Yeah, it would be a good idea. Not to auto-update functions, because that would be very very bad, but to at least indicate there's an update available.
Had a team lead that kept requesting nitpicky changes, going in a FULL CIRCLE about what we should change or not, to the point that changes would take weeks to get merged. Then he had the gall to say that changes were taking too long to be merged and that we couldn't just leave code lying around in PRs.
Yeah, it was something along those lines. I don't remember the exact specifics. I don't really understand why that is. I guess it's because they're copying and pasting nutritional information from the tubs where it's more properly measured by volume. But one would think that regulations would require the same units for serving size and nutritional information. Or at least the same type of unit (mass/volume).
My personal favorite experience relating to this was buying some ice cream with nutritional information by the milliliter, but with serving size by the gram...
It's a systemic issue going back decades. To me, it seems the Dutch government always wants to fix it with a hammer. Repeatedly. Discrimination increases, no REAL effort for integration is made (forcing people to take totally-not-racist "civic integration exams" is not an effort), and over the years the divide increases. Tell people they are monsters long enough, and that's what they'll become. But no one wants to hear that fixing it would take years or even decades of sustained effort and change. They just want it fixed. And fixed now.
There is no one magic bullet solution, unfortunately. And then it all comes to a head with the events in Amsterdam. The instigators need to be arrested and tried, but society needs to take a close look at what caused this to happen to begin with. And I doubt that will happen. Just more hammers.
LLMs are statistical word association machines. Or tokens more accurately. So if you tell it to not make mistakes, it'll likely weight the output towards having validation, checks, etc. It might still produce silly output saying no mistakes were made despite having bugs or logic errors. But LLMs are just a tool! So use them for what they're good at and can actually do, not what they themselves claim they can do lol.
Context was set to anywhere between 8k and 16k. It was responding in English properly, and then about halfway to 3/4s of the way through a response, it would start outputting tokens in either a foreign language (Russian/Chinese in the case of Qwen 2.5) or things that don't make sense (random code snippets, improperly formatted text). Sometimes the text was repeating as well. But I thought that might have been a template problem, because it seemed to be answering the question twice.
Seems like something got messed up when copy and pasting. It's fixed now.
Thanks for catching it!