this post was submitted on 31 Jul 2023
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AI is a highly advanced tool. Prompt engineers are the new white collar force multiplier. All the stupid articles are due to the efforts of venture capital to establish a monopoly with proprietary AI by using manipulative propaganda. AI on its own is unreliable and dumb. It has no long term persistent memory. It is nowhere near an Artificial General Intelligence. The large language model is just a massive statistical analysis of subject categorization and a statistical probability of what word should come next. Its only "memory" is what happens in a conversation as it is happening. This is not "learned" information. It is simply tinting the subject and word probabilities as they are happening. Larger models just have more subjects and a larger lexicon that often includes several human languages.
I swear, at this point, The Terminator movie was the greatest propaganda film for billionaire AI dominion. The fear mongering is a joke. Go download Oobabooga. Then go to the github of AI, a website called hugging face. Find the Llama2 7b uncensored model by The Bloke and get the one that has GGLM in the name. This will run on almost any modern computer. GGLM means this model can run with split operations. Like, it can run on more than one GPU. This also means it can run on a CPU or a combined CPU and GPU. All you really need is at least 16GB or system memory. If you only have 16GB of system mem use the 4bit version. Uncensored means you can talk about anything. Ask it dumb stuff, you're scared of like this fear mongering bullshit, these systems are not that bright. You're not going to take over the world with this rat Brain. Ask it about that simple command line problem you spent the last hour sorting out, or what is wrong with your spreadsheet function, or how some other example works, or whatever the F some regex or sed command does. This is where LLMs are freaking awesome. If you barely explore this new tech the news sounds like a bunch of parroting idiots. Which it is.
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.