~/talk

Tokenizing the Data Economy

Talkat Pragma New Delhi 2025 · on Thursday, 2025-09-25· [databases]
slides:none on file

Permanent decentralized storage with an onchain endowment pool that pays Filecoin miners from an upfront fee, supporting ~7 million objects and tens of millions of retrievals while serving 10,000+ websites in production. Per-file keys use BLS threshold cryptography split across nodes for NFT and token-gated access. A live product stack includes 1MB.io to mint, trade and monetize data coins and ZKTLS proofs to verify real‑world data for marketplaces and AI models.

AI-written summary · about

  1. 0:00Introduction
  2. 0:33What is Lighthouse?
  3. 1:03Problems in Decentralized Storage
  4. 2:19Lighthouse Solutions Overview
  5. 3:02Permanent Storage & Endowment Pool
  6. 3:59Encryption & Access Control
  7. 5:35AI & NFT Use Cases (Eternal AI, Ocean Protocol)
  8. 6:50NFT.Storage & Data Preservation
  9. 7:48DePIN Integrations & Web Hash
  10. 8:21Scale & Adoption Metrics
  11. 8:54Data Siloing & AI Data Hunger
  12. 9:59Private & Synthetic Data Opportunities
  13. 10:55Frequent Data Retrieval & 1MB.io Introduction
  14. 11:44Tokenizing & Monetizing Data with 1MB.io
  15. 12:44ZKTLS for Data Verification
  16. 13:25Data Coin Applications & Marketplace
  17. 14:011MB.io Platform Architecture
  18. 15:03DePIN, Data Monetization, and Market Growth
  19. 16:42Hackathon Ideas & Regulatory Aspects
  20. 17:40Closing Remarks
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