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A newer version of the Gradio SDK is available: 6.20.0

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metadata 
title: QATALYST SDS Demo
emoji: 🛡️
colorFrom: gray
colorTo: blue
sdk: gradio
app_file: app.py
pinned: false
license: apache-2.0

🛡️ QATALYST: DETERMINISTIC AUTONOMY SUBSTRATE

AMD DEVELOPER HACKATHON 2026 | TRACK 1: AI AGENTS

LEAD ARCHITECTS: C. W. FULMARK & STEPHANEE R. LAWSON

🌌 EXECUTIVE SUMMARY

QATALYST is a category-defining Software-Defined Substrate (SDS) designed to solve the "Black Box" problem in autonomous AI. By blending non-linear Lyapunov Stability Geometry with hardware-enforced boundaries, QATALYST ensures that agentic behavior remains mathematically proven and physically safe.

🏗️ ARCHITECTURAL MAPPING

The structural bridge between abstract theory and physical implementation.

COMPONENT REPOSITORY PATH LICENSE
Gödel Cortex src/qatalyst/agents/ Apache 2.0
Meta-Critic src/qatalyst/agents/ Apache 2.0
Hyper-Mesh src/qatalyst/substrate/ Apache 2.0
Metabolic Scheduler src/qatalyst/substrate/ Apache 2.0
Cognitive Ledger src/qatalyst/governance/ Apache 2.0
Sovereign Vault AMD SEV-SNP ENCLAVE PROPRIETARY

⚙️ OPERATIONAL TUNING

CRITICAL: Tuning these parameters dictates the system's "Survival Instinct."

1. META-CRITIC VARIANCE (Default: 0.08)

  • LOW (0.04): Hyper-Sensitivity. System over-dampens and becomes unresponsive.
  • HIGH (0.12): Systemic Drift. Increases risk of Boundary Breaches.

2. CORTEX PANIC FACTOR (Default: 1.5x)

  • MECHANISM: Scales hardware stress signals to warp the routing baseline.
  • BEHAVIOR: During Type III Hazards (95°C), this forces aggressive workload re-routing.

⚠️ FAILURE TAXONOMY

In QATALYST, failure is a deterministic safety feature.

  • TYPE I: SOFT DIVERGENCE
    • Detection: Variance > 0.08.
    • Action: Algebraic dampening toward a stable mean.
  • TYPE II: BOUNDARY BREACH (ANNIHILATED)
    • Detection: Z3 LMI Violation.
    • Action: Hard rejection; broadcast ROLLBACK_TO_ANCHOR_M1.
  • TYPE III: SUBSTRATE HAZARD
    • Detection: Thermal > 95°C / Tension > 0.95.
    • Action: Boundary contraction; forced annihilation of all unsafe energy.

📑 LEDGER PAYLOAD (JSON)

Standardized rejection telemetry for downstream interception.

{
  "status": "🔴 ANNIHILATED",
  "action_code": "ROLLBACK_TO_ANCHOR_M1",
  "energy_phi": 0.8942,
  "dynamic_bound": 0.6896,
  "spectra_region": "EXTERIOR",
  "timestamp": 1715345270.589
}

🚀 EXECUTION BOOTSTRAP

1. INITIALIZE REPOSITORY 

mkdir -p qatalyst-sds/src/qatalyst/{substrate,agents,governance,apex,ui}
touch qatalyst-sds/cognitive_ledger.jsonl

2. DEPLOY DEPENDENCIES 

pip install torch gradio z3-solver pytest

3. VERIFY SUBSTRATE 

pytest -q  # Runs the Sovereign Validation Suite

⚖️ INTELLECTUAL PROPERTY

OPEN SOURCE: Substrate interfaces, agents, and ledger (Apache 2.0).

PROPRIETARY: Production Sovereign Vault, Lyapunov parameters, and Z3 enforcement logic.

© 2026 C. W. FULMARK & STEPHANEE R. LAWSON. ALL RIGHTS RESERVED.