TruthLayer

Project Overview

TruthLayer is an intelligent fact-checking and verification pipeline designed to detect factual errors and hallucinations in AI-generated text. It leverages a multi-source API integration (Wikidata, Wikipedia, Google FactCheck, Serper) coupled with intelligent claim routing. The system produces a definitive verdict on AI outputs with precise source attribution and hallucination classification.

Key Features

• Automated detection and classification of AI hallucinations.
• Intelligent claim routing across multiple authoritative knowledge bases.
• Verifiable output verdicts (correct, incorrect, unverifiable).
• Inline source attribution and citation generation.
• Developer API for integrating fact-checking into existing AI pipelines.