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Interesting read, thanks! I’ll finish it later, but already this bit is quite interesting:
Without access to gender, the ML algorithm over-predicts women to default compared to their true default rate, while the rate for men is accurate. Adding gender to the ML algorithm corrects for this and the gap in prediction accuracy for men and women who default diminishes.
We find that the MTEs are biased, signif-icantly favoring White-associated names in 85.1% of casesand female-associated names in only 11.1% of case
If you’re planning to use LLMs for anything along these lines, you should filter out irrelevant details like names before any evaluation step. Honestly, humans should do the same, but it’s impractical. This is, ironically, something LLMs are very well suited for.
Of course, that doesn’t mean off-the-shelf tools are actually doing that, and there are other potential issues as well, such as biases around cities, schools, or any non-personal info on a resume that might correlate with race/gender/etc.
I think there’s great potential for LLMs to reduce bias compared to humans, but half-assed implementations are currently the norm, so be careful.
After all these years, I’m still a little confused about what Forbes is. It used to be a legitimate, even respected magazine. Now it’s a blog site full of self-important randos who escaped from their cages on LinkedIn.
There’s some sort of approval process, but it seems like its primary purpose is to inflate egos.
simply logging out or using an alt account
It is increasingly difficult to use X without an account. Not sure what the signup process is like nowadays. IIRC it used to require phone number verification in the Twitter days, but perhaps Musk relaxed the requirements in order to better pad the usage stats with spambots?
Yep. If it uses a cloud service, they’re probably going to squeeze you, pull a bait-and-switch, or go out of business. The only exceptions that spring to mind are services with significant monetization in the corporate space, like Dropbox. And I’m not really confident that Dropbox’s free tier will remain viable for long, either.
Even non-cloud-based apps are risky nowadays because apps don’t remain compatible with mobile OSes for very long. They require more frequent updates than freeware/shareware generally did back in the 90s. I remember some freeware apps that I used for 10 years straight, across several major OS versions, starting in the 90s. That just doesn’t happen anymore. I’ve been using Android for over 10 years and I don’t think there’s a single app I used back then that would still work.
Single-purchase apps are basically dead, at least on mobile platforms. Closed-source freeware is dead, too. If it’s open-source, if push comes to shove someone can always pick up the torch and update it. It’s very rare for an open-source project to be completely abandoned without there at least being a viable open-source alternative available.
At this point, I don’t even look at Google Play. It’s F-Droid or bust.
I recently tried Bazzite, and I have to agree. Switching from a traditional Linux distro to an immutable distro is harder than switching from Windows to Linux. I’m not kidding. When it comes to immutability, my experience can be split into two general cases:
- I don’t notice any difference at all.
- It’s a giant pain in the ass.
I have yet to encounter a scenario where immutability offered a tangible benefit. The supposed advantages seem rather abstract. I can’t break my system? Okay…but…well, I already had snapper for the rare occasions when something got royally borked. This is a problem that has already been solved without major compromises, so why are we now compromising so much to solve it again?
It comes with 4 different package management systems (or 6 if you count Distrobox and Waydroid), and they all come with big caveats. I’ve had to reboot more in the past week than I previously had in the past year on Debian, because every time I need to install something from the main Fedora repo with rpm-ostree (which has been many times already), it needs to reboot. They recommend against using rpm-ostree, but there is no reasonable alternative for a rather wide array of software. It’s either rpm-ostree or build a whole mess of things from source and manage them manually. Both options suck very hard.
Still, overall, Bazzite delivers. Everything you see on their web site works out of the box. It’s hard to recommend, but it’s also hard to criticize. I’ve never had a smoother gaming experience, and this is the first time I’ve ever had to spend zero minutes configuring my GPU drivers (outside of macOS, anyway). You get CUDA and ROCm out of the box. You get the latest drivers. It’s awesome.
If you’re wondering if an immutable distro is right for you, the answer is probably “no”. But if you’re up for the, erm, “adventure” of learning this new paradigm, Bazzite fucking rocks.
I’m certain that if someone did collect data from the Fediverse; it would become a hot topic
I’d assume bad actors (or at least chaotic neutral actors) are slurping up the entire fediverse already. It is trivial to do, and nobody would know.
I mean, the whole point is that anyone can spin up a server and federate with others. I could start my own server, which would by default federate with almost all other servers. That means I wouldn’t even need to write a scraper. All that data would be sent straight to my server. All I need is access to my own database at that point. With Lemmy, I’d even get users’ upvote/downvote history, which is not visible in any clients AFAIK. The only barrier would be to subscribe to communities on different servers to kickstart federation.
As long as you don’t run obvious spam/bot accounts, nobody would block your instance.
Alternatively, if you want to write a scraper, that’s also pretty easy. Most servers are publicly accessible. Every community has an RSS feed. You don’t even need an account in general. Again, the whole point is to be open and accessible, in contrast to closed-off data-misers like Facebook, Reddit, and X.
The fediverse is friendly to users, with very little regard for what those users might do. I believe this is the correct philosophy, but I won’t pretend that it doesn’t leave us open to bad behavior.
I keep seeing this claim, but never with any independent verification or technical explanation.
What exactly is listening to you? How? When?
Android and iOS both make it visible to the user when an app accesses the microphone, and they require that the user grant microphone permission to the app. It’s not supposed to be possible for apps to surreptitiously record you. This would require exploiting an unpatched security vulnerability and would surely violate the App Store and Play Store policies.
If you can prove this is happening, then please do so. Both Apple and Google have a vested interest in stopping this; they do not want their competitors to have this data, and they would be happy to smack down a clear violation of policy.
I agree completely.
I understand the motivation here — apps that lack location permission shouldn’t be able to get backdoor access to your location via your camera roll. That makes sense, because you know damn well every spyware social media company would be doing that if they could.
But the reverse is also true: apps that legitimately need to read photos and access all their metadata shouldn’t need to be granted full location access.
Are there any that are cloud-hosted, secure, and private? My experience is limited, but I’ve never found an easy way in. I can’t imagine anyone who’s not tech-savvy getting started without walking through a minefield of scams.
Every now and then I look at options for how I might actually use crypto, and everything looks either outrageously scammy or way too much trouble. Pretty much every exchange I’ve looked at holds the keys to your account, and several have gone under or outright stolen their users’ funds.
The question is, when Proton embraces bitcoin, should it make me trust bitcoin more, or trust Proton less? I don’t know. I’m still skeptical. Their blog post is interesting, but also doesn’t answer a lot of questions. https://proton.me/blog/proton-wallet-launch
I mean, look at this:
Buy Bitcoin securely in 150+ countries
If you are new to Bitcoin, Proton Wallet also has integrations that make it easy to buy Bitcoin in 150+ countries, and we have also put together a comprehensive Bitcoin guide for newcomers.
That “comprehensive” guide spends three paragraphs talking about the “Blocksize War”, and makes absolutely no mention of how a user can actually buy bitcoin using Proton Wallet. WTF, Proton? Who is your target audience here exactly?
I think it helps to think of browsing as a basic form of searching. Everything you can do in a browsing context, you can by definition do in a searching context…if the client doesn’t suck. The information needed to browse is embedded in the tags.
So this strikes me as entirely dependent on your client software. A good client should let you browse by tags. You could add Dewey numbers as tags to start with, so you can browse that way if you want, then add any other tags that might be useful (like genres, for example) on top of that.
The only difference with tags in this context is that books will appear in multiple places.
For all the talk of regulating AI, I think the only meaningful regulation is very simple: hold the people implementing it accountable.
You want to use AI instead of a real certified professional? Go nuts. Let it write your legal contracts, file your taxes, diagnose your patients. But be prepared to get sued into oblivion when it makes a mistake that real professionals spend years of expensive training learning to avoid. Let the insurance industry do the risk assessment and see how unviable it is to replace human experts when there’s human accountability.
Even if they were trustworthy, nothing lasts forever.
Does anyone seriously think Google Play Movies or whatever they call it is going to be around in 50 years? Audible? Spotify?
Unlikely.
I grew up with access to books that were printed before my parents were even born. I doubt your grandkids will be able to say the same. Not if you buy into DRM-infected ecosystems and vendor lock-in, anyway.
The only consolation is that pirates are always one step ahead. But I wouldn’t want to count on that remaining true in 50 years either.
For people ages 0 to 2, the model often classified them as being between 12 and 18 years old.
I guess they’re just not training with baby pictures then? I mean, this seems like it should be the easiest distinction to make.
Doesn’t seem like there’s any information on the purpose of this analysis. Google Photos has been doing face recognition and other classification for a long time, and it’s genuinely useful because it lets you sort your photo collection by person. It also categorizes pet photos and does a halfway-decent job of distinguishing one pet from another. I’d genuinely appreciate similar functionality in the open-source photo apps I use. This seems like a natural fit for Instagram. Not sure about TikTok, but honestly, I’m too old and ornery to understand how people actually use TikTok.
Thank god Amazon only allows bots to publish 3 books per day. They saved humanity!
Agreed. I mean yeah, image generators are still very limited (or at least, difficult to use in an advanced, targeted way), but there’s a new research paper out every day detailing new techniques. None of the criticisms of Midjourney or Stable Diffusion today are likely to remain valid in a year or even six months. And they’re already highly useful for certain tasks.
Same with LLMs, only we’ve already reached the point where they are good enough for almost anything if you care to write a good application around them. The problem with LLMs at this point is marketing; people expect them to be magic and are disappointed when they don’t live up their expectations. They’re not magic but they are extremely useful. Just please, for the love of god, do not treat them as information repositories…
Lemmy and similar are not inherently more resistant to this. Actually, they are probably less resistant from a technical standpoint, since there is virtually no barrier to creating an account. I didn’t even need an email address to sign up, let alone a phone number like the corporate sites require nowadays (not sure about Reddit, but Google, Facebook, and Twitter all require phone verification to register last I checked).
I fear that we are not ready for the wave of spam that will come as soon as the fediverse becomes mainstream.
On a more fundamental level, I don’t know how to reconcile the competing goals of accountability and privacy.
Realistically, there is no way to distinguish AI comments from human comments. Not in any way that wouldn’t become obsolete the day after it was implemented.
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AFAIK there’s still no way to dynamically link to posts or comments on Lemmy. :( You can only link communities or users.
Anyway, totally agree. Being technically able to bypass DRM doesn’t make it okay. I’m honestly not sure how to rip a Blu-ray on Linux anyway. I haven’t looked into it in years so maybe it’s easier now than I remember.
Wait, isn’t it the other way around? You should arrive in NY earlier than you left London, since NY is 5 hours behind London. So if you leave at 8:30 and arrive 1.5 hours later, it should only be 5AM when you arrive.
You might need a third breakfast before your elevenses in that case.