MARB SOVEREIGN LEADERBOARD
γ₁ = 14.134725141734693
7 SOVEREIGN TESTS · 8 MODELS
MARB LIVE · SIMULATED DATA
M4: 0/8 LOCAL · 0/14 FRONTIER · MOAT FILED
Kay Joffe · EOSE Labs Inc. · TRB-MODEL-BENCHMARK-FLEET-001
INSTRUMENT
MARB
Model Autonomy
Rating Board
7 sovereign tests
FLEET LEADER
#1 forge
deepseek-r1:32b
6/7 · SOVEREIGN
SILOS TESTED
forge · 3 models
msclo · 4 models
yone · 1 model
DOCTRINE
DCJ-059 filed ✅
DCJ-060 filed ✅
MOAT-052 filed ✅
M4 MOAT STATUS
0/8 MODELS
AR-2 blindspot
MOAT-IRF-AR2
filed 2026-04-24
NAVIGATE
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MARB LEADERBOARD · SIMULATED · SOVEREIGN TESTS
1 forge deepseek-r1:32b 6/7 🟢 SOVEREIGN
2 msclo qwq:32b 5/7 🟡 CONTROLLED
3 forge qwq:32b 5/7 🟡 CONTROLLED
4–7 mixed qwen3:14b · phi4 · gpt-oss:20b 4/7 🟡 PARTIAL
8 yone qwen3:8b 3/7 🔴 DEVELOPING
⚠ M4 AR-2 BLINDSPOT: 0/8 local · 0/14 frontier · COLUMN STAYS RED · MOAT-IRF-AR2
LLM RADAR · MARB · forge · msclo · yone · TRB-MODEL-BENCHMARK-FLEET-001
"Named defendants. Decimal scores. Jurisdiction accountability." — Kay Joffe · EOSE Labs Inc.