Kardashev Scale maps civilization by energy throughput but energy’s just the hardware. Real advancement lies in the Information Domain: optimizing entropy, harnessing bit-level thermodynamics, and pushing Kolmogorov complexity to its limits.
It’s more about transcoding the universe’s data streams and leveraging Landauer’s principle to recycle every joule of ‘waste’ into computational commodity. After all, Information is the sovereign.
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