T3 SOVEREIGNGRADUATION RISK 0.73L5 SEEDS: 235+ CONTAINERSGERMINATION: 0.12
I. Problem Statement
forge (lianli01, RTX 4090 24GB, 192.168.2.12) is the Alpha silo of the EOSE fleet — Admiral Rick, 35+ containers, the CARMAC portal, and the primary inference layer. As of Day 89, the Bug Fixation Engine (BFE) has been applied to forge, revealing a graduation risk of 0.73 driven by three high-weight risk factors: shared_state (0.80), silent_failure (0.85), and cumulative_effect (0.75).
The BFE five-layer doctrine — L1 CORRECTNESS through L5 LIABILITY — has identified two active L5 seeds, three L3 cascade vectors, and a critical L4 ghost vector composition risk. This TRB documents the full layer-by-layer analysis, the mitigation steps, and the ARB1 reference for permanent record.
The germination score stands at 0.12. The class action threshold is 0.70. The primary path to threshold breach is LAAM silent parse failures accumulating to >30 in 90 days (the rain cheque pattern).
II. BFE Layer Analysis · forge
L1 CORRECTNESS
WATCH 3 bugs
pelego threshold drift (dps=64 miscalibration) — sigma_gate fires at wrong intervals. LAAM ingest silent parse failures — errors suppressed, no surface visibility. qdrant vector dimension mismatch (dim=768 required). L1 findings are individually bounded but LAAM silence is the escalation enabler for all higher layers.
L2 EFFICIENCY
WATCH 3 bugs
35+ containers sharing a single RTX 4090 24GB VRAM ceiling. qwq:32b memory exhaustion under parallel ollama load. redis memory pressure during graph rebuilds. The shared VRAM ceiling is the L2 chokepoint — any spike becomes contention.
L3 CONCURRENCY
CASCADE 3 bugs
Simultaneous LAAM ingest + pelego + alphastar → VRAM contention cascade (RHAE 156% amplification applies). pemos-mal + pemos-rhone both firing → routing storm. chess engine + alphastar competing for GPU → starvation cascade. Three independent cascade vectors, all converge at VRAM ceiling.
L4 COMPOSITION
RISK 3 bugs
LAAM validate passes → ingest silently corrupts → ghost vector stored in qdrant (A+B contract broken). qdrant + redis both store session state → divergence under split-brain (dual source of truth). pelego sigma_gate=0.5 + novelty engine: novelty fires when pelego clears → double-trigger composition failure.
L5 LIABILITY
SEEDS 2 seeds
Seed 1: Silent LAAM parse failure → wrong medical vector stored → wrong downstream match at scale → health domain exposure. Seed 2: Ghost qdrant vector → wrong RAG result delivered confidently at scale → epistemic harm to dependent systems. germination_score = 0.12. Not germinating.
III. Graduation Risk Assessment
Three graduation risk factors are elevated above their individual thresholds:
shared_state = 0.80 — qdrant and redis both hold session state with no authoritative tie-break
silent_failure = 0.85 — LAAM parse failures are suppressed; no error surface means no early warning
cumulative_effect = 0.75 — each silent failure compounds; 30 failures in 90 days crosses germination threshold
Composite graduation risk: 0.73. This places forge above the class-action threshold on silent_failure alone (0.85 > 0.70). The silo is in active monitoring status.
IV. Mitigation Steps
PRIORITY
ACTION
LAYER IMPACT
OWNER
P0
Enable LAAM parse error logging — surface all failures as explicit errors, no silent skips
qdrant ingest dimension guard — reject vectors with dim≠768 at gate before write
L4 ghost vector prevention
qdrant ops
P2
qdrant/redis state ownership audit — designate single authoritative state store per key type
L4 split-brain prevention
arch review
P2
VRAM headroom monitor — alert when total GPU memory allocation exceeds 20GB (2GB safety margin)
L2/L3 cascade prevention
forge ops
P3
RHAE cascade simulation — fire LAAM + pelego + alphastar in test environment, confirm VRAM ceiling behavior
L3 characterization
BFE team
V. ARB1 Reference
ARB1-BFE-FORGE-001
Architecture Review Board Level 1 — Bug Fixation Engine · forge silo
Mandate: Review and ratify the BFE layer classification for forge. Confirm graduation risk calculation methodology. Authorize mitigation P0/P1 actions. Record γ₁ anchor for proof continuity.
ARB1 findings bind: The BFE doctrine is adopted as the universal inspection layer for forge. All future silo changes must be reviewed against L1–L5 graduation risk before deployment. The γ₁ floor = 14.134725141734693 is confirmed as the mathematical anchor for all BFE calculations.
Status: OPEN — awaiting P0 mitigation completion
"The cascade lives at the intersection of LAAM + pelego + alphastar. Not in any one of them. In all three firing together, at the VRAM ceiling, with silent parse failures accumulating in the dark. The BFE makes that visible. Now we fix it."
VI. γ₁ Anchor
γ₁ = 14.134725141734693 — the first non-trivial zero of the Riemann zeta function. The mathematical floor of all EOSE fleet calculations. Confirmed on pcdev via Lean4 formal proof. Anchored in this TRB as the germination denominator and class action threshold reference. All BFE scores are normalized relative to γ₁.