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Technology & AI

Technical explainers, AI analysis and technology reviews.

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06Published work
An original abstract illustration of a precise silver measuring ring around a small blue point, with layered translucent planes suggesting uncertainty rather than a score chart.
NOTES & ESSAYS

A Benchmark Is a Question, Not a Crown

Benchmarks can make model comparisons useful—but task choice, contamination, scoring and judging shape what a result actually means.

  • Artificial Intelligence
  • Benchmarks
  • Research Methods
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An original editorial illustration of a precision optical research instrument inspecting a small blue light, with no chart or numerical result implied.
AI

Claude Opus 5.5: What the Public Evidence Shows—and Doesn't

A source-based look at Anthropic’s claims, METR’s bounded task evaluation and the editorial process behind its report—and what neither can establish about broad real-world capability.

  • Artificial Intelligence
  • Model Evaluation
  • Evidence Review
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