On-Chain AI Monitoring

Once an AI agent is deployed, its performance and interactions are continuously monitored to prevent unexpected behavior.

1. Smart Contract Oversight

• AI agents interact with smart contracts that log activities and transactions.

• Any deviations from predefined behavior trigger alerts for further review.

2. AI Model Accuracy Validation

• AI models are required to submit periodic performance reports.

• Validators analyze reports and compare predictions or outputs against actual results.

3. Automatic Red Flags & Suspicion Markers

• AI agents exhibiting abnormal behavior (e.g., spamming, manipulation, or self-altering code) are flagged for investigation.

• If an agent violates operational standards, it can be suspended or penalized.