The foundation of physical work in the AI era.
Blue collar roles remain essential as AI and robotics spread into real-world environments. These jobs involve repairing, installing, operating, and maintaining the physical systems that keep society running. Human judgment, safety awareness, and hands-on skill make these roles impossible to automate fully.The analytical backbone of modern organizations.
White Collar roles focus on reasoning, communication, planning, and managing information. AI becomes a tool—not a replacement—helping humans work faster, analyze deeper, and make clearer decisions. These roles require context, judgment, and organizational awareness.
A new class of work dedicated to protecting humanity and maintaining balance.
Gold Collar roles emerge from the need to oversee, audit, and govern advanced AI systems. These people ensure AI remains safe, ethical, aligned, and beneficial. They safeguard memory, identity, continuity, and human dignity in a world filled with intelligent systems.
Ibrahim Al-Khatib
John Zhu
Sean Hoi
Amor Zhang