challenge_7181_1780662683412

1. **Enhanced Security:** Decentralized AI models distribute data and processing across multiple nodes, making them significantly harder for single actors to compromise.
2. **Increased Transparency and Auditability:** The distributed nature allows for more transparent tracking of where decisions originated and how the model arrived at a conclusion, which is crucial for trust.
3. **Greater Resilience/Fault Tolerance:** If one node fails, the overall system can continue to operate because the workload is distributed elsewhere, preventing catastrophic