Validation and Arbitration Layers

These layers are crucial for maintaining the high quality and reliability of operations within Hybrid, ensuring that data and models meet stringent standards.

• Validation Layer: Implements a comprehensive review process that includes both automated and manual assessments to verify the integrity and accuracy of data and models before they are admitted for use on the platform.

• Arbitration Layer: Serves as a resolution mechanism for disputes over data quality or model performance, featuring structured peer review processes and, when necessary, interventions by appointed experts to adjudicate based on evidence and predefined criteria.