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A

Anthropic Cast

03/27/25

@ Anthropic

Claude plans a rhyme before writing the beginning of the line, considering words like "rabbit" that rhyme with "grab it" and relate to "carrot."

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Tracing the thoughts of a large language model

@ Anthropic

Tracing the thoughts of a large language model

03/27/25

Related Takeaways

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Anthropic Cast

03/27/25

@ Anthropic

In a study, we asked Claude to write the second line of a poem, starting with "He saw a carrot and had to grab it."

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Anthropic Cast

03/27/25

@ Anthropic

The model plans ahead when creating poetry, thinking of possible rhyming words and structuring lines to reach those destinations.

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Anthropic Cast

03/27/25

@ Anthropic

The completed line Claude wrote is, "His hunger was like a starving rabbit."

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Anthropic Cast

03/27/25

@ Anthropic

The ability to influence the model's poetry creation before the final line is written provides strong evidence that it engages in advanced planning.

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Anthropic Cast

04/24/25

@ Anthropic

Claude's ability to develop strategies and question previous approaches has improved, allowing it to backtrack and try different solutions when faced with challenges.

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Anthropic Cast

06/04/25

@ Anthropic

Using extended thinking with Claude works best when it has context, allowing it to brainstorm effectively before coding.

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Anthropic Cast

04/24/25

@ Anthropic

Claude lacks an innate sense of time, so I provide it with information about how long it's been trying to perform a task, which helps it recognize when to reconsider its approach.

MM

Manny Medina

04/22/25

@ Sequoia Capital

I rely on Anthropic's Claude for writing assistance, as it has become an integral part of my workflow.

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Anthropic Cast

04/24/25

@ Anthropic

The iteration process involves watching Claude, identifying its struggles, and providing it with minimal yet essential context to improve its reasoning.