How AI Is Fundamentally Reshaping the Nature of Work and Programming

Executive Briefing

• Traces computing evolution from manual CPU cycle counting on Atari 2600 to AI-assisted development
• Argues AI represents a fundamental shift in abstraction layers, not merely a productivity tool
• Suggests human roles will migrate from execution and counting tasks toward intent and judgment
• Examines how automation erodes traditional metrics of technical skill and expertise