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The 'Kardashev gradient' suggests that the most impactful policies and actions are those that maximize the growth of civilization's total energy and intelligence capabilities.

Impact: Could lead to a radical shift in energy policy and long-term infrastructure planning for space colonization.

— from Accelerationism vs Defensive Acceleration in the Age of AI · a16z Podcast· Apr 09, 2026