From Earthbound to Stars: Analyzing Humanity's Path to a Type II Civilization
Humanity is at a critical juncture, marked by rapid technological advances and the pursuit of higher civilization stages on the Kardashev scale. This study explores humanity's potential progression toward Type I and Type II civilizations, defined by planetary and stellar-scale energy utilization. Building on Kardashev's framework, we propose refinements that integrate energy consumption, information processing, construction mass, and population dynamics. Using machine learning, we analyze globa…
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