Marco Perin
Papers
1
Total Citations
1
H-Index
1
About
Marco Perin is a researcher at the intersection of artificial intelligence and environmental sustainability, whose work critically examines both the promises and pitfalls of AI for ecological challenges. His most-cited paper, “Agentic rulebooks using active inference: an artificial intelligence application for environmental sustainability” (2025), pioneers a novel framework that applies active inference—a theory of brain function—to create AI systems capable of balancing resource optimization with environmental stewardship. This work directly confronts the dual nature of AI: while it can enhance energy efficiency and reduce waste, its own computational demands and hardware production carry significant ecological costs. Perin’s contributions lie in proposing “agentic rulebooks” that embed sustainability principles into AI decision-making, offering a path toward truly green artificial intelligence. Though early in his citation impact (1 citation), his research is timely and foundational, addressing a critical gap in sustainable AI design. By bridging cognitive science, ethics, and computer science, Perin provides a framework for developing AI that is not only intelligent but environmentally responsible—a vital step for researchers and practitioners seeking to align technological progress with planetary health.
Research Focus
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Top Papers
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