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Only Perspectives#Hugging Face
  1. Tomasz Tunguz88

    When the Central Bank of AI Changes Chairs

    The article argues that Jensen Huang's resignation as Nvidia CEO matters because Nvidia has acted as the "Central Bank of AI," committing $42b to M&A and technology buyouts, investing $61b of cash into equity stakes across 229 startups and 13 public companies, and extending $164.5b in lease guarantees and cloud capacity backstops. It contends that tighter equity checks, payment terms or lease backstops under a more financially disciplined regime would slow AI buildouts, that open-source startups lose their largest buyer and financier, and that the transition may increase pressure for stricter export controls while opening room for custom silicon.

    Why it matters: It offers a detailed, source-cited framework for judging how Nvidia's leadership change could ripple through AI startup financing, open-source funding and custom chip competition.

  1. Tomasz Tunguz82

    A $90 Key into Your Company's Secrets

    The cost of an AI-driven break-in of a simulated corporate network fell 99% in five months, from a $5k–$10k BIS estimate in April to $90 with Zhipu's open-weight GLM-5.3, and Goldman executives have discussed spending as much or more on AI for security as on AI coding tools. The piece argues attackers now run expected-value calculations on compute and concentrate on the largest balance sheets, while defenders must inspect every alert and face compounding speed, scale and breadth multipliers. It concludes the CISO's job is to buy enough compute and convert it into defensive tokens to push the attacker's expected value below zero.

    Why it matters: It offers a concrete cost curve for AI-enabled intrusion plus a framework for reasoning about offense-defense economics in security budgets.

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