Comparison of Effectiveness: Biological vs AI Systems
Jordi Vallverdú and Max Talanov
In this work, we present a comparison of the effectiveness of biological systems and modern digital AI solutions. Life, from its simplest forms such as slime molds to complex biological systems with central nervous systems, operates as a physical process counteracting entropy. This paper explores the relationship between energy and life, focusing on how living organisms minimise and optimise energy consumption to maintain their highly ordered states. Additionally, it compares the effectiveness of biological systems in energy optimization with digital artificial intelligence (AI) systems. By analysing mechanisms across various scales of biological complexity, this paper highlights the principles of negentropy in living organisms and evaluates how these principles are totally not used in modern AI systems making them ineffective and outdated.
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