
We’re Squandering LEDs’ Potential to Save Our Night Skies
THE SO WHAT
LEDs show how efficiency gains can backfire when usage explodes — light pollution went up even as per-unit energy fell. Treat AI the same way: without hard constraints and governance, cheaper inference will likely drive more compute and externalities, not less.
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AI-driven semiconductor demand is now moving national export numbers—South Korea’s July record is a macro tell, not just a sector blip. If your roadmap depends on advanced chips, treat supply and pricing as geopolitical variables and lock in multi-year commitments where you can.
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