Interesting. Wouldn't this actually be a deterministic problem based on graph analysis. Id have thought LLMs would have been more effective taking the out out some graph recognizer and then identifying what those higher level constructs map to?
Deterministic maybe, but surely undecidable in the general case since you need whole program analysis to understand, for example, the purpose of a memory location. ML may help approximate this undecidable problem.
Comments
Interesting. Wouldn't this actually be a deterministic problem based on graph analysis. Id have thought LLMs would have been more effective taking the out out some graph recognizer and then identifying what those higher level constructs map to?
Deterministic maybe, but surely undecidable in the general case since you need whole program analysis to understand, for example, the purpose of a memory location. ML may help approximate this undecidable problem.