~/talk

AI  Your Data

Talkat HalfStack Phoenix 2025 · on Friday, 2025-01-31· [large-language-models, peer-to-peer]
links:none on file
slides:none on file

Claim: AI needs root access to personal streams to be useful, so the future is local agents running on devices rather than vendors aggregating data. Implements concrete building blocks: SHA-256 hashes, ed25519 keys, content-addressed storage, blockchains/Merkle DAGs with vector clocks and CRDTs. Uses libp2p-like middleware and NAT traversal with a goal of an easy install (npm install p2p). Prototypes and demos exist but UX and reliable self‑hosting remain unsolved; expects momentum by 2026.

AI-written summary · about

  1. 0:00AI needs your data
  2. 1:54Local AI future
  3. 3:38User experience gap
  4. 6:51Peer-to-peer building blocks
  5. 12:11Hashing and encryption
  6. 15:05Blockchain basics
  7. 23:29Merkle DAGs explained
  8. 25:15Vector clocks for sync
  9. 29:50CRDTs and next steps
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