TrueSight is an AI-powered content authenticity detector created for Spurhacks2025. It analyzes shared TikTok/Reel links in real-time and instantly notifies users whether the content is AI-generated—without interrupting their scrolling session. With TrueSight, you can stay informed about the content you consume while maintaining your social media flow.
We built TrueSight to combat the rising wave of AI-generated misinformation on short-form video platforms. Our goal is to empower users to identify synthetic content effortlessly, promoting digital literacy without disrupting their browsing experience.
- Instant AI Detection: Share a TikTok/Reel link and receive a notification with an AI probability score (e.g., "92% likely AI-generated").
- Explainable Results: Clear reasons for the detection (e.g., "Unnatural facial movements, synthetic voice patterns").
- Seamless Integration: Works entirely in-app—no switching screens or losing your place.
- History Log: Optional saved results for reviewed content (future update).
- Share a Link: User shares a TikTok/Reel URL to TrueSight (via app/extension).
- AI Analysis: Our model processes the video’s visual/audio features.
- Smart Notification: Returns a percentage score and detection rationale directly to the user’s device.
- Mobile App:
- Open TrueSight and enable notifications.
- Share TikTok/Reel links directly to the app.
To run TrueSight locally:
git clone https://github.com/your-username/TrueSight.git
cd TrueSight
pip install -r requirements.txt # AI dependencies
npm install # Frontend dependencies