Always has been.

Occasionally my girlfriend will comment on something she saw in an ad, even buy things off them. Thing is though that ad platforms don't seem to be doing anything meaningful to stop bad actors.

So really, clicking any ad and interacting with it amounts to placing your trust in a total stranger with the only criteria being they paid a little bit of money for you to see them. To which you will then download their software, give them your credit card, or whatever the end goal is.

It's far easier to assume anything in an advertisement is a scam and block them accordingly.

They could 100% be civilly liable, but this doesn't constitute criminality. If I leave my car in neutral and run out into a gas station because I really have to pee, and it rolls and strikes another car, my insurance is gonna have to pay up to fix the other person's car.

But that doesn't mean the cops are gonna throw cuffs on me for criminal mischief unless there's compelling evidence that I intentionally left my car in neutral with the intent of it hitting this other car.

But they messed around for too long, and I don't foresee their reputation ever seriously recovering. Especially now that they have a 55B investment/purchase to make up for now, they'll probably be even more egregious.

I've also had it build me a nix flake for a piece of software that wasn't in the repo and save me a ton of effort running it.

If it can solve Nix issues that well, given how relatively obscure Nix is, I don't think it'll struggle with most topics. Though the entire Nix repo being written in Nix and on GitHub might give it a huge boost in training visibility. It's not like other Linux topics aren't also very well represented though.

So I guess it's a common sense solution if you don't understand the first thing about roadway design?

[1] https://en.wikipedia.org/wiki/Braess%27s_paradox

The most laughable I've seen was a scam that put a captcha on the frontend to stop me from flooding their free email system on the backend and rate limit them. However, the captcha was clientside only, so I didn't even notice until I looked to see if they rotated emails, but also the captcha was a textbox with the code set as the placeholder.

Truly the pinnacle of vibecoding a scam.

It wouldn't surprise me if that kind of problem is partially why weights are open. Because you can't meaningfully stomp them out completely.

Doing the same by hand can be really time consuming and difficult depending on how many obfuscation measures are layered on top.

But for standard productivity, I've never come remotely close to hitting a limit.

Maybe Mild Violence is more commonly applied to more real world violence and therefore scores higher in rating considerations or something. Because that's the only way I can make sense of that labelling.

I gave Claude Code/Fable the same task and it took significantly less time, but also stumbled on the same error as GLM. I didn't have it fix it though. I was mostly interested in timing differences.

I do like open models where I can, but I'm really hoping they get trained to second guess less. Or maybe I just need to prompt them differently. I'm not sure.

There are numerous lists online that can be found with a search, but here's one by an IMDB user: https://www.imdb.com/list/ls020284330/

You could get away with some stuff in the 80s and keep PG.

The Georgia study largely attributed it to migration and people moving more than they used to, with a focus on growing metro areas in the south. Though apparently some younger generations are trying to shed their accents to sound more professional, and the internet is creating a sort of average American accent.

Though nobody is worried they'll disappear entirely at the moment that I can find.

Bats are the most common carriers of rabies, and also you should watch out for any wild animal that's too comfortable getting close to a human. Especially more shy ones like raccoons and such.

These days I just disclaim to people when I hand them anything handwritten that I'm very aware my writing is terrible, and I will not be offended at all if they have to ask what it says.