~/talk

Auto Merkleization: Where FP meets Algebra, Metaprogramming and OO

Talkat LambdaConf 2025 · 2025-05-12..05-13· [ai-assisted-development]
slides:none on file

Claims an automatic pipeline that generates zippers and merkle proofs from type definitions, using type-polynomial differentiation, zippers, content-addressing (SHA-256), and metaprogramming. Demonstrates two lines of code to produce merkle proofs for arbitrary recursive types, shows amortized O(1) focus access versus O(log n) from root traversal, and reports a Patricia Merkle trie prototype with 10× less code (Scheme/Haskell work) and deployment in skyrotocol.org, so the idea actually runs and compacts proofs.

AI-written summary · about

  1. 0:00Introduction
  2. 1:28What is Merkleization and why it matters
  3. 5:44Zippers for Merkle proofs
  4. 10:23Algebra of data types
  5. 17:07Differential calculus for recursion
  6. 22:11Automatic differentiation of types
  7. 27:14Zippers for algorithms
  8. 31:29Merkleization in 2 lines
  9. 34:40Manual zippers pitfalls
  10. 36:30Metaprogramming for types
  11. 38:17Zippers as primitives
  12. 40:02FP meets algebra and calculus
  13. 41:25Q&A
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