The latest articles on DEV Community by thetruecopy (@thetruecopy). https://dev.to/thetruecopy https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4059280%2Fa18de296-c398-47a4-ad61-64599eaa7209.png https://dev.to/thetruecopy en thetruecopy Sun, 02 Aug 2026 15:32:16 +0000 https://dev.to/thetruecopy/building-an-ai-text-detector-with-roberta-burstiness-analysis-2chk https://dev.to/thetruecopy/building-an-ai-text-detector-with-roberta-burstiness-analysis-2chk <p>Hey everyone! I just deployed <strong>Veridraft AI Detector Pro</strong>, a Streamlit app designed to catch AI-generated text without relying solely on basic word probabilities.</p> <h3> Key Features </h3> <ul> <li> <strong>Global Context Scan:</strong> Evaluates overall document context alongside individual sentence windowing.</li> <li> <strong>Burstiness Scoring:</strong> Measures sentence length variance (<code>CV = std_dev / mean</code>) to catch uniform, robotic structures.</li> <li> <strong>Normalized Parsing:</strong> Cleans hidden characters in PDF/DOCX uploads so outputs match raw text.</li> <li> <strong>Tech Stack:</strong> Python, Streamlit Cloud, Hugging Face (<code>Hello-SimpleAI/chatgpt-detector-roberta</code>), PyTorch, PyPDF.</li> </ul> <p>🔗 <strong>Live Demo:</strong> <a href="https://thetruecopy-veridraft-detector-app-thguvb.streamlit.app" rel="noopener noreferrer">https://thetruecopy-veridraft-detector-app-thguvb.streamlit.app</a></p> <p>Would love for you to test it out and drop any feedback or edge cases!</p> python ai machinelearning streamlit