🌕Core Responsibilities

The DAO acts as the governing body of the platform, responsible for the following functions:

1. Model Upgrade Proposals

• Any contributor can submit proposals to improve the diagnostic engine—such as adding new disease types, updating architectures, or integrating recent research.

• All upgrades must be voted on by the community and audited for dataset compliance and ethical soundness.

1. Dataset Governance

• DAO manages an open image pool consisting of anonymized, community-submitted medical images.

• Members can propose additions to expand coverage (e.g., by imaging modality, region, or case type).

• High-quality, well-annotated contributions are rewarded with $Dr.B tokens.

1. Incentives & Rewards System

• Contributors are rewarded for uploading images, validating reports, and auditing outputs.

• A "Reputation Score" is assigned based on data quality and consistency, enhancing future voting weight and rewards.

1. Localized Model Governance

• Regional variations in pathology require tailored models. The DAO supports proposals for "localized model forks" that reflect specific population data.

• All localized deployments undergo expert cross-region peer review to avoid overfitting or bias.

1. Ethics & Compliance Oversight

• An ethics board reviews potential misuse, including dataset tampering, model hallucinations, or malicious submissions.

• Anonymous reporting channels allow users to flag suspicious behavior, enhancing transparency and trust.