FIELD NOTES TOPIC
autonomous research
2 notes, newest first.
EviGraph: Evidence-Guided Autonomous Research Agents
The paper introduces EviGraph, a framework for autonomous research agents that maintains and validates an 'evolving claim-evidence structure' throughout the research process. The goal is to reduce unsupported claims…
Grounded autonomous research: a fault-tolerant LLM pipeline from corpus to manuscript in frontier computational physics
The paper presents a pipeline for an autonomous research agent that can produce publication-grade manuscripts in the field of condensed matter physics. The agent is capable of conceiving a research direction…
