🛂Quality Control

Incentives & Penalties

AImagine incorporates a reward and penalty mechanism to encourage responsible AI development and deployment.

Validator Rewards System

1. Accurate AI Model Approvals Earn Rewards

• Validators who consistently approve high-performing AI agents receive staking rewards.

• A scoring system ranks validators based on their historical validation success.

2. Community Contributors Receive AIMG Rewards

• Users who provide valuable feedback, testing, and training data earn $AIMG incentives.

Penalty System for AI Agent Misuse

1. Slashing for Malicious Validators

• Validators who approve faulty or harmful AI agents risk losing a portion of their staked tokens.

• AI agents that fail to meet performance standards may undergo mandatory retraining.

2. AI Agent Deactivation for Repeated Violations

• Agents that continuously fail performance audits can be removed from active use.

• AI developers must stake funds that can be slashed if an agent is found to be misused.

Comparison: AImagine AI Validation vs. Traditional AI Regulation

Feature	AImagine AI Validation	Traditional AI Regulation
Decentralized Oversight	✅ Yes	❌ No
Smart Contract Enforcement	✅ Yes	❌ No
Community-Governed Disputes	✅ Yes	❌ No
Validator Staking Incentives	✅ Yes	❌ No
Real-Time AI Model Monitoring	✅ Yes	❌ Limited

AImagine ensures high-quality AI agent performance, ethical compliance, and security through a decentralized validation framework. By combining pre-deployment testing, on-chain monitoring, and community oversight, AImagine creates a transparent, accountable, and evolving AI ecosystem.