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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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