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Anthropic Shines a Light Into the Claude AI Black Hole

Summary by Computerworld
Anthropic has found a way to shed new light on how its models solve problems, thanks to its discovery of what it has dubbed the J-space.  “We find that Claude has developed a small collection of internal neural patterns that, compared to all its other internal processing, play a special role. We call the collection of these patterns the J-space, named after the technique we used to find them, involving a mathematical concept called the Jacobian,…
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Humans process things both consciously and unconsciously. Recalling what we ate yesterday is an example of the former, while breathing and maintaining posture are examples of the latter. Researchers at Anthropic have revealed that these two patterns also exist in AI. They found that removing the areas activated during conscious processing significantly reduced the AI's scores on tasks requiring "higher thinking," such as writing complex poetry. …

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GIGAZINE broke the news on Tuesday, July 7, 2026.
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