AI Layer

The Agent OS powers the intelligent behavior across the SocialBlock ecosystem. It houses a cluster of agents responsible for dynamic moderation, trust evaluation, and social signal interpretation.

Key Agents:

  1. Reputation Oracle – Scores validators/users on trustworthiness, behavior, and governance activity

  2. Trend Crawler – Monitors domains for rising topics, tokens, memes, and on-chain trends

  3. Moderator Bot – Flags toxic or bot-like activity in chatrooms

  4. Referral Verifier – Verifies authentic onboarding via social graph and language analysis

Stack:

  • LangChain + LlamaIndex: Memory + orchestration

  • Pinecone / Weaviate: Vector search & retrieval-augmented memory

  • OpenAI / Claude / Local LLMs: LLM-based judgment

  • Supabase: AI score storage and real-time retrieval

  • ZK-AI Compatible: Agents can log inputs/outputs for zkML auditing (via Modulus or RiscZero)

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