~/talk

Introduction to Chainlink Confidential AI Attester

Talkat ETHGlobal New York 2026 · 2026-06-12..06-14· [large-language-models]
slides:none on file

Alpha Chainlink Confidential AI Attester performs document analysis inside a Trusted Execution Environment and returns verifiable attestations that a DeFi contract can read on-chain. The demo uploads a mock financial PDF, runs an LLM (Gemma 4 or switchable models) inside AWS Nitro Enclave, receives an attestation that the borrower is approved, and a CRE callback decrypts and writes the decision, document digest, and transaction hash to testnet using CRE CLI v19+ --broadcast. Hackathon bounties include specific cash prizes for CRE, other Chainlink services, the attester, and continuity tracks.

AI-written summary · about

  1. 0:00Introduction
  2. 0:12Why Chainlink for Your Hackathon Project
  3. 0:36Meet Solange and Andrej
  4. 1:00The Chainlink Bounties
  5. 1:31The New Confidential AI Attester Bounty
  6. 2:01Extending an Existing Chainlink Project
  7. 2:12Installing the Chainlink Developer Skills
  8. 2:29The Chainlink Runtime Environment
  9. 2:56A Special Guest Judge: Ari Juels
  10. 3:18What Is the Confidential AI Attester
  11. 3:42Why Proving Financials Is Not Private
  12. 4:02An Early Alpha Experiment
  13. 4:25Candidate Use Cases
  14. 4:48A Look at the Playground and Resources
  15. 5:33Why to Use the AI Skills
  16. 5:52Getting an API Key
  17. 6:16Uploading a Financial PDF
  18. 6:45Running the Analysis Inside a TEE
  19. 7:16Verifying the Attestation On Chain
  20. 7:49How the CRE Callback Stores the Decision
  21. 8:20The Undercollateralized Loan Prompt
  22. 8:40Checking the CRE CLI Version
  23. 9:05Simulating With an HTTP Trigger
  24. 9:29Exposing Localhost With ngrok
  25. 9:54Submitting the Request
  26. 10:18The Broadcast Flag Writes to Testnet
  27. 11:07Seeing the Approved Decision and Transaction
  28. 11:34Querying the Contract for the Decision
  29. 12:02The LLM and Enclave Behind It
  30. 12:36Q&A: Is CRE Required
  31. 13:04Walking Through the Demo Repo
  32. 14:07Q&A: Verifying the Callback
  33. 15:21Recapping the Four Bounties
  34. 16:35API Keys and Data Streams Credentials
  35. 17:15Closing
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