Future directions
Google DeepMind is continuing to develop and refine the SynthID technique, with the goal of making it more effective and resilient to attacks. Some potential future directions include:
- Improved watermarking functions: Developing more advanced watermarking functions that can better detect and distinguish AI-generated content.
- Multi-modal detection: Developing techniques that can detect AI-generated content across multiple modalities, such as text, images, and audio.
- Explainability: Developing techniques that can provide more insights into the decision-making process of AI models, making it easier to detect and prevent AI-generated content.