclaim-exploit-queue",
   "sector": "meta",
   "score": 30.0,
   "confidence": "measured",
   "evidence": [
    "/home/legion33/agent-reclaim-obs/obs.log active, 2425 bytes"
   ]
  },
  {
   "rule": "R7-VANISH-VACUUM",
   "type": "opportunity",
   "title": "Exploit live vanish signal stream",
   "slug": "vanish-exploit-queue",
   "sector": "meta",
   "score": 30.0,
   "confidence": "measured",
   "evidence": [
    "/home/legion33/agent-vanish/vanish.log active, 17256 bytes"
   ]
  },
  {
   "rule": "R4-OWN-DEMAND",
   "type": "api-product",
   "title": "API product for downloaded dataset ai-crypto-prices-2026",
   "slug": "api-ai-crypto-prices-2026",
   "sector": "api",
   "score": 21.4,
   "confidence": "measured",
   "evidence": [
    "320 downloads measured on gemmozero/ai-crypto-prices-2026",
    "no dedicated API route serves it"
   ]
  }
 ],
 "auto_executed": "gemmozero/ai-provider-risk-brief-2026 PUSHED (auto)",
 "self_health": {
  "routes": {
   "thresholds": 200,
   "risk-matrix": 200,
   "surface-genome": 200,
   "expansion-vectors": 200
  },
  "duplicate_routes": {
   "/compute": 2,
   "/_disabled/decide": 2,
   "/decide": 2,
   "/sovereign-compute": 2,
   "/gpu-arbitrage-live": 2,
   "/cve-ai": 2,
   "/climate-compute": 2
  }
 }
}