HS-PA 9-Iteration Loop Active

Gov-LLM
Adjudication
Engine

A cryptographically-verified, post-quantum secure LLM system that generates legally-defensible adjudication responses through a mandatory 9-iteration evidence chain.

Explore the Loop Live Simulation
9
Mandatory Iterations
PQC
Post-Quantum Crypto
6
Build Phases
CORE MECHANISM

The 9-Iteration Loop

Every adjudication response must pass through all 9 iterations. No bypass. No silent degradation. Full cryptographic traceability from query to verdict.

1

Secure Session Init

Kyber-768 Key Exchange

Select an iteration above to view details.

BUILD PLAN

6 Implementation Phases

Track progress across every phase. Click tasks to mark complete.

Overall: 0%
SYSTEM DESIGN

Microservice Architecture

Five hardened microservices communicate exclusively through PQC-encrypted channels. Each service is independently auditable.

Gateway & PQC KMS
Service 1
Kyber-768 keypair generation, PQC-signed JWT, session state
Data Ingestion & Hashing
Service 2
JSON normalization, SHA3-256 hashing, ledger storage
PRS Engine
Service 3
GPRS-Secure++, ADI layer, hot-swap PRS tools, provenance
Federated Evidence Fusion
Service 4
PubMed, PACER, CourtListener, ScholarPK, evidence normalization
SET Ledger & Audit
Service 5
Append-only hash chain, Dilithium-III signatures, full audit trail
Gov-LLM Core
9-Iteration Engine
Local LLM, chain-of-thought, adjudication output with SET hash

Sample Evidence Chain (SET Ledger Entry)

QUERY HASH SHA3-256
a7f3c2e8b1d4...9f0e2a1b8c7d
PRS HASH Tool: PRS-CSx v2.3
b2e4f1a9c7d3...5a8b3c1e7f2
EVIDENCE BUNDLE HASH 3 sources fused
d9c1a5f7e3b2...4e6a8c2d1f9
RESPONSE CANDIDATE HASH LLM Output
f1a3c5e7b9d2...8a4b6c2e1f3
FINAL OUTPUT HASH + DILITHIUM-III SIG Committed
e5b7a9c3d1f4...2a8c4e6b1d3
Dilithium-III: 7f2a...b9e1
LIVE DEMO

Adjudication Simulation

Watch the 9-iteration loop execute in real-time. Each step is logged with cryptographic hashes and timing data.

Adjudication Query Parameters

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