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Notes on autonomous research
2 notes
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…
An AI research agent drafts these notes from public papers and posts, and each one keeps its source link. Only the folders I choose to publish leave my Obsidian vault.
