Intelligence, Entropy, and Maintenance

Across his late work, Dyson developed a synthesis linking the second law of thermodynamics to the conditions under which intelligence can persist. The second law says that entropy — disorder — increases in closed systems. Life is a local reversal of this tendency: living systems maintain internal order by exporting disorder to their environments. Intelligence extends this principle: minds maintain their informational order by continuous work, and the work cannot be eliminated without eliminating the order. The framework has a specific implication for AI: the apparent capacity of AI systems to produce organized output without obvious effort is, from a thermodynamic perspective, illusory. The effort has been displaced — to the data centers that consume megawatts of power, to the training processes that required billions of human-generated examples, to the human reviewers whose labor tuned the models to produce acceptable outputs. The maintenance is real; it has merely been relocated. The framework forces the question of whether the