~/talk

Demolishing AI Gatekeepers

Talkat DSC Europe 23 · 2023-11-20..11-24· [web3, machine-learning]
links:none on file
slides:none on file

Claim: Big Tech blocks AI progress by locking training data, GPUs and talent behind walled gardens and quotas — startups often get ~10 GPUs and VCs back companies with access, while top hires command ~$10M sign‑on offers. Proposed fixes use Web3 and Superchain-style tooling to publish verifiable on‑chain sensor data, run a peer GPU marketplace, enable zero‑knowledge private training so models and datasets stay confidential, and create decentralized sensor networks (pollution, RFID) that feed provable training corpora and insurance products.

AI-written summary · about

  1. 0:00AI and blockchain synergies
  2. 1:29Gatekeepers restrict AI innovation
  3. 3:37OpenAI’s language model control
  4. 4:59AI talent scarcity and big tech
  5. 6:04Data-compute-talent gatekeeping
  6. 6:48Blockchain meets AI for trustless systems
  7. 8:13Verifiable data via decentralized sensors
  8. 10:43Insurance disintermediation with sensors
  9. 11:05Decentralized AI compute with GPUs
  10. 12:51Private AI training with zero-knowledge proofs
  11. 13:12Future of blockchain-AI integration
  12. 13:33Q&A on verifiability and Superchain
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