How Much Water Does AI Really Drink? A Data Dive into the Deep End of AI Water Consumption

Behind every AI kilowatt-hour is a hidden river of evaporated water. Training a model like GPT-3 consumed 636,000 gallons—enough to fill an Olympic pool—while daily inference “drinks” a bathtub per user every week. This post reveals that data centers are massive water evaporators, with AI-driven cooling demands sometimes exceeding energy impacts. We compare water usage … Read more

Defense tech is flooded with money, but who’s built to last?

Defense tech is red hot right now. Anduril and Mach Industries just doubled and quadrupled their valuations, respectively, and the U.S. government is proposing a 40% increase in defense budget. A wave of new startups is chasing those government contracts, but according to Ross Fubini, the venture investor who wrote Anduril’s first check, most of them will get lost in the Valley of Death between prototype contract … Read more

Who Gets to Use the Most Powerful AI Models? The Governance Crisis We’re Ignoring

Anthropic’s new frontier model, Mythos, signals a dangerous shift toward “AI enclosure”—gating the most powerful cognitive tools behind seven-figure enterprise and government contracts rather than technical merit. Because its “safety” and performance claims are backed by PR rather than reproducible public benchmarks, it amplifies inequality and forces developer dependency on opaque, closed ecosystems. The solution … Read more