I. Introduction

II. AI-Empowered Multiple Access

III. Spectrum Sensing for AI-Empowered Multiple Access

IV. Protocol Design for AI-Empowered Multiple Access

V. Optimization for AI-Empowered Multiple Access

VI. Open Issues and Outlook

VII. Conclusion