---
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.*

```json
{
  "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

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

### 2. DEPLOY DEPENDENCIES

```bash
pip install torch gradio z3-solver pytest
```

### 3. VERIFY SUBSTRATE

```bash
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.