Moderation & Anti-Abuse Framework

Hybrid Moderation Model

• Community Flagging: On-chain signaling system enabling users to flag inappropriate or abusive content.

• Curator Council: A DAO-elected body responsible for reviewing ambiguous or edge cases where automated or community decisions are unclear.

• Appeals Process: Smart contract–based appeals mechanism that records outcomes and metadata on-chain for transparency and accountability.

Technical Detection Layer

• Off-Chain NLP Analysis: Natural Language Processing (NLP) models detect spam, harmful patterns, or automated abuse, with results submitted as on-chain attestations.

• Contract-Level Protections: Rate limits and cooldowns at the smart contract layer to prevent spam, Sybil attacks, and excessive transactions.

Penalties & Enforcement

• Graduated Penalties: Ranging from shadow limits (reduced visibility) to full hard blocks, governed by DAO-approved parameters.

• Slashing Mechanism: Staked tokens can be partially or fully slashed for proven malicious intent, ensuring strong deterrence against abuse.