3 ms·
If you detect a level of drift that you can't handle, this is the perfect opportunity to delegate that bit of work to an LLM, if it's a problem that you deal wi
by bartread 2y ago
If you detect a level of drift that you can't handle, this is the perfect opportunity to delegate that bit of work to an LLM, if it's a problem that you deal with regularly enough to feel the cost of it to your business.
The latest generation of LLMs are pretty, actually very, good at this kind of situation, where somebody has renamed something - but kept some semblance of the meaning - and also moved it so a basic, or even a fuzzy, comparison might not be able to make a good match.
But a model like GPT-4o-mini will eat a problem like this for breakfast, and it's now incredibly cheap to use it for this kind of thing as well.