Tag

Data Reproducibility

All articles tagged with #data reproducibility

Paper2Agent Converts Research Papers into Interactive AI Assistants
technology26 days ago

Paper2Agent Converts Research Papers into Interactive AI Assistants

A new AI system called Paper2Agent transforms static research papers into interactive agents that can answer questions and apply methods to new data. Developed by Stanford University researchers, the tool packages a paper’s text, code, and datasets onto a server, allowing scientists to query the work in plain language. In tests, the system created an agent for the AlphaGenome paper in 45 minutes for a cost of $14, outperforming other biomedical AI tools. The technology aims to make scientific knowledge more accessible and reproducible across disciplines.

Paper2Agent Framework Converts Static Research into Interactive AI Agents
technology27 days ago

Paper2Agent Framework Converts Static Research into Interactive AI Agents

A new framework called Paper2Agent transforms static research papers into interactive AI agents capable of executing complex scientific tasks. By converting code and data into Model Context Protocol (MCP) servers, the system allows users to query research methods via natural language, significantly lowering technical barriers. Case studies show the system reproduces original results with high accuracy while enabling novel analyses, such as prioritizing causal genes for psoriasis. This shift moves scientific dissemination from passive reading to active, collaborative computation.