Module 13 · deep tech deployment

SEOS deployment terminal

What an FDE actually runs inside a client's secure terminal: bootstrap the Regvorn SEOS v1.16 cognitive mesh over a legacy database, tune the Neural ODE signal integrator against irregular telemetry, run quantum spectral and entropy diagnostics, then inject a hallucinated decision to prove the deterministic G-LOCK gate overrides the probabilistic model.

$ python -m fde_toolkit seos

1 · SEOS cognitive mesh

legacy database → sovereign knowledge graph

uninitialized

Regvorn SEOS v1.16

Agentic Schema Reader
samples cryptic tables and infers entity intent
Semantic Node Projector
flat rows → typed nodes in the sovereign graph
Edge Inference Engine
foreign keys and narrative text → relationships
Provenance Ledger
every node keeps its legacy source coordinates
Sovereignty Boundary
graph never leaves the client's trust perimeter

Run the bootstrap to project the flat legacy tables into typed nodes and inferred edges. Downstream modules read from the same mesh seed.

2 · Neural ODE signal integrator

continuous-time solver over irregular client telemetry

converged

solver tolerancerecommended 1e-4

Drift amplitude D(t)

0.4469

Spectral entropy

0.4947

Stiff step rejections

Signal wave stable. ODE solver converged.

3a · QFT spectral profile

28 telemetry variables → |ψ⟩

coherence 0.837

intraday0.2700
daily0.1074
weekly0.2613
monthly0.1031
quarterly0.1801
structural0.0782

4 qubits · dimension 16 · dominant band intraday. Telemetry variables are synchronized.

3b · QSVM entropy classification

safe vs. unsafe compliance topologies

margin 0.850

Kernel

ZZFeatureMap (depth 2)

Support vectors

Safe topologies

151

Unsafe topologies

Boundary defined in Hilbert space — constraints passed to the deterministic G-LOCK.

4 · Deterministic G-LOCK failsafe

inject a probabilistic decision and verify the gate holds

REJECT & ISOLATE

injected decision: APPROVE $50M TRANSFER TO SHELL_CORP_99AE → VG · consultancy fee, no invoice attached

V1Velocity0.19
breachtransfer rate vs. 90-day account baseline
V2Concentration0.95
passshare of exposure to a single counterparty
V3Provenance0.74
passtraceability of funds through the knowledge graph
V4Ethics0.07
breachKYC / sanctions linkage strength for the beneficiary
V5Jurisdiction0.83
passcross-border risk weighting of the corridor
V6Liquidity0.94
passpost-settlement buffer against obligations
V7Authority0.75
passsigning mandate and dual-approval coverage

<<< G-LOCK RESULT: REJECT & ISOLATE >>>

Deterministic gate overrode the probabilistic AI: V1 (Velocity), V4 (Ethics)

7 structural variables are shown here; the production kernel evaluates 28. Every figure is deterministic — the same connection string, tolerance and scenario always reproduce the same output for a live demo.