Product Overview: Human or AI?
Human or AI?
Human or AI? is an innovative online platform designed to explore the boundaries between human and artificially generated content, specifically focusing on facial images. Here’s a detailed look at what the product does and its key features:
What it Does
Human or AI? is a social study platform that aims to determine whether users can differentiate between authentic human faces and those generated by Artificial Intelligence (AI). The platform presents users with a series of images and asks them to identify each image as either a real human face or an AI-generated one.
Key Features and Functionality
User Interface and Experience
- The platform is designed to be intuitive and user-friendly, ensuring a seamless experience for participants. Users are displayed a series of images and prompted to tag each one as either an AI-generated image or a real human face.
Data Collection and Analysis
- The platform engages a diverse audience to gather a wide range of perceptions and opinions. Over the course of the study, it collected responses from approximately 31,118 users, resulting in around 155,590 individual responses. Each response is carefully logged and stored for analysis to prevent biases and ensure data authenticity.
Image Curation
- The study uses a carefully curated set of 40 images, consisting of 20 authentic human faces sourced from stock photos and verified with their social profiles, and 20 AI-generated images using GAN (Generative Adversarial Networks) image generation models.
User Engagement
- The platform allows users to participate in multiple sessions, although only the results of the first gameplay are stored and analyzed. This approach helps in gathering initial, unbiased responses from a broad user base.
Data Privacy
- The system collects certain data like IP addresses and unique user IDs to enhance the user experience and provide meaningful game results, while ensuring the privacy and security of the collected data.
Purpose and Insights
The primary purpose of Human or AI? is to understand how well humans can distinguish between real and AI-generated facial images. This study provides valuable insights into the current capabilities of AI in generating realistic images and the human ability to detect these AI-generated images. The findings can be useful in various fields, including AI development, security, and social media, where identifying authentic versus generated content is increasingly important.