File size: 6,320 Bytes
e921338 9813c8f e921338 2e4c4b2 e921338 9813c8f e921338 9813c8f e921338 a846a77 e921338 a846a77 e921338 a846a77 e921338 a846a77 e921338 a846a77 e921338 a846a77 e921338 a846a77 e921338 a846a77 e921338 a846a77 e921338 a846a77 e921338 a846a77 e921338 a846a77 9813c8f e921338 9813c8f a846a77 e921338 a846a77 9813c8f e921338 9813c8f a846a77 e921338 a846a77 e921338 9813c8f e921338 a846a77 e921338 9813c8f 2e4c4b2 9813c8f 2e4c4b2 9813c8f 2e4c4b2 e921338 a7b6c01 e921338 a7b6c01 9813c8f 2e4c4b2 9813c8f a7b6c01 e921338 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 | {
"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
}
}
} |