Comment by larsiusprime

Comment by larsiusprime 2 months ago

3 replies

We have the term “GOFAI” to distinguish “modern” AI from the older stuff (big bag of if statements, behavior trees, etc., but do we need a new term now to distinguish pre-LLM / Diffusion models (neural networks and tree based models)? Everyone thinks “ChatGPT” when they hear AI now but surely this is something more like XGBoost or a neural network under the hood.

tensor 2 months ago

No, we don't use GOFAI, we call it machine learning. LLMs are a subset of the field, and if you want to refer to them just use the term LLM. We don't need new terms when we already have easy to use precise language.

Marketing will abuse any term they get their hands on, and certainly "AI" has been abused, but in the field it usually the umbrella term for all areas of research into making "intelligent" behaviour. Be it expert systems, logic systems, machine learning, statistical machine learning, or otherwise.

marcosdumay 2 months ago

Why all that need to distinguish it?

If you want the details, call it a regression model. If not, why insisting on communicating the details?

swyx 2 months ago

can you elaborate how XGBoost could be used for a time series type thing like Chartwatch seems to be doing?