Members-Only
Recent Talks & Demos are for members only
You must be an AI Tinkerers active member to view these talks and demos.
October 14, 2025
·
Poland
Agentic Paper Verifier: Fact Checking
Demo of an agent that scans drafts for missing citations, adds “Citation needed”, runs PubMed searches via LangGraph, and returns verified or contradictory references.
Overview
I’ll demo a an agent that scans a user-drafted paper for uncited statements, inserts “Citation needed” comments, and spins up background jobs for verification. The TS Vercel AI SDK agent does quick scanning and RAG on user library; unsolved claims trigger Python LangGraph workflows for PubMed searches, relevance scoring, and factuality check. Outputs: inline citations, “couldn’t find,” or “contradicting evidence [citation].”
Links
Context-aware AI unifies scientific data for automated manuscript generation.
Tech stack