The solution can have components.
Use protocols/tools of TOIP, C2PA,
Some aspects of the solutions an be standardized.
How can SSI help AI applications?
Ecosystem trust that needs to be traceable. Entire workflow so people can drill into the details. To trust AI similarly the entire process. The actors. An annual check. Audit.
From Bo
The Trust infrastructure is naturally the foundation also for better AI
How could SSI support AI applications?
Self-Sovereign Identity (SSI) can be immensely supportive for AI applications in various ways:
1. **Data Integrity and Authenticity**: SSI ensures that the data shared with AI systems is authentic and unaltered, which is crucial for AI models that rely on accurate data for training and decision-making.
2. **Personalized Experiences**: With SSI, AI applications can offer personalized services without compromising users' privacy. Users can selectively share information, allowing AI systems to tailor experiences based on the provided data.
3. **Secure Data Access**: AI applications, especially in sensitive sectors like healthcare, need secure access to data. SSI can provide a mechanism for users to grant time-limited access to specific data, ensuring AI systems can function without perpetual access to personal data.
. **Reduced Data Bias**: By giving individuals control over their data, SSI can help in collecting diverse datasets that are more representative of the real world. This can aid in reducing biases in AI models.
5. **Trust and Transparency**: Users might be more willing to engage with AI applications if they know their data is managed through SSI, enhancing trust and transparency.
6. **Regulatory Compliance**: AI applications often operate within stringent regulatory environments, especially concerning data privacy (e.g., GDPR). SSI can aid in ensuring that data is processed and accessed in compliance with such regulations.
7. **Decentralized AI Models**: With the emergence of decentralized AI, where models are trained across multiple devices without centralizing data, SSI can provide a framework for secure and authenticated data sharing.
Pipe dream to see AI services list verified data per strength class it is using - should it be mandatory?