Tidal AI Policy(tidal.com) |
Tidal AI Policy(tidal.com) |
Edit: Nevermind, see riddley's comment. That's what I get for being logged in, I guess?
Which is to say, there are a lot of people who think "they can tell AI" in music, wherein you can cue the famous picture of the airplane with the bulletholes.
I'm not sure what you can do about it, and part of me hates it too -- but youtube has absolutely given me 100% AI generated music that's full of soul and better than, say, Bruno Mar,s IMHO.
(For those interested, my two examples would be the gospel "Thong Song" and the fake rock-n-roll dis track against 50 cent "by TI's Son," 2 quarters...)
Anyway the battle with slop is curation. Eurodance by AI is as shitty as eurodance by humans.
Tl;dr. Another one bites the dust.
The other aspect that's missing from the discussion here is LEGAL. If Tidal is making money from stolen music -- although arguably they still are by offering it on a subscription basis -- then that opens them up to litigation. From that perspective, this may double both as risk-mitigation and also a marketing opportunity for them, would love an attorney to weigh in there.
(From the comments here, Spotify is the market leader and already pays out for AI generated music. But I can't say that independently.)
AKA: We will take the value, if any, AI-generated music gives, but we will not be paying royalties. This is a contradictory statement. How does the AI-generated music give value if the generated content is inherently worthless?
In reality, I don't think this is how it'll shake out. But it's a valid argument.
But "creators" pushing AI music won't tag their slop as such because they want to monetize (surprise, they're not doing it for the love of the game).
So this hinges on Tidal being able to reliably identify AI-generated music.
> Tidal will hold AI-generated music to a higher standard of content integrity. We will not tolerate AI-generated music that exploits an individual’s or group’s music, name or likeness, deceives listeners, or diminishes the quality of our service.
I think this is a very reasonable approach, and probably also the best way to treat AI-powered copyright infringement as a whole. Just like we don't penalize artists for consuming content unless they produce actually infringing content, we should set the same focus for AI systems.
> Starting today, AI-generated music will not be monetizable. We are only in the beginning of the era of AI-generated music.
Don't really agree that this follows from the stated principle here ("... ensuring royalties go to original works produced, written and performed by people"), but will definitely help with spam etc.
Similar feelings about Nebula vs YouTube, although Nebula straight up doesn’t have entire genres, or videos in languages other than English, so it doesn’t really work as a general recommendation.
So begins the Clone Wars...
Let them do, if they like to listen, whom are you to say their tastes are bad ?
> 97% of people can’t tell the difference between fully AI-generated and human made music
https://newsroom-deezer.com/2025/11/deezer-ipsos-survey-ai-m...
Seems like Tidal is leaning on a probable lack of copyright for fully generated works here, otherwise wouldn't this run head-first into the music modernization act?
Tidal's terms and conditions (https://tidal.com/terms) say that:
> “AI-Generated Content” means any audio content, inclusive of musical works and sound recordings, that is wholly or substantially generated by generative artificial intelligence, with limited or no direct human creative input beyond an initial text prompt or similar instruction. ... You acknowledge that AI detection technology may produce false positives or false negatives.
And:
> If you use TIDAL Upload, your Tracks may be scanned for the purpose of identifying whether the content is AI-Generated Content, and to label such content accordingly on the Tidal platform. You acknowledge that such scanning and labeling is performed on a best-efforts basis and that Tidal shall not be liable for any inaccuracies in AI detection or labeling. AI-Generated Content uploaded to Tidal is not eligible for monetization. If you believe your Tracks were erroneously tagged as AI-Generated, you can reach out to support@tidal.com.
If they really cared to much about empowering people creating things for other people, like others have pointed out, they should just ban it.
Sure, in reality it's not so easy to just ban AI content because there is a spectrum of it and it's really not a clear-cut problem.
But your stance can be clear-cut, and in this messy world where there is no perfect solution one way or the other, your stance matters even more. You could either be seen as a fence sitter who allowed slop to happen, or someone who stands with human creativity battling against shitty people and their slop.
Please stop this kind of fence-sitting reasoning if you care about people.
Artists don't get penalized, but for that reason, we should penalize the hell out of it.
If a bunch of hyper intelligent space aliens came in and started squeezing the rest of us out of creative economic activity, they shouldn't be on an equal playing field either. Laws and rules exist to serve humans, not machines.
Machines don't go out on their own to create and upload music, they do so under human instruction, so their output should be policed the same way we police other machine generated output directed by humans.
Tie it to in-person concerts and it might actually work as a business, as well as logistically – maybe the company can be a record producer in disguise and physically meet every musician they host.
The music industry has stepped up its efforts globally to crack down on small businesses that play copyrighted music. They actually hire people to go into these places and spot violations.
People blame social media for the death of the monoculture but I think music rights holders have done a fair share of the damage to themselves.
https://open.spotify.com/track/0jGJtiDfEO9syfSL8AshBF?si=b92...
My Tidal "feed" is full of new releases that are clearly AI-generated. They use the same artist name as artists that I really like, but the music is clearly not from the artist as advertised.
I have no problem with AI-generated music, I just don't want someone trying to spoof the artists I am interested in.
However, you’ll also notice that none of these streaming platforms highlight which record label is responsible for which release, though you can find it under additional info sometimes. Tin foil hat is that the large record companies don’t want such a feature to be present on streaming platforms. But more likely is that product employees at streaming platforms don’t think users care about record labels, which they’re right, 80% of users don’t currently care about which record label releases which track or recording.
Give me a streaming platform with “Label” as a first class entity that I can like, follow, etc. My theory is that it will produce a much healthier long tail, because trustworthy labels are already a robust source of non-AI music.
I think this needs more clarity. I can think of a lot of different ways AI is used in music today as a part of the song generation process and not sure whether or not this definition would apply to it. They specifically mention developments in "text-prompted generation" but if anything that confuses the issue more, for example what about training on specific music.
This isn't a comment on how expansive or narrow the definition should be, just that they need to spell it out more to allow for consistent application (to say nothing of enforcement). If someone uses ChatGPT for lyrics, but writes the instrumentals themselves, does this policy apply? I genuinely have no idea.
It’s pretty cool technology. You just ask for a certain feeling to be evoked and you can have it done. Magical.
Would love for YouTube to follow suit on this
> Generative models synthesize sound mathematically. These synthesis methods leave unnatural dips, specific spectral noise profiles, or phase alignments that rarely occur in real, human-recorded audio
Ultimately this isn't really solvable without a way of marking audio with a verifiable signature that it was produced by a specific human, with some kind of reputation algorithm.
I know professional musicians that will use AI models like Suno as an aid to their tracks - mostly where they'd previously use samples or program things themselves. In these cases, where the track may be x% AI and (1-x)% Human performance, where x is very small, I think monetization or even copyright shouldn't be too difficult.
But I also know people that use tools like Suno for everything, where every single aspect of the song: Lyrics, music, production is all done by AI tools. They basically just prompt some style and vibe they want, and will upload the result. In these cases, I don't think monetization or copyright should be possible.
Then again, it is difficult to know how much AI someone used to generate their tracks, so I'm not sure how this could be enforced. I also know people that are earning very good money off their (entirely) Suno-generated tracks.
I'd love some Internet Pirate Radio. If someone wants to sort through the best all-AI tracks and run those, that'd be cool. I don't want an AI to pick the best AI tracks.
This would then become something similar to how legal tech where a license is required to practice law relies on a few lawyers sitting as a gate after the AI
That said, there are a lot of people who simply enjoy having something playing in the background, it doesn't matter what, and if you're into country music it's great to have 10,000+ hours of country music to play.
If Tidal provides a checkbox so you can choose whether to exclude AI content, I think that would work for both audiences.
Take away the attraction to the grifters and you reduce the issue.
Of course this does not eliminate the problem of the streaming platforms tolertating AI generated work so that they do not need to pay as much out for your subscription fee.
Personally, if there were a decent Spotify alternative that had a zero tolerance to gen AI policy, I'd switch without a second thought.
That has some different second order consequences that I don't think you're seeing. It's not that they will be free to you as a user, it's more that they will be free from the platform perspective to do whatever they want with the revenue they get from it.
Say for example you have a platform with Spotify monetization scheme for instance, which is already very unfair to small artists. But now imagine you have to compete to be included on auto play or playlists against something that's basically free for Spotify, what's your chance of getting any money out of it? Say Spotify changes their algorithm and starts pushing 20% of all auto play playlists to consist of AI songs, that's basically a 20% bump on their profit basis.
If you use ai tools not for full generation of a song but perhaps a bass track would they allow monetizing?
> AI music generation tools are changing how music is created and distributed. As this technology evolves, Tidal is introducing platform standards to protect artists, their craft, and inform listeners.
> Here are the highlights of our new AI Policy:
> - Tidal will identify and tag AI-generated music in our app. Listeners will see an "AI" badge next to music we detect as wholly AI-generated.
> - Tidal will not tolerate AI-generated music that impersonates an artist or group, or that facilitates fraudulent activity. We're implementing automatic tools to remove these releases immediately and on an ongoing basis.
> - Tidal will not allow music that is 100% AI-generated to be monetized. No royalties will go to such releases, nor will AI-generated uploads be eligible for direct-to-fan sales.
> - We will expand these policies to music that is substantially AI-generated when AI detection technology is sufficiently reliable to do so.
> You'll start seeing these changes from July 15.
> Check out the full policy here. To learn more, please visit our FAQ.
> For the music,
> The Tidal Team
All in all seems reasonable. There's definitely been a wave of cheap slop flooding Tidal's library lately and removing the incentives for it seems like the exact correct approach to stemming that tide.
The only thing worrying to me is the use of “AI detection technology”; that stuff is notorious for both false positives and false negatives, and it seems to only be getting worse as AI is getting better at hiding its “tells”. As long as there's an appeals process with a human in the loop it should work out fine.
I'm also curious about how they'll define “substantially AI-generated”, i.e. where they'll draw that line. Human vocals over an AI backing track? AI vocals over a human backing track? All human performers, but using instruments with AI-generated sounds?
I strongly agree on labeling the generated content.
Independently-released music is a huge red flag. If you can’t find a single label A&R to support you, you may have to work on the quality of your output… music doesn’t exist in a vacuum. There are tens of thousands of labels across nearly every imaginable genre. Their role as gatekeeper is a valuable one.
I also really like the quasi social aspect where users have simple profiles. No messages between users, no likes, no ratings, no BS. About the most you can do is leave a text review. Your profile is an image and text field so you can write a simple bio and provide links to whatever. My entire Bandcamp collection is discovered by crawling profiles and randomly listening to things. I also found some fun personal sites and so on. The site design is also simple and not a JS laden mess like "MoDeRn" ampwall.
"art is in the eye of the beholder."
I listen to a lot of EDM, which can be very mechanical, but I personally have strong emotional connection to. I personally would welcome AI-generated music as an alternative to human-made.
To be clear: I do agree a "human-verified" system would be great, but I don't think it would be black and white. And I would guess that eventually AI music will be better than a lot of human made music.
Doesn’t matter how carefully crafted it was: it’s only real if you couldn’t hit “play”. Sorry, Mike Oldfield. Hate to break it to you that you’re a fake musician.
I agree with you. I do enjoy some live musicians jamming on a stage, but for a lot of the genres I frequently listen to, I’d have no way of knowing if a song was written by human or by AI. If it’s good, it’s good.
Personally I think it’s a bit like cultural junk food: it has the appearance of real food, but leaves one hungry afterward. Which really isn’t all that surprising – music isn’t just some random collection of patterns, it’s intimately tied to real culture. Current AI software is only ever going to copy and regurgitate human culture, not make meaningful creations from scratch.
Most AI music is actually country-pop ballads and indie folk.
Making electronic music with AI is hard and it isn't very good at it.
> Music is about connecting to human emotions, not poor facsimiles of it.
Like most things, this is an overgeneralization. In general, I agree, but not always.
While most AI-generated content is not going to appeal to most people, it's wrong to say that all AI-generated music is not about what music is about. Personally I find _some_ AI generated music to be amazingly fun to listen to, but mostly it's parodies or works that are essentially built on top of existing media.
A creative person using AI well can produce art that people enjoy and which adds to our culture (I selectively choose not to say "create" here to avoid that very overloaded connotation w.r.t. AI creations). That is not to say that most of the work that comes out of AI needs to exist or does any of those things.
Don't give ticketmaster any ideas.
I certainly don’t, and I think it’s pretty likely that the vast majority will be the generic derivative slop.
Which is why I’d like a separate platform, so I don’t have to waste my time wading through all the garbage.
You'd probably need to be more generally back-to-basics (instruments-only, no EDM).
And lots of composers can’t play the stuff they write. But the composition is human.
Then there’s emerging AI-supported music, since AI can come up with and test harmonic ideas far more sophisticated than most people. If a human’s saying “no, not that, try using an augmented sixth to get us from F#maj to Cmin”, is that human generated?
Not trying to be contrary, just saying the definition needs to be really clear, and that’s going to be difficult.
The very act of recognizing some difference is the tool with which the next generation of outputs is refined, until it's so "good" for any and all particular instances of "good" that human perception is insufficient to differentiate the source.
At some point we're going to have to admit that the distinction based on source is a problem, and perhaps there's a lot of nuance in the context of any particular piece of media such that an arbitrary dismissal of a song, or image, or piece of writing, for the mere reason that AI was used to produce it in whole or in part is missing the point.
If you enjoy a song, your enjoyment is real. If you appreciate beauty, your perception of beauty is real. If you feel deeply about a written text, your feelings are real.
How you perceive things, while not entirely conscious, does involve elements of choice. Make the choice to judge things on meaningful merit, and if the next generation of musicians and artists use AI tools to explore new territory, don't dismiss their art and passion and creations out of hand.
An electric guitar is artificial. People used to make the same sorts of "that's not music" statements people are making now about music and art. Imagine being so twisted up over some arbitrary distinction that you miss out on Jimi Hendrix or BB King, or Joe Satriani, or any of the brilliant musicians that have wrung beauty and soul from "artificial" electronic signals.
I see the same thing in music. I accidentally clicked on a couple of AI albums in YouTube. On a minute-by-minute basis they aren't necessarily bad. But if you keep listening, even though the stream is nominally an hour long, it's the same couple of minutes over and over again, more or less.
In the case of music I could see a coder preferring that for their background noise, but for direct listening for its own sake, once the initial impression wears off there isn't anything left.
I'm not necessarily saying this from an anti-AI position, either. This is just the current reality of the situation. At the moment, AI art has a very flattening effect.
What's more, I spent some time at Suno and tried to get it off the beaten track. I was able to get it to create broken music with chopped up words and instruments that were confused about what they were by trying to make an excessively-interesting combination of genres. It broke before I could get anything really interesting going on musically. Possibly if someone spent a lot of time with the higher-touch music tracking tools they could get something interesting happening but I had enough of the same problems there that I bailed. Even if you try to inject your own inspiration, the AI has a very strong flattening effect.
Text I think you could probably do better with. I have not tried to write fiction but I've done a lot of non-fiction writing with it at work. But no matter how I prompt it, it is always flabby. I can style-shift it away from Default LLM Voice, and it's at least somewhat more concise than that, but I can't get it to be truly concise.
That seems pretty uncommon to me, for most people. The most popular musicians in the world are basically celebrity characters, with the music as a key ingredient, not the only one. Do Taylor Swift fans or Kanye fans or [musician] fans just listen to the music and not follow the person? Pretty unlikely IMO.
I also think it’s an entirely false equivalence to say using electronic instruments are like AI music tools. Very different things – an electric guitar doesn’t play music by itself. It’s still a tool at the end of the day.
When you're paying attention, and if you actually care about art and music as human expression, then it will matter. And maybe AI music will still "fool" someone then. Maybe we'll discover the next Michael Jackson was just prompting their way to the top of the charts. But that won't really be the point, just like it wasn't the point when everyone discovered that Milli Vanilli were faking it.
People don't like liars. And using AI to generate art is lying. You didn't make it, the AI that did make it was only possible because it collectively stole from every human musician and artist before it. You can wrap it up however you like, but at the end of the day its just a lie.
And yeah there's some nuance here. Lets take Milli Vanilli for example. They were considered frauds because they weren't actually singing on their tracks. What if they had been singing, but using autotune? I don't know where you draw the line but for me its somewhere around people who have no appreciation of the amount of effort that goes into producing art that think they can create it whole cloth from a couple of prompts.
I think food is a good analogy here. This is a bit like saying I can’t tell the difference between the McDonald’s that is 90% automated and the McDonald’s that’s 20% automated. You’re still just talking about McDonald’s, which is manufactured and engineered to deliver a very specific taste and flavor.
Pop music, almost by definition, is not innovative. Consider the experimental bleeding edge that pushes the evolution of genres. Eventually, that experimental sound enters the pop cycle. Off the top of my head, Fred Again was innovative in 2022, Kettama was innovative in 2025. Fred’s already pop-adjacent, if not full on directly impacting the pop industry at this point. If you want slightly older examples, I would give you Skrillex circa 2010, or Zedd circa 2014.
The way royalties get assigned is based on a percentage of your listening versus your monthly payment.
For example, spend an entire month listening to Taylor Swift’s new album, she gets the entire royalty share.
But if you listen to the album 100 times but then listen to lofi beats 900 times, Taylor only gets 10%.
The “earnings per stream” number you’ll see cited is only an average and varies greatly because there’s only so much money to go around since your listening is unlimited.
But now you have services like Spotify that are removing real songs from “mood” playlists and replacing them with AI music that directs royalties toward Spotify.
Another factor that has happened: record labels have been working to screw over artists so much that they actually negotiated lower royalty rates with Spotify in exchange for company stock.
Giving up royalties but then instead owning a part of Spotify effectively directs money away artists and toward the labels.
Incentives are mismatched here - the indie band benefits from being noticed and sought out, the coffee shop wants to set a vibe without distracting or irritating anyone (which music can do simply by repeating, if you don't curate a large enough collection).
So unless your playlist is, like, part of the product you're selling (which it is for a number of coffee shops to be fair), you just look for something like "10 hours of lo-fi beats to study to" and throw it on.
Is it overall song structure?
Is this their responsibility? Just restrict payment to the registered copyright holder or their delegate, require registration of copyright for music to be payment-eligible, and escalate the problem to a federal crime with (presumedly) federal enforcement, no? Sure, some people will commit federal crimes to get a payout, but it's gotta reduce the problem massively.
I didn't see the naming issue that the other reply had with "Yes", but I do frequently see their name pop up with slop.
> having trouble finding anything actually good to read on Kindle
because of AI slop is new benefit of sticking to older texts that I hadn't anticipated.
With SACEM, if you have a cafe, then you have to pay 4000 USD per year to support musicians, etc etc.
Of course, this is only broadcasting rights, you have to acquire the music (or rent it) on a B2B platform.
If you play AI Lofi in theory you don't have to, but don't worry that inspectors will find a way to fine you.
Ironically, the human band you are playing will get zero, and it will go to the big rich and popular artists.
IMO they need to focus on the scam side more than the AI side.
But AI does seem to make it easier.
Also not that it takes skill to come up with a remix/cover/homage of a song that is close enough to the original that people can enjoy it like the original, but not so close that you are just plagiarizing it. So this problem before AI is limited to talented musicians who for some reason would rather copy somebody else then to make their own music.
House music can bring me as much joy as listening to Bach performed by a skilled ensemble. It depends on where I am at mentally. Both are valid forms of human expression.
They would benefit much more from a have a better recommendation and ranking algorithm that carefully monitors all metrics, recommends high-performers, and excludes unpopular content from the feed.
You can use the fact it was AI-generated as a signal, but it is just a signal among other criterias, not an outright ban.
Essentially, explore songs and artists, exploit winners.
Lot of people abort a song/artist/creator/etc.
Lot of fake listens.
People don't like the song of an album
Creator is historically with a low score
etc...
-> Downrank( https://en.wikipedia.org/wiki/Multi-armed_bandit )
Then you judge the popularity of a song, an album, a creator, a playlist, etc not its creation method. Exactly like a genre type. It's not because you don't like country music that everybody should be forbidden to listen to country music.
It's good for them too, the more streams they do, the more money they get, and the more their audience is engaged. If the person doesn’t like “AI-generated genre” then just downrank it heavily on its recommandation feed, like YouTube or TikTok does.
Yes, and AI music generation (like auto-tune before it) enables people to choose their celebrities from a wider pool than "the type of dork who practices guitar for 10000 hours".
If I happen to like it, I hit thumbs up/like. Otherwise I ignore it.
I sometimes go through and browse musicians, mainly to see if they have other songs I might like, but generally speaking... it's not high on my list of priorities. Then again, I don't give a shit about the "pop" aspect of music at all. It's mainly background noise I put on while doing something else.
---
As an aside:
> I also think it’s an entirely false equivalence to say using electronic instruments are like AI music tools. Very different things – an electric guitar doesn’t play music by itself. It’s still a tool at the end of the day.
I think this is where it gets weird, and I think you're pretty solidly incorrect here. Samplers and grooveboxes absolutely play music by themselves. I think there's also a weird world where things like "Girl Talk" are somewhat spiritual successors to AI music...
Ex - I definitely love girl talk, and I'm not in any way implying that those albums don't take skill and taste, but he's literally just playing samples of other artists. If that's real music (and I'd argue strongly that it IS real music) then I think I struggle to rule out AI generated songs that are edited by someone (and if you've used this tooling, it still requires lots of editing).
I disagree. You cannot take your Akai MPC out of the box and ask it to play music. You have to load samples, you have to arrange them and you have to instruct it to play. That seems like a far cry to me from "playing themselves." You still have to... write the music.
And a model does not play good music by itself. Only slop if your contribution is nil. Models are more like pianos than parrots.
Electronic or not, whether messing with a buchla or producing via vsts and changing knobs around still ends up with a human feel and human choices in a way AI music doesn't.
And what about the line between triggers or samples? I can play some impossible AI music if I sample the impossible parts and just say it's a sample played on a synth or whatever.
A synthesizer is not AI.
Raw LLM output lacks human authorship, and it was ruled cannot be registered for copyright protection. Raw LLM output is automatically public domain (which is also why its silly for Anthropic to be in such a tizzy about China using Claude's output, Claude's output is public domain).
Only the parts of a work that are human authored can be registered for copyright. If a work was created with AI assistance, the parts that were purely AI generated cannot be registered.
The US copyright office also ruled that prompt engineering does not count as human authorship.
So all those people using Suno to generate AI slop music and flooding the streaming services, their output is almost certainly public domain.
Raw LLM output is automatically public domain.
What if I prompt Claude to go prompt Suno? What if the same chain happens internally at Suno? Easy to imagine the human input being very dilute and a small part overall.
Furthermore, it is an oracle built on copyright infringement.
Do you understand the difference between "tool" and "oracle"?
My own taste in music is pretty junk-food-y I guess. Electronic music and not the pretentious kind. Dubstep, electro. Give me something that goes wub-wub. Incidentally, I think this experience mostly isn't one about human connection? Like, there is some circuit in my brain that likes that sound and wants to be tickled.
I can play classical piano to a mediocre standard. I listen to it and enjoy it occasionally. But, honestly, what I feel like my spirit needs is something that goes wub-wub and I think that space is densely seeded enough that maybe we can scale back human involvement in producing it.
Electronic music is probably my favorite genre, broadly. But there’s a human behind the machine, not a random collection of patterns. To use a concrete example: NIN is about 1000% more interesting because of who Trent Reznor is, and not because it’s merely good music.
This disconnect is much more of an issue with say, country or bluegrass or jazz. To divorce those from the musician and their cultural context is to miss the whole point.
If you can’t see how these are fundamentally different things, I don’t know what to tell you.
Like, a lot of times you're just engaging with someone's desire to have made a song, and what they felt about some songs that someone else made.
Twitter pay you for how much "engagement" your tweets get now. If you post something that angers people you will get a ton of replies, quote-tweets etc.
There are a whole lot of grifters on that platform making thousands of dollars a month winding people up.
Accounts pushing white supremacy, the reversion of women's rights, hatred towards other on the basis of their race or religion, climate change denial, denial of science and promotion of pseudoscience, etc etc. are heavily promoted across the platform and get millions of engagements.
If you create a new account, the majority of the accounts you are shown and suggested to follow will be those pushing the above.
They've switched to a model of paying their users for engagement, which naturally encourages users to post the most engagement bait they can, which tends to be inflammatory and utterly lacking in depth or nuance.
Someone asked where that happened and they said "On X" and the response was "Holy shit, That's the kind of thing you expect to see on Bluesky, not X"
The thing is, The comments were terrible, and the average user of either platform would probably wholeheartedly agree that they were terrible.
If you exist in your own little community on these platforms then you don't see those bits. Those hideous extreme elements are there though. I don't know how representative they are of their respective populations, or even how much of it is automated stirring. I'm not sure anyone does. it seems quite difficult to find an analysis that is not pushing an agenda. The nature of agenda driven research over truth driven research makes it much easier to find the agenda driven stuff, because it's only reason to exist is to be found. The hard working people who try and find the nuance are too busy doing that to run a PR operation for their work.
There's a dark irony that with the decline of platforms like Twitter and Reddit descending into places of astroturf and brigading, there are fewer places to find conversations where informed people are discussing things publicly. A person searching for what an informed individual would say on the matter cannot find it. There's not really even any bots pretending to be those informed individuals. The bot game is more basic. Throw so much obviously fake crap around that nobody trusts anything.
It's actually gotten better for those of us that value all sides of a given story so we can come to our own conclusions, instead of parroting stuff we hear in bubbles. I don't know anyone that's paid to engage, including myself.
> I don't know anyone that's paid to engage, including myself.
Anecdotal; people get paid / pay to post and promote certain content. But that's nothing new on social media.
That said, escaping or avoiding bubbles is good, just be sure you're actually out.
https://web.archive.org/web/20181130015402/https://pasteboar...
https://web.archive.org/web/20180827011518/https://pasteboar...
https://web.archive.org/web/20180827011519/https://pasteboar...
How about if the person who owns the educational institution puts their thumb on the 2 + 2 = 5 side of the balance for their own ends?
1. A different bubble is still a bubble.
2. Regardless of political leanings, paying for engagement is a really bad sign.
> I don't know anyone that's paid to engage, including myself.
So? You don't have to know anyone being paid for it to be happening. The people who are really motivated by that are often poor by western standards and living on the other side of the world from you.
Facebook also pays for engagement, and what that's lead to is stuff like AI-generated shrimp Jesus and fake "I made this" memes, created by guys in India that don't even know English and don't own a computer. They throw crap at the wall from their cell phones to see what sticks, then do more of that.
IIRC the same thing happens for politics. Just the other day I read that a lot of popular "Alberta separatist" accounts are run by people who don't even live in Canada. They just use AI and shamelessly copy posts made by other accounts.
X is not a meritocracy of ideas, either.
Unless people control their own algorithm, forget about it.
Imagine buying a cooking magazine and it was full of political ads. Who wants that shit?