Nate Hagens, a thinker deeply attuned to the implications of energy, economy, and human behavior, defines artificial intelligence as the development of computer systems that perform tasks normally requiring human intelligence. He emphasizes that AI involves algorithms capable of learning, reasoning, problem-solving, and understanding natural language. Hagens warns that while AI holds the promise of enhancing efficiency and solving complex problems, it also poses risks related to job displacement, ethical considerations, and exacerbation of socio-economic disparities. He urges a conscientious approach to AI development, highlighting the importance of aligning technological advancements with sustainable and equitable societal goals. For Hagens, the conversation around AI cannot be divorced from the broader context of human needs, resource availability, and ecological constraints.

See also: exponential growth, design principles, neoclassical economics, game theory