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Post #4513 279
Apple introduced LoopCD

Heard the rumors that frontier models like GPT-6 Astra and Gemini 4 use Looped Transformers?

Apple presented a new inference-time method that makes pre-trained looped models better for (almost) free.

No training. No extra model.
arXiv.org Decoding Looped Transformers Better for (Almost) Free Looped Transformers achieve parameter efficiency by repeatedly executing a shared block across recurrent loops. Each loop yields an intermediate representation decodable for the same next token,...
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