{"paper_id":"2cc9812c-4e3c-4519-bba2-9c66af93132a","body_text":"ARES: Autonomous Real-time Evaluation System | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article ARES: Autonomous Real-time Evaluation System Gurarpit Singh This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-6973364/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract In an era where misinformation poses a strategic threat to public safety, democratic processes, and global stability, traditional fact- checking and detection methods fall short—lacking speed, scalability, and contextual depth. This paper presents ARES (Autonomous Real-time Evaluation System), an AI-driven, multi-modal misinformation detection and threat intelligence framework. Unlike existing systems limited to static text analysis or isolated classifiers, ARES integrates real-time processing of text, images, audio, video, and URLs with geopolitical inference, behavioral analytics, and symbolic reasoning. Its architecture features a triple-layered verification engine, deepfake and voice tampering detection, semantic drift tracking, and adversarial robustness, all tied into an actionable dashboard for analysts. Through comprehensive benchmarking, ARES demonstrates superior accuracy (F1-score: 0.92), low-latency performance (415ms/claim), and high resilience under stress scenarios such as election interference and health infodemics. Designed for deployment in national security, disaster response, and information warfare settings, ARES marks a paradigm shift toward scalable, autonomous digital truth infrastructure. Full Text Additional Declarations No competing interests reported. Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {\"props\":{\"pageProps\":{\"initialData\":{\"identity\":\"rs-6973364\",\"acceptedTermsAndConditions\":true,\"allowDirectSubmit\":true,\"archivedVersions\":[],\"articleType\":\"Research Article\",\"associatedPublications\":[],\"authors\":[{\"id\":527372829,\"identity\":\"81e6546a-5e79-484c-84e3-d8918ae1fab5\",\"order_by\":0,\"name\":\"Gurarpit 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