FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.
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Updated
Sep 29, 2026 - Python
FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.
AI时代真实照片认证协议 — 数字水印 + 设备签名 + 区块链NFT,让每一张照片都有真实来源
Open-source multimodal fact-checking skill for OpenClaw — verify news, claims, images, and videos in any language. Zero config.
AI-powered multi-agent platform for academic notice analysis, study planning, and trustworthy news verification using responsible AI.
🛡 TruthGuard™ Extension is a browser extension designed to help users verify the credibility of online information and protect against misinformation. By leveraging advanced algorithms and community-driven insights, TruthGuard provides real-time analysis and warnings about potentially misleading content while you browse.
AI-powered fake news detection system using advanced NLP, fact verification, and source reliability analysis. Built with Next.js 14, featuring real-time credibility assessment, comprehensive RESTful API, and professional dark/light mode interface for combating misinformation.
Open-source credibility engine for news, web content and social media - provenance, claim verification, source reputation and manipulation signals.
TruthLens is an AI-powered news authenticity verifier that uses Google Gemini 2.0 Flash to detect misinformation, analyze bias, fact-check claims, and generate forensic verification reports in real time.
News source tracing and credibility verification tool/新闻溯源与真实性验证工具
Public development archive for FactCircuit (formerly Accuracy Tracing), including historical branches, raw experimental artifacts, and research iterations.
AI-powered news verification: fine-tuned BERT REAL/FAKE classification with Tesseract OCR, URL extraction, analysis signals, Groq explanations, and a contextual follow-up assistant (Django + MySQL).
A Gemini CLI skill for four-dimension news credibility verification with file-based orchestration and checkpoint resume.
Open-source Python tools for checking football news sources and transfer-report confidence.
Explainable AI framework for detecting psychological manipulation in digital news using NLP and source verification
pramāṇa (प्रमाण) — "a valid means of knowledge." A news intelligence platform that separates verified fact from contested claim, shows how outlets frame the same event differently, and grounds every answer in a retrievable source.
A Hybrid Fake News Detection System that combines Logistic Regression (Machine Learning) with real-time DuckDuckGo News API integration to verify claims against live global news sources. Features a 82%+ accuracy rate and a modern Streamlit UI.
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