🧠AI & Analytics Layer

AI is tightly integrated into SolEcho’s infrastructure to ensure smart content handling, real-time personalization, and platform safety.

Capabilities:

• NLP-Powered Moderation:

  • Detects and flags:

    • Hate speech.

    • Misinformation.

    • Spam and bots.

  • Built using fine-tuned NLP models with ongoing DAO-based training feedback.

• Predictive Analytics:

  • Understands engagement patterns to:

    • Suggest relevant content.

    • Improve feed accuracy.

    • Identify trending topics early.

• Anti-Bot Protection:

  • Machine learning models detect unusual behavior like:

    • Mass posting.

    • Vote manipulation.

    • Fake accounts (Sybil attacks).

🧠 All AI systems operate with transparency and are governed by the community via DAO input.