lnt-sovereign 1.0.0

A high-performance Neuro-Symbolic Verification Layer for Sovereign Grade AI.

Sovereign LNT: The Deterministic Safety Layer

Sovereign Logic. Absolute Safety. Zero Hallucinations.

⚖️ The AI Determinism Crisis

Current AI guardrails are probabilistic—they "guess" if a response is safe. In mission-critical infrastructure (Fintech, Healthcare, Central Banking), guessing is unacceptable. Sovereign LNT (Logic Neutrality Tensor) provides a Symbolic Cage that enforces deterministic laws over probabilistic outputs.

🚀 Key Features

1. BELM (Bilateral Evaluation Logic Manifold)

A JIT-compiled, SIMD-accelerated kernel capable of processing 10,000+ rules in <3ms. LNT doesn't just check rules; it projects them into a high-dimensional logic manifold.

2. Temporal Sovereignty (SG-2)

Real-time state monitoring with sliding windows. Audit delta-changes, trailing averages, and event frequencies directly within the logic kernel.

• Micro-Context: Millisecond-level burst protection.
• Macro-Context: Multi-month behavioral consistency.

3. Relationship Logic (DAG)

Complex rule dependencies. Rules can trigger or prune other checks based on conditional prerequisites, ensuring efficient and context-aware audits.

4. Mega-Manifest Registry

Out-of-the-box compliance for 10 industrial domains, including:

• 🏛 Central Bank: Monetary policy and digital currency constraints.
• 🏥 ICU Level-3: Life-critical medical telemetry logic.
• 🛡 Cyber Sentry: Real-time network threat neutralization.
• 🚦 Autonomous Drive: Level 5 safety constraints.

🛠 Quick Start

Installation

pip install lnt-sovereign

Basic Usage

from lnt_sovereign import LNTClient

# Initialize the Sovereign Client
client = LNTClient(api_key="your_sovereign_key")

# Propose an intent
proposal = {
    "entity": "tx_velocity",
    "value": 450,
    "context": {"account_age_days": 2}
}

# Audit against the 'Fintech' manifest
result = client.audit(manifest_id="sovereign_fin_aml", proposal=proposal)

if result.status == "PASS":
    print(f"Sovereign Score: {result.score} - EXECUTING.")
else:
    print(f"REJECTED: {result.violations[0].description}")

🔍 Formal Verification

Every LNT manifest is verified using Z3 SMT Solvers to ensure:

• Zero Conflicts: No two rules can contradict each other.
• Full Reachability: Every constraint can be logically satisfied.
• Boundary Safety: Logic boundaries are mathematically sealed.

📜 Sovereign Portal

For full technical documentation, architecture diagrams, and rule anatomy, visit the Sovereign Portal.

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LNT is the "Kernel of Truth" for the Machine Age. Join the Sovereign Movement.