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Sovereign Training Corpus
Curated knowledge corpus for sovereign compliance agents - WORM-sealed, formally verified, Evidence/Silence protocol.
SnapKitty West / SNAPKITTYWEST - Evidence or Silence - 2026
Domains
| Domain | Keywords |
|---|---|
| sovereign | borrow chain, WORM seal, SnapKitty, BOB, Metatron |
| financial | ACH, NACHA, wire, treasury, IBM i ledger, double-entry |
| technology | LLM, QLoRA, Nemotron, fastembed, sovereign router |
| quantum | qubit, entanglement, wavefunction |
| mathematics | Langlands, Riemann, Galois, primes, manifolds |
Financial Ledger Coverage
DB2 Schema: CUSTOMERS, ENTITIES, ACCOUNTS, LEDGERS, JOURNALS, JOURNAL_LINES, TRANSACTIONS, BALANCES, HOLDS, PAYMENT_RAILS, PAYMENTS, ACH_BATCHES, ACH_ENTRIES, SETTLEMENTS, RECONCILIATIONS, FEES, IDEMPOTENCY_KEYS, AUDIT_EVENTS, ERROR_QUEUE, DOMAIN_EVENTS, EVENT_OUTBOX, TREASURY_ACCOUNTS, TREASURY_POSITIONS, EVENT_STORE, RAIL_SUBMISSIONS, RAIL_NOTIFICATIONS, EOD_RUNS, INVARIANT_TEST_RESULTS
RPGLE: PostTransaction, ReverseTransaction, AdjustTransaction, UpdateBalance, ComputeTreasuryPositions, EODDrive, FinalizePendingJournals, AgeHolds, PostRailSettlements
COBOL FSL: TXN-FSL-SUPERVISOR, ACH-FSL, RTP-FSL, LEDGER-GATEWAY, COBILT-VAULT, COBILT-ACH-TREASURY, COBILT-DATAWORM, COBILT_DATAWORM_TREASURY
C#: LedgerGateway, CobolGateway, TransactionsController, PaymentsController, TreasuryController, RtpRailAdapter, IdempotencyMiddleware, Db2EventPublisher, ConcurrencyInvariantHarness
Modules and Harnesses
| Module | Purpose |
|---|---|
| BOB validate-server.mjs | Evidence/Silence verdict engine |
| bob_api.py | Retrieval HTTP API, no LLM, WORM-sealed |
| bob_rounds.py | 9-round LLM comparison harness |
| LiquidAssert.apl | 90-section APL tensor-state assertion library |
| NAND harnesses.rs | Kani formal verification harnesses |
| ConcurrencyInvariantHarness | Multi-worker double-entry invariant test |
| ICP-DAG.m / ICP-DAG.lp | MUMPS+ASP integrity constraint DAG, 10 invariants |
Related Repos
| Repo | Description |
|---|---|
| SNAPKITTYWEST/burt-imma | MMEP model architecture |
| SNAPKITTYWEST/sovereign-memory-twin | Sovereign compliance model |
| SNAPKITTYWEST/devflow-finance-twin | IBM i BaaS ledger stack |
Papers - 11 Total (8 Zenodo + 3 In-Repo LaTeX)
| File | Lines | Venue | Title |
|---|---|---|---|
| gdr_kernels.tex | 460 | SC / MLSys | GDR-9: Formally Verified Generalized Delta Rule Kernel Stack Across Nine ISAs |
| liquidops_kernel.tex | 566 | PLDI / ICFP | LiquidOps: Refinement-Verified NAND-Canonical Kernel for Data-Plane ISA Compilation |
| sovereign_entropy.tex | 394 | FM / CAV | Sovereign Entropy: Formally Verified 0.20-Nat Bound for Deterministic Agent Outputs |
GDR-9 - Nine-ISA kernel stack (CUDA, NASM, RISC-V, ARM, WASM, APL, Haskell, Lean 4, P4). Generalized delta rule + drain invariants. Cross-ISA equivalence proved in Lean 4. Target: SC/MLSys.
LiquidOps - NAND-canonical verified compiler. LiquidHaskell refinement types enforce correctness end-to-end. P4 backend. Target: PLDI/ICFP.
Sovereign Entropy - Lean 4 machine-checked proof: routing entropy H(alpha) <= 0.20 nats. SPARK Ada contract + ERE gate. Governs BURT-IMMA router and sovereign-memory-twin verdict threshold. Target: FM/CAV.
Zenodo (8 papers, published 2026-07-01) - PIRTM, octonions, Coxeter/Weyl, PH-DAE, EmojiScript, Goldilocks, Resonance disclosure, DMZ F2 decomposition. DOIs in sovereign-engine-v2 README.
License
Apache-2.0
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