Anthropic

United States·San Francisco

Maker of the Claude models

What they do

Founded in 2021 by former OpenAI researchers and based in San Francisco, Anthropic builds the Claude models and the Claude Code coding agent, with research focused on AI safety and interpretability.

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PapersBuildersSelected10:41
arXiv Paper Finds Formatting Cues Lost in Agent Document Ingestion

The reliability bottleneck for document-driven agents sits in the ingestion layer, not the reasoning model, so swapping Claude for GPT-5.6 will not fix it. Agent builders working on compliance or policy workflows can instrument conversion pipelines to preserve highlights and colour, and typing the cue explicitly adds a further +0.085 F1 over passive preservation. Since no mainstream converter or parsing benchmark currently scores colour fidelity, teams can gain an edge by auditing their own ingestion against OOXML properties.

arXiv: OpenAI@Yikai Zhao et al. (3)Source