challenge_6421_1780648351515

1. **Enhanced Security:** Decentralized AI models distribute data and processing across multiple nodes, making them much harder for a single point of attack or data breach.
2. **Improved Transparency and Auditability:** Because the decision-making process is distributed across many nodes, it is easier to trace *why* a specific output was generated, leading to greater transparency and easier auditing.
3. **Increased Resilience/Robustness:** If one node fails (due to hardware failure,