I received my PhD in Computer Science focused on NLP and creative text generation last year and I think the hype around LLMs is ridiculous (academics are no better than industry on chasing hype). They're trained to predict the next token given a context, and that's exactly what they're good at.
How old do you think I am?
Now, sure, these models can be impressive - but it's a warped lens of humanities own impressive (selected) corpuses.
https://www.kff.org/coronavirus-covid-19/issue-brief/as-reco...
As a layperson, it seems like we (patients / society) would benefit from having more doctors, i.e. opening up more residency slots and admitting more people to med school, but there's probably a lot I don't understand about the issue. Not sure if it's a lack of political willpower to do this, or if there are other reasons why the number of doctors we train is so restricted.
[1] https://pubmed.ncbi.nlm.nih.gov/29710082/ ("PAs performed more skin biopsies per case of skin cancer diagnosed and diagnosed fewer melanomas in situ, suggesting that the diagnostic accuracy of PAs may be lower than that of dermatologists")
I think the problem in voters eyes is that Biden did not stop after this. He pushed through multiple trillion dollar bills on top of it.
I'm not saying I agree with that stance, but calling the $4T Trump's doing is a really misleading. It was not part of his economic agenda at all.
Prompts fit that description very well so I don't find that provocative or controversial at all.
The fact that traditionally the execution unit was very rigid and that the language used to express instructions was distant from human natural language is more of a consequence of an implementation rather than a fundamental distinction between code and data
To instruct is akin to providing an input. Where do we input to? The program. The program is programmed; but most importantly, the input is not programmed in the sense the program is programmed. It is, perhaps, thoughfully designed (or not). This role is best described as Prompt Designing or Prompt Engineering, not Prompt "Programming". In any case, it is indeed very important. But in my respectful opinion, it is not programming.
It's kind of like thinking that entering a query into a search engine is programming - a host of techniques can be utilized to optimize how that input effects the output (tomes can be written on this just as they can for LLM prompt design by now).
I can kind of defend that premise but it breaks the meaning of conventional usages, and creates more confusion than it brings clarity.
I am beginning to write a blog post in rebuttal, because it's so fascinating.
The desired force vector varies in magntitude and orientation, but can, in the extreme include removal of independence / imprisonment or less extreme banning and fining etc
Because a single or group of people believe it, it must be for everyone, equally.