Challenges and Solutions

• Challenge: Data noise from low-quality X posts or manipulated signals.

  • Solution: AI filters for spam and a staking-based validation system to ensure data quality.

• Challenge: High compute costs for AI models.

  • Solution: Use decentralized compute networks and optimize models for efficiency.

• Challenge: Adoption in a competitive analytics market.

  • Solution: Leverage Solana’s ecosystem, offer community rewards, and focus on user-friendly UX.