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README.md

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 ## Overview
 
-**COCONUT** (Continuous COnceptual Neural Thought) is a latent reasoning model based on GPT-2 that enables continuous thought generation in latent space. This model is part of the [Parallel Test-Time Scaling for Latent Reasoning Models](https://arxiv.org/abs/2510.07745) framework.
+**COCONUT** (Chain of Continuous Thought) is a latent reasoning model based on GPT-2 that enables continuous thought generation in latent space. This model is part of the [Parallel Test-Time Scaling for Latent Reasoning Models](https://arxiv.org/abs/2510.07745) framework.
 
 ## Model Details