Research notes, product news, press releases, and primers on efficient AI from antelligent.https://antelligent.org/en-ushttps://antelligent.org/blog/twenty-watts/https://antelligent.org/blog/twenty-watts/Your brain runs a whole mind on less power than a fridge bulb. Physics permits computing ten thousand to a million times better than we manage. The expensive part was never the thinking, it was the commute.Wed, 12 Aug 2026 00:00:00 GMTInsightsenergyefficiencytalkhttps://antelligent.org/blog/energy-explained/https://antelligent.org/blog/energy-explained/Training one large model can burn 1,287 megawatt-hours. Physics says the same arithmetic could have cost about eight watt-hours. Where the difference goes, what we tried, and what failed.Tue, 11 Aug 2026 00:00:00 GMTInsightsenergyefficiencyexplainerhttps://antelligent.org/blog/energy-budget/https://antelligent.org/blog/energy-budget/Training GPT-3 consumed about 1,287 MWh; thermodynamics says the same bit-operations could in principle have cost about eight watt-hours. A full accounting of that gap, what closes it, and what we tested that failed.Mon, 10 Aug 2026 00:00:00 GMTResearchenergyefficiencyhardware