Most Atkia Farzana Esha@esha462

AI Reality Integrity Engine is a fully autonomous fact-checking and truth-verification system designed to combat misinformation in real time. The project combines advanced natural language understanding, claim extraction, evidence retrieval, and NLI-based reasoning to evaluate the accuracy of any statement a user submits. The system works in five stages: Claim Extraction — It identifies factual statements inside user-provided text. Evidence Retrieval — It optionally searches the web for reputable sources using APIs like Tavily. AI Verification — Using state-of-the-art Groq models (Llama 3.3 70B / 8B), it performs deep reasoning to classify each claim as Supported, Contradicted, or Unverified. Verdict Scoring — It generates a truth score, confidence level, and structured explanation. Summary Generation — It outputs a concise overview for the end user. The project includes a FastAPI backend, a responsive Streamlit frontend, a fully cloud-deployed architecture, and modular design suitable for integration with news platforms, academic tools, and safety applications. Its mission is to make truth verification fast, accessible, and reliable for everyone.

Leverage Orchestrate’s digital skills to design solutions that automate repetitive tasks, orchestrate workflows across tools, and empower employees to focus on high-value work. ⏳ Complete your project in just 48 hours and showcase your innovation. 🚀 Gain hands-on experience building with IBM watsonx Orchestrate. 💡 Develop practical AI agents that reshape the way teams and organizations operate. ⭐ Learn directly from experts who will support you throughout the event. 🤝 Team up or work independently to bring your vision to life. 💰 Prizes: $10,000 🧑🏻‍💻 Sign up before the Kick-Off Stream and start shaping the future with IBM watsonx Orchestrate!

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!