Best AI tools for< Fact-check >

Fact Check Anything (FCA) is a browser extension that allows users to fact-check information on the internet. It uses AI to verify statements and provide users with reliable sources. FCA is available for all browsers using the Chromium engine on Windows or MacOS. It is easy to use and can be used on any website. FCA is a valuable tool for anyone who wants to stay informed and fight against misinformation.

Debunkd AI Fact Checker was a pioneering AI application that provided accurate information to users by debunking myths and verifying facts. Despite facing challenges in sustainable monetization, the platform aimed to deliver reliable content to its audience. The shutdown announcement expressed gratitude to users and hinted at a potential relaunch in the future.

Filtir is a fact-checking ChatGPT Plugin that assesses the veracity of factual claims in written text by providing evidence to support or flag claims as 'unsupported'. It aims to combat misinformation by helping content authors verify the accuracy of their content. Filtir also offers a web app version for easy access and usage.

Katteb is an AI-powered writing software that utilizes rigorous fact-checking techniques to deliver you content of the highest credibility. It ensures to provide you with reliable information supported by credible sources and in-text citations. By using Katteb, you can significantly enhance your credibility and trust score in search engines.

ZeroGPTDetector is a website that focuses on verifying human users and ensuring secure connections. It performs security checks to prevent automated bots from accessing the site. Users may encounter a brief waiting period during the verification process. The site utilizes JavaScript and cookies for seamless browsing. Powered by Cloudflare, ZeroGPTDetector prioritizes performance and security for a safe online experience.

Rio is an AI-powered news anchor that provides users with fact-checked news from credible sources. It uses AI to identify global news that users might be missing and personalizes the news briefing based on user preferences. Rio offers full-length articles without ads or cookie banners and allows users to listen to the news instead of reading it.

Originality AI is a comprehensive toolset designed for website owners, content marketers, writers, and publishers to ensure integrity in content creation. It offers AI Plagiarism Checker, Fact Checker, and Readability Checker. The tool helps users detect AI-generated content, paraphrased text, and plagiarism accurately. It is built to assist publishers, agencies, writers, and content marketing agencies in verifying the originality of content, managing team access, and enhancing content quality.

Mind Meld Canvas AI is an AI content generation tool that helps users create high-quality content for various purposes such as blog posts, emails, social media, and more. Users can input prompts or contexts, and the tool swiftly generates personalized copy, saving time and effort. With features like template selection, prompt customization, and content editing, Mind Meld Canvas AI empowers businesses to enhance their marketing campaigns and boost productivity.

Logically is an AI-powered platform that helps governments, NGOs, and enterprise organizations detect and address harmful and deliberately inaccurate information online. The platform combines artificial intelligence with human expertise to deliver actionable insights and reduce the harms associated with misleading or deceptive information. Logically offers services such as Analyst Services, Logically Intelligence, Point Solutions, and Trust and Safety, focusing on threat detection, online narrative detection, intelligence reports, and harm reduction. The platform is known for its expertise in analysis, data science, and government affairs, providing solutions for various sectors including Corporate, Defense, Digital Platforms, Elections, National Security, and NGO Solutions.

Genaios is an AI-powered web application and Chrome plugin that helps users detect and verify the authenticity of online information, particularly in distinguishing between real content and AI-generated texts. With the power of AI, Genaios enables users to fact-check documents, validate sources, and identify AI-generated texts in multiple languages. The application aims to combat fake news and information overload on the internet, providing a reliable solution for users to trust the media again.

VerifactAI is a tool that helps users verify facts. It is a web-based application that allows users to input a claim and then provides evidence to support or refute the claim. VerifactAI uses a variety of sources to gather evidence, including news articles, academic papers, and social media posts. The tool is designed to be easy to use and can be used by anyone, regardless of their level of expertise.

Sourcer AI is an AI-powered fact-checking tool that provides real-time assessments of source credibility and bias in online information. It revolutionizes the evaluation process by using cutting-edge artificial intelligence to uncover reputability ratings and political biases of online sources, helping users combat misinformation and make informed decisions.

InVID is a knowledge verification platform that helps detect emerging stories and assess the reliability of newsworthy video files and content spread via social media. It provides tools and services to help users verify the authenticity of videos and identify potential misinformation.

TrueMedia.org is a non-profit, non-partisan organization that fights political deepfakes. They offer a free AI-enabled deepfake detector to help newsrooms and the public identify and combat AI-manipulated content.

BS Detector is an AI tool designed to help users determine the credibility of information by analyzing text or images for misleading or false content. Users can input a link, upload a screenshot, or paste text to receive a BS (Bullshit) rating. The tool leverages AI algorithms to assess the accuracy and truthfulness of the provided content, offering users a quick and efficient way to identify potentially deceptive information.

TAID is a cutting-edge AI tool that specializes in analyzing text to determine whether it was created by a human or generated by artificial intelligence models like ChatGPT. It helps users combat misinformation, ensure transparency, and maintain trust in online communication by verifying the authenticity of the text they encounter. TAID utilizes advanced machine learning algorithms to achieve impressive accuracy in detecting AI-generated content, offering a free detection service with unlimited usage and no hidden fees or subscriptions.

Critique is an AI tool that redefines browsing by offering autonomous fact-checking, informed question answering, and a localized universal recommendation system. It automatically critiques comments and posts on platforms like Reddit, Youtube, and Linkedin by vetting text on any website. The tool cross-references and analyzes articles in real-time, providing vetted and summarized information directly in the user's browser.

Journalist's Toolbox AI is a comprehensive platform designed to equip journalists with the latest AI-driven tools and resources to enhance their reporting and storytelling capabilities. The website offers a wide range of features and training materials to help journalists stay ahead in the rapidly evolving digital journalism landscape. From fact-checking and summarization tools to AI productivity and editing tools, Journalist's Toolbox AI provides a one-stop solution for journalists looking to leverage AI technology in their work. With a focus on empowering journalists with innovative tools and best practices, the platform serves as a valuable resource for professionals and aspiring journalists alike.

LongShot is an AI co-pilot application designed to plan, generate, and optimize content products. It offers a comprehensive set of features such as Content Planner, AI Workflows, SEO Checker, AI Interlinking, and FactGPT to assist content creators in creating engaging and fact-checked content. LongShot aims to blend creativity and optimization seamlessly to produce exceptional content that resonates with the audience. The application caters to content marketers, agencies, and individuals looking to enhance their content strategy with the help of AI technology.

TrueBees is a deepfakes detector application designed to verify the trustworthiness of images shared on social media. It utilizes AI technology to detect AI-generated portraits and prevent their dissemination online. The tool is specifically tailored for media professionals and law firms to ensure the authenticity of images used in news articles, legal cases, and social media posts. TrueBees aims to combat the spread of deepfakes and disinformation by providing a reliable solution for image verification.

MiniCheck is an efficient fact-checking tool designed to verify claims against grounding documents using large language models. It provides a sentence-level fact-checking model that can be used to evaluate the consistency of claims with the provided documents. MiniCheck offers different models, including Bespoke-MiniCheck-7B, which is the state-of-the-art and commercially usable. The tool enables users to fact-check multi-sentence claims by breaking them down into individual sentences for optimal performance. It also supports automatic prefix caching for faster inference when repeatedly fact-checking the same document with different claims.

LLM-for-misinformation-research is a curated paper list of misinformation research using large language models (LLMs). The repository covers methods for detection and verification, tools for fact-checking complex claims, decision-making and explanation, claim matching, post-hoc explanation generation, and other tasks related to combating misinformation. It includes papers on fake news detection, rumor detection, fact verification, and more, showcasing the application of LLMs in various aspects of misinformation research.

Loki is an open-source tool designed to automate the process of verifying the factuality of information. It provides a comprehensive pipeline for dissecting long texts into individual claims, assessing their worthiness for verification, generating queries for evidence search, crawling for evidence, and ultimately verifying the claims. This tool is especially useful for journalists, researchers, and anyone interested in the factuality of information.

NeMo Guardrails is an open-source toolkit for easily adding _programmable guardrails_ to LLM-based conversational applications. Guardrails (or "rails" for short) are specific ways of controlling the output of a large language model, such as not talking about politics, responding in a particular way to specific user requests, following a predefined dialog path, using a particular language style, extracting structured data, and more.

Convoscope is a suite of smart glasses and web tools designed to augment conversations by providing live proactive agents that answer questions, offer definitions, insights, and alternative viewpoints. It includes features like 'Mira' AI Assistant, Convoscope Proactive AI Agents, Language Learning app, Screen Mirror functionality, and upcoming features such as Live Captions, ADHD Glasses, and Live Language Translation. The tool supports various smart glasses models and Android 12+ phones, offering a unique experience for real-life conversations, meetings, and video calls.

The 'llm-misinformation-survey' repository is dedicated to the survey on combating misinformation in the age of Large Language Models (LLMs). It explores the opportunities and challenges of utilizing LLMs to combat misinformation, providing insights into the history of combating misinformation, current efforts, and future outlook. The repository serves as a resource hub for the initiative 'LLMs Meet Misinformation' and welcomes contributions of relevant research papers and resources. The goal is to facilitate interdisciplinary efforts in combating LLM-generated misinformation and promoting the responsible use of LLMs in fighting misinformation.

This repository focuses on unraveling the sources that large language models tap into for attribution or citation. It delves into the origins of facts, their utilization by the models, the efficacy of attribution methodologies, and challenges tied to ambiguous knowledge reservoirs, biases, and pitfalls of excessive attribution.

LLMWare is a framework for quickly developing LLM-based applications including Retrieval Augmented Generation (RAG) and Multi-Step Orchestration of Agent Workflows. This project provides a comprehensive set of tools that anyone can use - from a beginner to the most sophisticated AI developer - to rapidly build industrial-grade, knowledge-based enterprise LLM applications. Our specific focus is on making it easy to integrate open source small specialized models and connecting enterprise knowledge safely and securely.

This leaderboard evaluates the hallucination rate of various Large Language Models (LLMs) when summarizing documents. It uses a model trained by Vectara to detect hallucinations in LLM outputs. The leaderboard includes models from OpenAI, Anthropic, Google, Microsoft, Amazon, and others. The evaluation is based on 831 documents that were summarized by all the models. The leaderboard shows the hallucination rate, factual consistency rate, answer rate, and average summary length for each model.

The LLM RAG Workshop repository provides a workshop on using Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) to generate and understand text in a human-like manner. It includes instructions on setting up the environment, indexing Zoomcamp FAQ documents, creating a Q&A system, and using OpenAI for generation based on retrieved information. The repository focuses on enhancing language model responses with retrieved information from external sources, such as document databases or search engines, to improve factual accuracy and relevance of generated text.

Rakis is a decentralized verifiable AI network in the browser where nodes can accept AI inference requests, run local models, verify results, and arrive at consensus without servers. It is open-source, functional, multi-model, multi-chain, and browser-first, allowing anyone to participate in the network. The project implements an embedding-based consensus mechanism for verifiable inference. Users can run their own node on rakis.ai or use the compiled version hosted on Huggingface. The project is meant for educational purposes and is a work in progress.

This repository is a curated list of research papers that explore the integration of Large Language Model (LLM) technology with tabular data. It aims to provide a comprehensive resource for researchers and practitioners interested in this emerging field. The repository includes papers on a wide range of topics, including table-to-text generation, table question answering, and tabular data classification. It also includes a section on related datasets and resources.

This repository provides a curated list of papers, datasets, and resources related to the detection and mitigation of hallucinations in large language models (LLMs). Hallucinations refer to the generation of factually incorrect or nonsensical text by LLMs, which can be a significant challenge for their use in real-world applications. The resources in this repository aim to help researchers and practitioners better understand and address this issue.

Geolocation-OSINT is a repository that provides a comprehensive list of resources, tools, and platforms for geolocation challenges and open-source intelligence. It includes a wide range of mapping services, image search tools, AI-powered geolocation estimators, and satellite imagery archives. The repository covers various aspects of geolocation, from finding GPS coordinates to estimating the size of objects in images. Users can access tools for social media monitoring, street-level imagery, and geospatial analysis. Geolocation-OSINT is a valuable resource for individuals interested in geolocation, mapping, and intelligence gathering.

KG-LLM-Papers is a repository that collects papers integrating knowledge graphs (KGs) and large language models (LLMs). It serves as a comprehensive resource for research on the role of KGs in the era of LLMs, covering surveys, methods, and resources related to this integration.

LLaMA Factory is a unified framework for fine-tuning 100+ large language models (LLMs) with various methods, including pre-training, supervised fine-tuning, reward modeling, PPO, DPO and ORPO. It features integrated algorithms like GaLore, BAdam, DoRA, LongLoRA, LLaMA Pro, LoRA+, LoftQ and Agent tuning, as well as practical tricks like FlashAttention-2, Unsloth, RoPE scaling, NEFTune and rsLoRA. LLaMA Factory provides experiment monitors like LlamaBoard, TensorBoard, Wandb, MLflow, etc., and supports faster inference with OpenAI-style API, Gradio UI and CLI with vLLM worker. Compared to ChatGLM's P-Tuning, LLaMA Factory's LoRA tuning offers up to 3.7 times faster training speed with a better Rouge score on the advertising text generation task. By leveraging 4-bit quantization technique, LLaMA Factory's QLoRA further improves the efficiency regarding the GPU memory.

This repository contains a hand-curated list of great machine (deep) learning resources for Natural Language Processing (NLP) with a focus on Generative Pre-trained Transformer (GPT), Bidirectional Encoder Representations from Transformers (BERT), attention mechanism, Transformer architectures/networks, Chatbot, and transfer learning in NLP.

Notes on AI state of the art, with a focus on generative and large language models. These are the "raw materials" for the https://lspace.swyx.io/ newsletter. This repo used to be called https://github.com/sw-yx/prompt-eng, but was renamed because Prompt Engineering is Overhyped. This is now an AI Engineering notes repo.

A helpful guide for understanding the paper "Artificial intelligence is ineffective and potentially harmful for fact checking"

FactCheck Navigator GPT is designed for in-depth fact checking and analysis of written content and evaluation of its source. The approach is to iterate through predefined and well-prompted steps. If desired, the user can refine the process by providing input between these steps.

A dedicated, detail-oriented fact-checker for journalistic content.

Provides current facts with supporting and counter-evidence for balance.

Finance fact-checker with accuracy scoring, using sources like NerdWallet, Investopedia, BEA, and St. Louis Fed.

Fact-checker with a flair for humor, culture, and calling out myth-believers - Now in Ukrainian!

Unashamedly engages in bothsidesism, without fear or favor, but with rigorous fact-checking.

Reliable News Fact-Checker and Analyst, delivering accurate news insights.

Helps reporters and writers with investigative research, interview questions and fact-checking for accurate reporting.

Searches the web's verified fact-checkers to evaluate facts and claims

Scientific therapist with web-search for fact-checking thoughts.

Ai PDF is a GPT (uses the popular Ai PDF plugin) that allows you to chat and ask questions of your PDF documents and have it explained to you by ChatGPT. We also include page references to help you fact-check all answers.

Debunks misinformation with structured, evidence-based responses and citations.

How trustworthy is this article?

Débunker d'infos, vérificateur de photos, avec analyse de sentiments, résumés automatiques, alertes personnalisées, cartographie des sources et éducation aux médias.

I analyze political bias in news, offering neutral, factual insights.

Digital detective for conspiracy theories using facts, web research, and the TAP theory method

Less hallucination by requiring sources for facts

Detects and measures information credibility. Provides a "BS Score" (0-100) based on content analysis for misinformation signs, including factual inaccuracies and sensationalist language. Real-time feedback.

Investigates and dispels widespread urban legends and misconceptions.