Hard Fork AI

Anthropic’s Opus 4.5 Makes AI Memory More Trustworthy

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Nov 26, 2025
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INSIGHT

Opus 4.5 Raises Performance Bars

  • Opus 4.5 sets new performance bars, including the first >80% SWE bench score.
  • Anthropic also excels at tool use like spreadsheets and terminal tasks, showing broad gains.
ADVICE

Validate Models With Real Products

  • Try the demonstrated products to judge model quality rather than trusting benchmarks alone.
  • Expect paid tiers to get early access and broader rollout later as capacity grows.
INSIGHT

Selective Memory Beats Pure Context Size

  • Opus 4.5 improves long-context quality but emphasizes selective memory over window size alone.
  • Remembering the right details and when to access them is as important as raw context length.
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