🛰️ Daily AI Frontier
‹ back to 2026-09-17

Reimagining research papers as interactive and reliable AI agents

Nature LLM Agents Jiacheng Miao, Joe R. Davis, Yaohui Zhang, Jonathan K. Pritchard, James Zou 2026-09-16

TL;DR - Paper2Agent converts research papers and their associated code and data into interactive, tool-using AI agents. This could make published work easier to reproduce, query and extend through agent-driven scientific collaboration.

  • Uses the Model Context Protocol to expose research artifacts as callable tools.
  • Incorporates manuscripts, code and data into the agent’s context.
  • Aims to reproduce original results and answer new scientific questions.
  • Supports collaboration between paper-derived agents to generate novel insights.

view merged work →