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Bitcoin mining hardware has an unusually clean way to describe performance: terahashes per second tells you how much work a machine can do, while joules per terahash tells you how much energy it needs to do that work. AI hardware needs the same kind of language. For large-language-model inference, the closest practical equivalents are tokens…
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Which AI model produces the most output for each watt of GPU power? The strongest apples-to-apples public dataset we found is the ML.ENERGY Leaderboard v3.0, updated September 23, 2026. For this investigation, BitcoinVersus.Tech ranked the seven best energy-optimal configurations on ML.ENERGY’s Problem Solving with Reasoning workload under its 300 ms median inter-token-latency constraint. The metric…
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BlackRock CEO Larry Fink warned Wednesday that a U.S. moratorium on new data-center construction could push the economy into recession because so much current capital spending is tied to AI infrastructure. Fink told CNBC that “so much of our economy” now depends on the buildout of this capital expenditure. He argued that data centers are…
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HEX and PulseChain founder Richard Heart, whose legal name is Richard James Schueler, was reportedly detained in Istanbul on October 14 during an operation involving Turkey’s National Intelligence Organization and local police. Euronews Turkey reports that Schueler was taken into custody in Beşiktaş. Its itemized account says officers seized about $600,000, €2,600, ₺50,000, 24 watches,…
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Pegatron is using the 2026 Open Compute Project Global Summit to show how next-generation AI hardware moves from a reference design into a production-ready rack. In an October 14 announcement, Pegatron said its OCP lineup now spans rack-scale AI, compute and storage systems built around ORv3 busbars, DC-MHS modular hardware, OCP 3.0 network adapters and…
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