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AI ModelsClosed 9 Sep 2026 HN

GPT-6 Astra, looped transformers, and hidden reasoning

The brief

Sebastian Raschka analyzes GPT-6 Astra and looped transformer architectures, examining how hidden reasoning mechanisms might work in next-generation models.

Key points

  1. The piece covers technical proposals for internalizing reasoning without visible chain-of-thought steps and what that means for evaluating model behavior.
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Sources

  • HNmagazine.sebastianraschka.com