Our Mission
In an era where synthetic media is rapidly evolving, our goal is to empower individuals with the visual literacy and critical thinking skills needed to navigate the digital frontier.
The Vision
As AI generators reach "photorealistic" capabilities, the line between reality and simulation blurs. ImageGuesser serves as an interactive laboratory—a place where the human eye can be trained to recognize the subtle "probabilistic artifacts" that betray an AI's synthetic origin. We believe visual literacy is the first line of defense against misinformation.
Radical Transparency
Ethics aren't an afterthought; they are our foundation. We clearly demarcate AI-generated content and adhere to strict disclosure standards. By using diverse models—from Stable Diffusion to Google's Imagen—we provide a comprehensive view of the current AI landscape without ever presenting fakes as absolute reality.
Global Awareness
Our community is a global network of "detectors." Every guess contributes to a broader understanding of how humans perceive AI. We collaborate with researchers and educators to share our findings on the "uncanny valley," helping the world stay one step ahead of the tech.
Educational Purpose
Beyond the game, we are a hub for learning. From the physics of light to the mathematics of diffusion, we provide deep-dive resources that explain the *why* behind every pixel. We want users to transition from "guessing" to "knowing."
Our Technology Stack
Every fake in our puzzles is generated with Google's current Nano Banana image models, so you train against the state of the art. We also study the other major model families, because the fakes you meet in the wild could come from any of them.
Google Nano Banana
Gemini's image models, which generate our puzzles. Excellent at following complex prompts but can leave subtle "smoothing" artifacts on skin and text, and a fine grain up close.
Stable Diffusion
The open-source giant. We study custom fine-tunes to understand specific edge cases like hands and text.
Flux
Known for its speed and photorealism. We study its tendency toward overly "clean" lighting (esthetic bias).
Privacy & Ethics in AI
Human-Centric Data
We collect game data to improve our educational insights, but we prioritize your anonymity. We do not track personal identifying information and never sell user data to third-party AI training companies.
Responsible Sourcing
The real images used in our puzzles are sourced from ethical providers like Unsplash, ensuring photographers are credited according to their respective licenses. Our AI generations are performed using paid, authorized APIs.
Stay Curious, Stay Vigilant
ImageGuesser is a project dedicated to the intersection of human creativity and machine intelligence. We're constantly evolving as the technology does.