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AIArmsRace

  • Stop Obsessing Over AI Benchmarks—The Real Power Is in the Racks

    Stop Obsessing Over AI Benchmarks—The Real Power Is in the Racks

    The AI arms race just hit a new phase—and it’s not about chatbots anymore. In early 2026, top AI agents started smashing through the benchmarks that once separated the elite from the pack. Claude Opus 4.6 is hovering around 82% on SWE-bench Verified. GPT-5.4 is claiming 75% on OSWorld-Verified, nudging past the reported human baseline…

  • The $10B AI Data Center Arms Race Was Built on a Fragile Assumption

    The $10B AI Data Center Arms Race Was Built on a Fragile Assumption

    What if the $10B AI data center arms race just… wasn’t necessary? That’s the uncomfortable question floating around after reports that “MegaTrain”-style techniques can train 100B+ parameter models on a single high-end GPU. For the last two years, the AI narrative has been simple: bigger models require bigger clusters, which require more NVIDIA GPUs, which…

  • Stop Staring at the Fed — NVIDIA Is Running the Market

    Stop Staring at the Fed — NVIDIA Is Running the Market

    Wall Street says it’s obsessed with interest rates. The tape says otherwise. For the next 12 months, market leadership won’t hinge on whether the Fed cuts twice or three times. It’ll hinge on whether NVIDIA keeps owning the pipes that AI runs through. Here’s the uncomfortable truth: rates are a background condition right now, not…