Berkley RDI: Code Translation

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Abstract

Talk at Berkeley RDI on using LLMs for safe code translation between programming languages.

Key points:

  • The SolMover framework for concept-based code translation
  • Translating smart contracts between Solidity and Move
  • Multi-agent collaboration for safe code generation
  • Handling low-resource and domain-specific languages

Takeaway: LLMs can translate code between languages they have never seen by learning concepts rather than syntax, enabling safe translation for domain-specific languages.