Verity is a forensic verification AI that analyzes contradictory evidence across multiple formats (video, audio, documents, images) to reconstruct verified timelines and detect inconsistencies. Built with Gemini 3's advanced reasoning capabilities and transparent thinking mode.

Fine-tuned roberta-base classifier on the LIAR dataset. Aaccepts multiple input types text, URLs, and PDFs and outputs a prediction with a confidence score. It also leverages google/flan-t5-base to generate explanations and uses an Agentic AI with LangGraph to orchestrate agents for planning, retrieval, execution, fallback, and reasoning.

Multi-model AI tribunal — consensus-driven truth verification. FastAPI + SwiftUI + Next.js + Rust.

An alpha implementation of of a document format and "truth engine" designed to promote trustworthy content

AI research for bias mitigation and truth verification - building fair, transparent systems that combat misinformation while ensuring equitable outcomes across all demographics.

A desktop tool for creating Bitcoin-anchored digital proofs, based on a quantum-inspired philosophy where truth emerges from entangled data.

TruthGit — Governance layer for AI agents. Consensus tracking with ontological classification.