Build a Fact-Checking Pipeline for AI-Generated Content: Real-Time Verification Using Claude API

A modular Python pipeline uses Claude’s extended thinking to extract verifiable claims from AI-generated articles.

It checks each claim in parallel against Wikipedia and search results, then assigns confidence scores.

The workflow outputs structured results that can plug into a CMS or CLI for editorial review.

The approach aims to cut editor workload by automating a first-pass fact check and flagging risky statements faster.