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AI is most certainly not a new field. NN are decades old, it's only modern LLM transformer tech that is new. Perhaps look at a primer on NN feed forward, RNN a
by SillyUsername 2y ago
AI is most certainly not a new field. NN are decades old, it's only modern LLM transformer tech that is new.
Perhaps look at a primer on NN feed forward, RNN and transformer evolution.
There's also GOFAI, genetic algorithms, pattern matching algorithms (image recognition is a subset of NN), rules based algorithms (e.g. Bayesian) and others.
As a tech lead dev, I hire ML specialists and most can't even tell me what GPT stands for in ChatGPT, but some actually have a the full background I mention above, and there's very few of these, even less of those understand the mathematics, but just how to use Langchain or AWS services.
So it's true there is a skills shortage, but it's heavily polluted by people jumping on the AI bandwagon to try and get a lucrative/high paying job, and this is probably what you are seeing.
- noobermin 2y agoRead the article, they're not hiring for "AI" as you think of it, literally "Gen AI" is listed as a skill they want to hire for. You're potentially misreading the room here, the types complaining here are the type of executive described in this tweet: https://x.com/PhilosophyTube/status/1794479938101280886 https://x.com/PhilosophyTube/status/1794479938101280886
- iknownthing 2y agoThe sad part is for most of these jobs you actually do only need to know how to use Langchain or AWS services (ok maybe not langchain). The mathematics part is generally just for the interviews.