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	<title>State over Tokens &#8211; BIOENGINEER.ORG</title>
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		<title>Reasoning Tokens Are Not Thoughts: Why AI Chains of Thought Are Really Hidden State</title>
		<link>https://bioengineer.org/reasoning-tokens-are-not-thoughts-why-ai-chains-of-thought-are-really-hidden-state/</link>
		
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		<pubDate>Wed, 07 Oct 2026 10:57:43 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[AI safety]]></category>
		<category><![CDATA[chain of thought]]></category>
		<category><![CDATA[explainability]]></category>
		<category><![CDATA[faithfulness]]></category>
		<category><![CDATA[interpretability]]></category>
		<category><![CDATA[Large Language Models]]></category>
		<category><![CDATA[latent reasoning]]></category>
		<category><![CDATA[Nature Machine Intelligence]]></category>
		<category><![CDATA[reasoning tokens]]></category>
		<category><![CDATA[State over Tokens]]></category>
		<category><![CDATA[steganography]]></category>
		<category><![CDATA[transformers]]></category>
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					<description><![CDATA[A new Nature Machine Intelligence perspective argues that the reasoning tokens produced by large language models should be understood as externalized computational state rather than as faithful explanations of the model's thinking.]]></description>
		
		
		
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