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Anthropic builds RAG directly into Claude models with new Citations API

On Thursday, Anthropic announced Citations, a new API feature that helps Claude models avoid confabulations (also called hallucinations) by linking their responses directly to source documents. The feature lets developers add documents to Claude's context window, enabling the model to automatically cite specific passages it uses to generate answers.

"When Citations is enabled, the API processes user-provided source documents (PDF documents and plaintext files) by chunking them into sentences," Anthropic says. "These chunked sentences, along with user-provided context, are then passed to the model with the user's query."

The company describes several potential uses for Citations, including summarizing case files with source-linked key points, answering questions across financial documents with traced references, and powering support systems that cite specific product documentation.

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Β© Kirillm via Getty Images

Twirling body horror in gymnastics video exposes AI’s flaws

13 December 2024 at 06:12

On Wednesday, a video from OpenAI's newly launched Sora AI video generator went viral on social media, featuring a gymnast who sprouts extra limbs and briefly loses her head during what appears to be an Olympic-style floor routine.

As it turns out, the nonsensical synthesis errors in the videoβ€”what we like to call "jabberwockies"β€”hint at technical details about how AI video generators work and how they might get better in the future.

But before we dig into the details, let's take a look at the video.

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Β© OpenAI / Deedy

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