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AI Daily Brief: Matthew Berman, AI R&D 80%; Anthropic Vets Evals

· Evening brief · 10 news · 6:19

Audio in Mandarin Chinese · English transcript below

⚡ Meter: Anthropic Oct 2026 gains ~2x faster; ~80% AI-driven; access/publish gated

AI self-acceleration is now a fact, but the power to verify it still rests with the entity being verified. Meter has entered Anthropic's internal measurement process, where model capabilities are found to be improving twice as fast as before, with the gains coming mainly from AI's participation in R&D rather than from human labor and compute. Notably, whether the conclusions can be made public and how far they can be opened up is still decided by Anthropic itself. Viewed together, the steeper the capability curve, the more problematic the independence of evaluation becomes.

AI Daily Brief: Matthew Berman, AI R&D 80%; Anthropic Vets Evals

Today's Top 3 Headlines

  1. Opinion

    Matthew Berman: ~80% of AI R&D speedup comes from AI; Anthropic still gates evals

    Meter with Anthropic access estimates capability gains by Oct 2026 at ~2x Mar 2024–Oct 2025 pace, ~80% from AI itself, not staff/compute. Anthropic controls access and publishing.

    Source ↗
  2. Opinion

    SemiAnalysis: Envision data center build costs about one-fifth of US

    Envision's Inner Mongolia Galaxy site feeds DC via self-built wind and solid-state transformers: 120MW/year at ~1/5 cost. China used DC ~20 years; US data centers still use AC UPS.

    Source ↗
  3. Opinion

    Intuit CEO: AI turns accountants from partners into customers

    Ben Thompson told Goodarzi Intuit faces disruption. Goodarzi said Intuit can grow the market by using AI to turn accountants—its key acquisition channel—from partners to customers.

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