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> PAW reframes the foundation model from a per-input problem solver into a tool builder: invoked once per function definition, it produces a small reusable arti
by mathisfun123 3mo ago
> PAW reframes the foundation model from a per-input problem solver into a tool builder: invoked once per function definition, it produces a small reusable artifact whose subsequent calls per function application are cheap and offline.
Umm you can just get the LLM to spit out real functions instead of fuzzy functions and just run those real functions through real interpreters, which is also "cheap" and "offline".
- evw 3mo ago> Each is the kind of fuzzy task that resists symbolic implementation but does not need an API call to a 30B-parameter model on every input.
- chrishare 3mo agoFor super simple programs, yes, this doesn't make sense. For very complicated programs, the generated code would begin to look like spaghetti so fine that it begins to look like weights.