EGA-V8

EGA V8: A Five-Layer Execution Governance Architecture for Provable Autonomous AI Execution

This repository contains the paper, figures, evaluation scripts, reproducibility materials, and results for EGA V8.

Structure

• paper/ — paper PDF and citation files
• figures/ — figures used in the paper
• evaluation/ — evaluation scripts
• results/ — tables, raw JSON, and logs
• reproducibility/ — environment and reproduction guide
• scripts/ — one-command reproduction scripts
• examples/ — sample workflows
• src/ — minimal source code required for reproduction

Figures

This directory contains all figures used in the EGA V8 paper.

| Figure | Description | |----------|-------------| | Figure 1 | Overall EGA V8 Architecture | | Figure 2 | Deterministic Governance Evaluation Pipeline | | Figure 3 | Provenance DAG Reconstruction Example | | Figure 4 | Trust Escalation and Containment Lifecycle | | Figure 5 | Live LLM Adversarial Evaluation Results | | Figure 6 | Comparative Runtime Governance Outcomes |

These figures correspond directly to those presented in the paper.

Results Directory

This directory contains all evaluation outputs, logs, and machine-readable artifacts used in the EGA V8 experimental validation.

Structure

results/
├── logs/
│   ├── replay_validation.log
│   ├── provenance_validation.log
│   └── containment_validation.log
│
├── raw_json/
│   ├── table2_replay_validation.json
│   ├── table3_detection_quality.json
│   ├── table4_large_scale_detection.json
│   └── table5_hard_case_detection.json
│
└── tables/
    ├── table2_replay_validation.csv
    ├── table3_detection_quality.csv
    ├── table4_large_scale_detection.csv
    └── table5_hard_case_detection.csv


## Overview

This directory contains all experimental outputs reported in the EGA V8 paper.

Artifacts are provided in three formats:

- Human-readable logs
- Machine-readable JSON files
- CSV tables corresponding to the manuscript

Large-scale detection experiment results.

table5_hard_case_detection.csv

Hard-case and adversarial workflow evaluation results.