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Loops are a short-lived patch; new models can do long-horizon reasoning out of the box

IdeaSource: xAuthor: simonwHotness: 681Published Jul 23, 2026

The author argues that loops were a short-term fix for models that couldn't reliably work on long problems until a goal; new models like Fable and GPT-5.6 can do it out of the box.

  • GPT-5.6
  • Fable
  • Model Capability
  • Kimi K3
  • AI loops
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