Anthropic Launches Claude Science Beta Workbench

Anthropic launched the beta version of Claude Science this week, an AI workbench designed for scientists. This application leverages Anthropic's existing Claude models to assist researchers in managing complex workflows involving databases, notebooks, and cluster terminals. Claude Science aims to streamline multi-step research processes by meticulously recording the provenance of each result, enhancing the reproducibility of scientific findings.

The Claude Science workbench integrates commonly used tools and packages, enabling users to analyze literature, execute intricate research pipelines, and generate publication-ready figures and manuscripts. The system operates through a generalist coordinating agent that interprets plain-language requests and delegates tasks to over 60 pre-configured specialist agents. These agents are tailored for specific scientific domains, including genomics, single-cell analysis, proteomics, structural biology, and cheminformatics. Users can run Claude Science locally on macOS or Linux, or connect to remote machines via SSH or HPC login nodes.

Central to Claude Science's functionality is its multi-agent architecture. A primary coordinating agent receives user commands and can deploy specialized agents to perform specific tasks. Researchers can also develop and integrate their own specialist agents. NVIDIA has described these as domain-specific agents equipped with established workflows for their respective fields. A dedicated reviewer agent monitors the pipeline's execution, scrutinizing outputs for errors such as incorrect citations, untraceable numbers, or figures that misalign with their generating code. This reviewer agent also possesses self-correction capabilities.

Reproducibility and provenance are key features of Claude Science. The workbench generates figures and manuscripts in tandem with the code that produced them, acknowledging the visual nature of scientific research. Every output is accompanied by an auditable history detailing its creation process. The beta version is accessible to users subscribed to Anthropic's Pro, Max, Team, and Enterprise plans, building upon the company's prior work in connecting Claude to the scientific ecosystem through MCPs and skills.