this post was submitted on 31 Jul 2023
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This.
Anyone who looks into this tech properly, beyond sensationalist headlines made to draw readers or outrageous claims to attract investors sees this emperor as the naked illusion that it is.
It's a great tool for what it's good at (generating convincing text outputs). And completely useless at others.
The risk to jobs currently are owners and managers with little to no knowledge trying to actually replace their employees with llms. These are companies setting them selves up for amazing and spectacular failure at this point in the game.
It's impossible to say how this will play out in the long run but currently it's interesting as a research tool, a tool for saving time when writing texts etc etc.
What happens when clever people integrate these models with other systems in intelligent and responsible ways is going to be interesting to follow.
Currently the most important thing to emphasize with AI is that a lot of the coverage and general writing on the subject matter is filled with misconceptions about how the technology works and what it is capable of. It's full on hypecycle season.
I'm currently deep diving into AI and specifically LLMs to strengthen my ability to give respondible advice about it and to explain it in an understandable manner to our bosses and decision makers at work.
There are lots of great deep dives and explainers out there all ready and a few manage to get the fundamentals right without going completely bonkers technical as well.. but the (and I hate using this word as it's being abused way to much) main stream media is not a source with even a grain of propper comprehension when it comes to what this technology is (and perhaps even more important isn't).
This is the video I currently recommended to get a good start at the subject of llms: https://youtu.be/-4Oso9-9KTQ
It is general enough for most people to follow but detailed enough to burst the biggest illusions on the subject.