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An operationalization of opaque serial depth
Redwood Research blog · Sep 10, 2026 · mentions
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opaque serial depth · 1 supervised fine-tuning · 1 full-bandwidth transformers · 1 code · 1 COCONUT · 1 natural-language-rooted nodes · 1 pre-training prior · 1 latent reasoning · 1 computational graph · 1 Chain-of-thought · 1 RLHF · 1 interpretable bottleneck · 1 jsons · 1 NLS depth · 1 token superpositions · 1 hidden states · 1