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.
It was an SEO hellhole from the start, so this isn’t surprising.
Do Forbes next!
I also sometimes use the mbasic.facebook.com site from a private Firefox tab on my iPhone, but FB has just started telling me I need to use Chrome
WTF.
But really, using a Chromium-based or Safari-based browser in private/incognito mode will not be much different as far as tracking goes.
You might also be able to install a user-agent switcher extension in Firefox. I thiiiiiink Firefox supports extensions on iOS now, right? If not, you can try an alternative browser like Duckduckgo or Orion.
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.
The ideal amount of storage is enough that I literally never need to think about it, never need to delete anything, and never need to use cloud services for things that could realistically be local.
It’s hard to say what that would be because I’ve never had a phone that even came close.
The largest phone I’ve owned was 256GB. That was “fine”, but it was NOT big enough that I could fundamentally change my habits. For example, I don’t carry my entire music collection on my phone. I don’t even do that on my laptop anymore since the advent of SSDs.
I have a 128GB phone now and it sucks. I’ve set up a one-way copy to my home desktop with Syncthing so I can safely delete photos, videos, and screen recordings from my phone. I need to do this frequently.
With the standard price-gouging in the industry, I will probably settle for 256 with my next phone. If prices were reasonable, I’d go for 1TB at least.
I miss SD cards but there are no viable options with slots anymore.
Hmm, I’ll have to double-check it on my build. Pretty sure it was working, but it’s possible I was only getting OpenCL or Vulkan acceleration. Out of curiosity, what’s your GPU model? I think only the 7900XT[X] is officially supported for ROCm.
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 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.
Have you used Facebook in the last 5 years?
The UX is godawful. More than half my feed is just random crap suggestions and ads.
What part of this is misinformation, exactly? Seems pretty well-supported.
Haven’t heard of Hiren’s BootCD in like 15 years. Good to see it’s still around!
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.
For sure. It’ll never be enforced completely, but it gives teeth to go after some big offenders.
It’s worth mentioning that with a large generational gap, the newer low-end CPU will often outperform the older high-end. An i3-1115G4 (11th gen) should outperform an i7-4790 (4th gen), at least in single-core performance. And it’ll do it while using a lot less power.
The linked article focuses on Mastodon. I’d be interested to hear more about how this relates to Lemmy in your experience.
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.