- 173 Posts
- 366 Comments
MoogleMaestro@lemmy.zipto
Technology@beehaw.org•Does traning AI/ML-models on AI-generated content causes collapse on the quality of the output?English
7·1 day agoIf you think about AI systems as effectively complex DSP problems and equations, then logically any system that takes inputs that are potentially the outputs can cause system feedback or recursive (destructive) loops. What scares AI companies is that, while most recursive loops are easy to detect immediately, “content loops” will be much harder to detect as the delay time between inputs is much larger compared to, say, audio or programming loops where feedback is obvious immediately.
This is effectively the theory behind the practice of data poising, and it’s hard to say there’s no validity to it as most AI companies are terrified of data poisoning. If it didn’t work, companies wouldn’t be so adamantly vocal about their distaste for model poisoning conceptually. Also, a lot of time and money is spent trying to “detect” AI content for a reason – that reason is actually to help aid the detection of AI output which must be “valuable” to the companies to spend the resources on it.
Conversely, AI makers have learned of ways to avoid this by simply having human semantic “grading” of the content done by third parties. This is why there are so many deals going on in Africa / SE Asia where these AI companies are hiring English speakers to effectively “wash” the input by giving it contextual “extra information” and rough validation scoring. This is an expensive solution, though, so they’re very much dependent on AI being the bees-knees of lucrative investment for this process to continue. I’d also argue, with the rate at which AI development has slowed down, the semantic grading of content being fed into the system also has diminishing returns. However, this is effectively a “survival of the fittest” style evolutionary simulation, where the AI is only interested in training off information it happens to find is “right” or “close enough” or whatever metric the grader finds. The feedback is less of a problem if the validity of the input can be assured or “cleaned up” to prevent unintended loops, basically.
Now, “are the programs that claim to poison the datasets effective?” Hmm, that’s a difficult one to answer. Personally, I have some skepticism around these models as their origins are vague and most are not adopting an “open data” approach or even an open binary approach (freeware) for distribution. I understand that the concern from the makers is that publicly talking about how the sausage is made makes the software less effective, but it’s hard to validate that the people behind these models are providing the service as intended and that they aren’t doing anything with the data being sent to them for “protection.” There’s no assurances that they aren’t training models off the data artists send in themselves, for example, or any guarantees to how that data will be used for training. So it’s kind of a “miss” for me, unless there’s a project someone is aware of that is both open-source and open-data (I find that ‘open-source’ in the AI field is a hugely misleading moniker, as AI follows a “data is king” philosophy and the program that trains the models is inherently less important as a result.)
MoogleMaestro@lemmy.ziptoA Boring Dystopia@lemmy.world•Billionaire CEO: Work-Life Balance Is For The WeakEnglish
13·3 days agoIt’s easy to have work life balance when you haven’t worked a day in your life. (And not in the rock n’roll kind of way.)
MoogleMaestro@lemmy.zipto
News@lemmy.world•DOJ arrests soldier who made $400,000 betting on Maduro's removal: SourcesEnglish
1112·3 days agoMore cases of “rules for thee and not for me”, of course. You won’t see the DOJ arresting anyone in the Trump family making the same kind of bets.
If this guy’s lawyer is smart about this, they should ask for discovery on specific instances of insider trading that we know about like the Iran bombing bets made on Kalshi or similar platforms. It would probably be a quick way to get the case dismissed or at least settled out.
MoogleMaestro@lemmy.zipto
News@lemmy.world•Proton CEO warns global age verification push will mean "the death of anonymity online"English
41·3 days agoThe age verification is really just an alternate means for these companies to try to find out which of us are real people or not with the intent to scrape AI training materials more “cleanly”. But it’s all moot in the long run, as it turns out that it will be easy for anyone who wants to break the law to pretend to be someone they aren’t.
In a world where identity theft is more rampant than ever, you’d have to be some kind of numbskull to think that this will be effective at doing any of the intended affects. It’s literally a complete waste of time & money.
MoogleMaestro@lemmy.zipto
Linux@lemmy.ml•Hello old new “Projects” directory! – Ximions BlogEnglish
6·2 days agoThis is a really good change. Sticking video editing files inside the “Videos” folder always felt nasty, so I usually changed this anyway.
It’s-a me,
marioyour childhood dreams!
MoogleMaestro@lemmy.zipto
World of JRPGs@lemmy.zip•Final Fantasy 14 "can't afford another failed expansion," fans say, as unofficial census reports significant player drop ahead of the MMO's big 8.0 revealEnglish
3·5 days agoI really hope they do radical changes to this game, only because I hear most of the early game content is kind of a grind to get through and it seems like the game should be more systemic and a little less “grind through MSQ/Required Quests until you get to where the people are”. In this regard, XI private servers have been a little bet better to engage with as the game is a little less structured than modern MMOs (though who has the time for raw XI anymore, anyway?)
I do think it’s bizarre we live in a society where smoking tobacco or drinking alcohol is “normal” yet weed is somehow a taboo subject.
It’s especially funny since Japanese policy on weed was basically forced on Japan (and the rest of the world) by the United States with racially motivated trade policies that conveniently helped the alcohol business thrive in a post prohibition world.
Wow I never knew that Great Ace Attorney was used for Anti-weed propaganda. That’s crazy (and probably a little bit niche?)
I never worried about this until now. Thanks comic artist!
MoogleMaestro@lemmy.zipto
Technology@lemmy.world•Apple CEO Tim Cook is stepping down as Apple's chief executive officer, and hardware engineering chief John Ternus is set to take over September1st, Apple announced today.English
33·6 days agoI wonder what this will mean for Apple and whether this is an ominous foreshadowing of the ongoing hardware crisis. It seems to me like this would only be happening if the Macbook Neo has a difficult coming year or two down the line and he’s taking the fall preemptively. Either that or perhaps undisclosed health issues.
MoogleMaestro@lemmy.zipto
PieFed Meta@piefed.social•Tagging users with multiple accountsEnglish
0·7 days agoCould this not be implemented with clever back-links to other “shared” accounts for users who care to keep this kind of thing connected? Kind of like how Mastodon works with web ownership verification, except for fediverse account linkage.
Can’t blame them for wanting to make their own thing, and they did a pretty good job (even if the TV stations kind of fucked them over by putting them on some bad timeslots.) Overall, I’m glad the show exists.
Art director for Mission Hill went on to work as a director for Disney (also one of the first women to work as a sole-director at Disney, coincidentally) and Bill Oakley / Josh Weinstein continued to work as writers, so I think it worked out for most parties involved in the production.
Yeah, the show was never the same after Bill Oakley and Josh Weinstein left to make Mission Hill in the late 90s. Additionally, Futurama became a primary though to people like Groening so Simpsons suffered stagnation majorly.
MoogleMaestro@lemmy.zipto
Technology@lemmy.world•Failed Companies Are Selling Old Slack Chats and Email Archives to Train AIEnglish
43·9 days agoNow AI will participate in workplace theater for you!
MoogleMaestro@lemmy.ziptoGaming Leaks and Rumours@lemmy.zip•PS6 Will Be Backward Compatible with PS4 and PS5, According to New LeakEnglish
1·10 days agoIt honestly would have been more surprising if it wasn’t.
Not to sound like I’m complaining or anything, it’s good. But, frankly, it’s exactly what anyone should have expected.
ACAB includes Ice
SpiceYoda
MoogleMaestro@lemmy.zipto
Anime@ani.social•[Episode] Witch Hat Atelier • Tongari Boushi no Atelier - Episode 3 discussionEnglish
1·12 days agoI really love the art parallel’s this manga wears on it’s sleeve. The fact that Coco’s solution to being inadequate compared to others is to embrace the parts of her that make her “unique” and do what she knows in a new and creative way is so apt to the artistic process.
spoiler
I haven’t read the manga in a while but IIRC these parallels continue with future arcs. Very fun to see how the later stuff is adapted.


























My guess would be no. I think this is effectively a “log in to play this game again” check that will happen if you are disconnected from the service for a month, basically.
Honestly, I would prefer they adopt a game-key-card approach if this is really the direction they’re going to take. At least a physical key would make more sense than a digital key that needs constant online connection for validity.