5. Conversational AI Layer

This layer ensures that every response is both technically accurate and user-friendly:

• Chain-synced reasoning: LLMs are restricted to reflect actual on-chain truth via verification hooks.

• Contextual memory: Retains relevant context across sessions to enable multi-turn blockchain queries.

• Safe fallback handling: Gracefully manages uncertain queries with explanation-based errors or suggestions.