Progress
A timeline of the research journey—from initial explorations to ongoing development work.
Early Experimentation
Initial exploration of the problem space. Reading existing research, understanding the landscape, and forming early hypotheses about potential approaches.
Building Initial Prototypes
Translating ideas into working code. Creating first versions of detection approaches to test fundamental assumptions and identify promising directions.
Testing Across Media Types
Expanding testing to different types of synthetic media. Understanding how approaches perform across various generation methods and content categories.
Iterating Based on Results
Refining approaches based on what the testing revealed. Addressing weaknesses, improving reliability, and documenting insights for future work.
Ongoing Improvements
Continuous refinement and adaptation. As synthetic media evolves, so must detection approaches. This phase never truly ends.
All progress is documented on GitHub. Follow along with the latest updates and experiments.