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magazine.sebastianraschka.com faviconGPT-6 Astra, Looped Transformers, and Hidden Reasoning

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GPT-6 Astra achieves top coding and multimodal scores via looped transformers that reuse weights for extra depth, while recent work shows this architecture does not inherently conceal chain‑of‑thought reasoning.

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