train/dataset_main.csv

text
"Hot take that will get me ratio’d to hell:
AI art isn’t art.
AI code isn’t coding.
AI music isn’t music.
It’s high-tech plagiarism wearing a lab coat.
Prove me wrong without coping, seething, or posting a soulless AI image in the replies.
I’ll wait.
#AI #Suno #music"
my hot take on this is that anyone who has used Cursor for 50 hours is so hopelessly lost that even bad AI is an improvement
my hot take is that for me i feel like there is a substantial difference between a small team cobbling together random cheap shit to brainstorm and to make something appealing to a publisher using AI is a drastically different thing than The Guys Who Made 450 Million and Should Know Better using AI
"Hot take but I don't really care about AI generated advertisements. They're ugly, but commercials are always ugly. It sucks for the actors and crews who otherwise would have gotten work but that's the extent of it."
"Also, hot take for the reptile world, but I gave up on palmstreet cause it's pretty much full of ai slop thumbnails and cresties. And while cresties are cute, there are way too many. Please stop breeding them for a while."
"Hot take, but

If you use AI as part of your game development process, you don't deserve shit. If you need to use AI at any point, that alone should disqualify you from any award.

I ain't pointing fingers, but you're free to take a guess what I'm talking about, I will not elaborate further."
"My hot take is ""just remove AI from your vocabulary""

Be more specific 

Use words like chatbot, computer vision, classifier, etc"
"This might be a hot take but, let these disgusting multinational corporations use AI for their god awful commercials. No one ever wants to see them. No one confuses this for art. At best it’s propaganda. Let them be fake. The food is fake too."
"hot take🌶️: An engineer who can’t use AI slows the whole team down (specially in early startups), and hiring should reflect that.

Modern dev interviews should test how well someone works with AI, not how fast they grind leetcode."
My other other hot take about ai is that I think the real utility was in swarm ai a la projects like unanimous ai which despite giving real actionable results in the fields its been tested in seems to be utilizing llm based ai now to make people better at *checks notes* marketing.
"“Hey let’s use the tools as tools” shouldn’t be a hot take, but here we are. And it’s not relevant. The concern is ai used by amateurs and bad actors."
my AI hot take is that tools like claude code that are pretty good at coding as an assistant with a knowledgeable person driving will stick around.   But we're still along way from there being a real consumer level killer app from it.
"Hot take: I think LLMs can actually be useful for certain tasks, but the problem generally comes from AI companies overselling their products and making them seem more versatile than they actually are. In short, AI companies are ruining AI."
My hot take of the week is that I think people are making too much of a big deal out of the Divinity AI thing
My hot take is that in the era of easily-generated AI nonsense papers journals that want to ensure high quality will need to start hiring full-time professional editors and reviewers instead of relying on volunteer labor from overworked academics.
"hot take but I actually kinda... like windows 11
I prefer 10 but it's actually good after you remove the bloat and ai stuff (and changing some settings)"
"1. Educate yourself 

2. Hot take, maybe people with mental health problems shouldn’t be using ai 

3. Ai is not stealing from artists, and honestly if artists that charge $50-$100 for commissions and want to be paid in advance are losing money then good

4. I have"
Hot take: A video game company using AI to write powerpoint presentations isn't that bad.
"Perhaps a hot take but I'm not a fan of redrawing generated ""art"" out of spite. You're still giving AI exposure and we all know it can sometimes generate a straight up copy of the original artwork so you're stealing stolen artwork. Why risk that. Just make your own shit, that's spiteful enough"
Hot Take: Theater sucks and AI also sucks.
"Incoming hot take.

I very briefly worked in academia in a non-academic role.

I’d say a solid 50% of the academics I worked with gave zero shots about their output, were there to flex, and would be more than happy to spit out AI “research” to maintain their positions. 

Maybe 60%"
my just woke up hot take is instead of demonizing people who cant afford premiums why dont we just leave them the fuck alone and focus more an gen ai hate and boycott instead. ofc if someone's well off and can afford to regularly support someone awesome. but many people arent. its not their fault
"Way too many Ai conversations this weekend with my academic family.

 hot take. We are intelligence elitists.  We are really smart and look down on those that struggle academically. (Me less so because I struggled). If you are better than 98% of people at anything, looking down makes for cruelty"
"Hot take: there is an AI bubble only for training models, specifically just the model release cycle. Model releases every year are not profitable."
"hot take, i vastly prefer those viral Cute Animal videos being ai generated nowadays bc most of the time the real ones were just animal abuse and mistreatment. i mean i would really rather the ai ones not exist either bc theyre still promoting those practices but they are a lesser evil at least!"
"AI isn't cool. Not in this current form at least....

You may think that your list consists of advancements for labour but the combination of robots and AI threatens to eliminate jobs altogether and is actively making art as a profession nearly impossible.

The rest of your list isn't a hot take."
my AI hot take is that the entire development process for LLMs has been a Turing Test Cargo Cult. They internalized the idea that true AI=chatbot that cant be easily distinguished from a human and went all in on *language*. Passing the test is substituted for the thing you are meant to test for
"my hot take:

'my english is bad so I need to run my essay through ai to 'correct' it' is a psyop by ai companies

as someone who teaches university in english in a country where english is not a first language I get apologies from students about the quality of their writing when it is PERFECTLY-"
"My latest AI hot take is that AI will probably make college harder in the long run. Harder to teach, harder to grade, harder for students. That will probably make the grade inflation crowd happier, but I worry it will create an accessibility apocalypse for students. That’s a huge problem."
"ok maybe a hot take today but i think its actualy really harmful to accuse somthing of being AI just based on vibes alone 

i realise image models are becoming too good at hiding imperfections but somtimes yall gotta think before you post"
"Hot take: tech companies should stop investing in AI and instead focus on making their base products work*.

*design products that don’t trigger rage when trying to accomplish what should be a straightforward task.

Thank you for coming to my TEDtalk.

Lookin’ at you Word. 

#ai #tech #worksmarter"
Hot take but show me one example of AI doing anything that isn’t a task a man historically expected a woman to do for him
"a lame hot take i have about AI in art is that there is almost a version of it, somewhere in my head as an ideal, that IS creative and fun. but that's not how it was implemented, how it works, or how it exists in context with the world"
"Hot take: I really don't think anyone who is an artist, especially a voice actor, should continue to work with Hoyo. Like, at all. AI is built on theft and Hoyo is very likely using stolen work to fuel generative AI.

The only way to safely work for them was a union contract. And well...."
"Hot take; I feel kinda weirded out as I have with the idea of Sally dating Nicole in the Sonic comics.

If Nicole was a real flesh & blood character, that's fine... but an AI hologram? Where's the physical intimacy?"
idk if this is a hot take but until the bubble bursts and all these companies go down I think we kinda lost the battle about resisting the public use of AI and the efforts should be refocused on tightly putting regulations in place
"My evergreen hot take is that the AI bubble bursting will not be the end of most AI tools it will be the end of calling most tools AI

My other hot take is that curated LLMs will likely drastically improve and be fine and general stuff like ChatGPT will die in a fire"
Hot take: society’s failure to appropriately critique and resist AI is related to the general failure to take classical theism seriously.
"Hot take: AI is making engineering more human.

More specs, more reviews, more accountability, more conversations about intent. And less typing."
"hot take. alt text is just ploy to make bsky photos far more valuable to be sold as image ai training data. 
visually impaired people may find it useful, but the most visually impaired creation is ai, text associated with an image is far more valuable than just an image."
Hot take: the people in charge of regulating AI should not have a profit incentive to grow the industry at all costs.
might be a hot take but if you review games for a living and you're shilling out for AI slop or gacha games then none of your opinions matter you're too compromised to actually have valid commentary on the art form
"this may be a hot take but I think the terminator version of this scenario would be preferable to the ""US soft coup of China via AI merger"" scenario"
"If you're annoyed by the out of touch CEO AI hot take on the TL today, spend some of that energy on promoting non-AI material.

Bias included, naturally, but, how about some of ours? <3"
"i wish some AI startup would build upon ad-blocking.

i want image blocking. in particular, i want images of these figures blocked:
- the current ""president"", 
- the meme of the man standing up for some ""unpopular hot take""."
"I'd be a bit surprised if this was a hot take but, as a multishipper I think it's absolutely scummy to edit or run a person's art through ai into a pairing you like just because you dislike the pairing the artist likes

We're not all gonna ship the same thing, but doing that is absolutely despicable"
"Hot take, some AI is super cool and useful (medicine, aeronautics, sciences) ….but most of it (especially gen ai) is dystopian trash."
also absolute hot take here but: Some of yall have absolutely no artistic skill and have the gall to say someone is using AI can fuck off.
"Hot take: Not all AI is bad.

HEAR ME OUT.

AI = Artificial Intelligence and has been around for decades. Some programs are technically AI but made by people (automation tools) and learn from people.

Gen AI = Generative AI and takes data from existing sources such as art, photos, sites, etc."
"Hot take: in the age of AI pirating music hurts musicians more than ever. We are at a point where power has shifted to the independent artist, not the major label. 

When you pirate music from them that’s bills that go unpaid and food not on their table."
"Hot take but not all AI is bad.

The only problem is, I want AI to clean my house. It want it to do mundane tasks that I hate doing. Doing laundry, washing my dishes, ect.

I don't want it to make my art and my music for me."
"hot take, but I feel like if a company is called out on their use of AI and comes clean while also taking steps to replace that generated content with real, human-made content, we should be applauding and rewarding that behavior."
"hot take: Sora & Nano Banana are critical to societal acceptance of AI

especially around Thanksgiving, you go home and show people what AI is capable of, in a way that’s very easy to grok

it changes things"
"My hot take on AI as an engineering graduate student is that students feed everything into ChatGPT (even coding assignments) and now simply don't know how to start things. 

Ironically, in a survey I did fall terms 2022 and 2024 students hated report writing a lot less after ChatGPT."
"Hot take for Bluesky: 

Generative Fill is good, it uses AI & it improves my efficiency massively as a designer. ✍️"
"I was thinking this the other day

This is a hot take: if ai killed copyright laws in their current form it would be a good thing. We’ve stifled so much creativity and innovation in the name of capitalism"
Hot take: privacy as the biggest concern re: AI in medicine is a red herring. People put their lurid personal details into ChatGPT every 5 minutes. Making it all about privacy -> maintaining big funding for models that nearly always fail to cost-effectively improve patient outcomes. #medsky #statsky
Hot take: that entire Gmail is going to use your email to train AI unless you opt out thing was just a ruse created by someone who manages e-newsletters and is sick and tired of them landing in people's promotions feed instead of their regular inbox
Hot take: the people making these ai music top the charts on Spotify is most likely suno themselves.
"Hot take, fresh outta the oven

If you didn't boycott Fortnite over AI Darth Vader turned racist you have no right to scream now over Harry Potter. 
Unfollow button if you disagree are is to the right, I ain't discussing."
Hot take: If you need AI to raise your child you should not be a parent.
"Hot Take: use of AI chats or Generative AI at any point in the process of making a game requires disclosure.
I'm so fucking gutted that it's just okay to not disclose. Shame on you, Clair Obscur devs for refusing to elaborate and refusing to disclose the use of AI."
"hot take. alt text is just ploy to make bsky photos far more valuable to be sold as image ai training data. 
visually impaired people may find it useful, but the most visually impaired creation is ai, text associated with an image is far more valuable than just an image."
"Hot take I think insulting human made things by calling it ai is terrible no matter how bad the thing you're ragging on is.

I genuinely think even the lowset bottom of the barrel slop is miles better than anything ai generated and you should feel bad for even joking abt it"
"hot take: I think the future of AI is less ""big, all-encompassing cloud models"" and more smaller, local-run models"
"Hot take perhaps, but the environmental impact of AI is far worse and more worrying than the plagiarism or copyright issues... and the conversation largely being focused on the latter is honestly frustrating."
"Hot take, companies want AI to do things for you, not teach you how to do things, to create a dependence on AI services."
"Hot take:

If you use AI for anything, you are the problem. You are not my friend, you are my enemy. I dont care how little it is you use now. 

I used it in the past, but no more. It was cute for like 12 minutes now its terrible. Im fighting it at work as much as I can."
HOT TAKE! the only use for ai is hallucinations and the only purpose is trolling and deepfakes
"> the furry community

My exceptionally hot take is that AI tends to take root in areas where community isn't strong: where art is getting reposted a lot without sources, where critters aren't talking to the artists who draw the stuff they like.

I think passive art consumption is the gateway to AI."
"Hot take: AI only really excels…

1. In the 2-10 minutes of a new chat
2. when the prompter is a good, patient communicator
3. when LLM is told to ask clarifying questions
4. when the prompter understands an LLM is a black box built on averages and weights

Don’t fight me"
"This may be a bit of a hot take, but I am sort of curious what other people think on here.

With the recent news of Disney investing into AI Stuff, I wonder if furries on here feel responsible for that by spending Money to watch Zootopia 2.

I am surprised how many on here went to see it, haha"
Hot take: games that use Gen AI should not win any awards :)
"Hot take, but I've realised, although I remake a lot of AI stuff I see, I cant really be accused of tracing. Although I have asked some art friends to remake stuff I've found. 

I dont entirely defend tracing, I empathise with the anger, but at least they are making stuff instead of using bots."
"Hey big opinion here and maybe a hot take for some of you:

If you're willing to accept any amount of generative AI use, especially for *art*, you need to get the fuck out of the furry fandom. Like genuinely I hate people who gatekeep being a furry but this is an ART community. That's not for you."
"“We worked tirelessly on AI prompts to create this Clio-deserving video ad that we claim IP rights to, and we are real, actual artists on par with Scorsese and Spielberg, goddamned it!” is the kind of hot take dominating the LinkedInLunatics subreddit these days."
"Hot take but devs that refuse to use “Ai” is like mathematicians or physicists refusing to use calculators or supercomputers. 

I’m no fan of Ai slop and there is a lot to dislike but this has altered the course of software development permanently and those that resist may become obsolete."
today's hot take is that I dont think a game that used gen ai art until they got backlash for it deserved best art direction
My hot take on AI is that it's going to be like 3D films. Every 30 years someone will decide its cool and then we'll put it back in the loft again after it's clear that its not
"Hot take: 
The fact that AI produces slop is disappointing.
The fact that PEOPLE produce and use AI slop is a problem.

I blame users and companies for this.
Delete that shit.
Pay artists."
"Hot take? I think gamers turning on Divinity has been a long time coming.

TBH, even before Larian's descent into AI fever dreams and the unpaid creative labor, I never was fond of Divinity 2 because of two big design issues that made a playthrough I did stop in its tracks."
"Hot take: 

We need to find a word other than 'uninspired' when referring to art that we don't connect with.

In a space growing more and more overrun with AI slop by the day, no piece of art made by a real human deserves to be degraded like that."
"Completely wooden. 

Hot take: She made a good case for AI actors. AI actors don't go out of their way to defend SA offenders, at least. And even if they have the wrong number of fingers and are completely devoid of human essence, at least they aren't evil incarnate."
"Hot take but 
Using AI as a base for human artists to funnel creativity through isnt a bad idea, and that means using it for concept art kinda makes sense. 

And plus, ""gen AI"" could mean something as innocuous as like, photoshop's autofill tools."
"Hot take:

Most people say
“AI will take my job.”

But they panic when Python shows one error.
Bro… AI isn’t replacing you.
The guy who fixed that error is.

Learning AI isn’t scary.
Avoiding it is. 😭🔥"
"🔥Hot Take🔥 🧵

People using Ai wouldnt have rushed to use AI to be ""creative"" if the art community had stopped its shitty behavior in being so cut throat to beginners.

I watched time and time again, people torn down and treated as worthless for not being good yet.
For making mistakes."
"There is no such thing as an AI artist. That's not a hot take, it just doesn't exist. Not everyone has creative talent, and it's ok if you don't. You're just rolling dice until you get the outcome you want.

I get likes from someone calling themself any kind of AI creator, you're getting blocked."
"hot take, i agree with the AI here"
hot take but you should be so ashamed of your ableism that you delete your entire account. making up an ai conspiracy theory to hide behind why you don't want to do alt text is such a chickenshit move.
"Digging through some best practice stuff as I try to account for AI in my assessment design for next year. Found a doc from TEQSA in 2022, in which I've come across this absolutely white-hot take:"
"Hot take: Writing code should take time. The amount of bloat I see in PRs of code that does not matter and just causing debt. 

Just because AI makes it fast to write 1k lines of code, doesn't mean you should write 1k lines of code."
"hot take. your politics should stop calling for the sacrifice of whole groups of people. we don’t have to leave anyone behind.

the existence of AI and the techbros who wish to weaponize it against us does not justify fucking over people who are visually or otherwise impaired."
It is a hot take to say he is already better than Iverson? Cause he is and ai is my favorite basketball player ever
"Hot take incoming:

The ""AI will replace marketers"" discourse is tired.

What's happening: AI is making strategic marketing accessible to smaller teams. 

You no longer need a 10-person team to execute sophisticated campaigns.

The skill shift: from execution to orchestration."
"Here’s the thing about AI ads. 

There is a core group of people who are going to love them, the mushy middle who won’t care either way, and the group who can’t stand them

Why would you risk turning off a significant portion of your audience just to make LinkedIn hot take fodder? What’s the upside?"
my hot take on the AI in gamedev discourse du jour is that I didn't play any of the games by the studios people are talking about so I really don't give a shit. sorry
hot take: if you are a starving game dev in your basement and don't want to trouble your friends over an idea you might not see to fruition i can understand using AI for placeholders. the problem with larian doing it is they're a billion dollar company and could just fucking hire concept artists.
"And here’s a hot take: unless you’re spreading a message that doesn’t require nuance, social media is not as effective for lasting activism as people think it is. In the AI age, it’s also not a good place to get news, unless you’re taking a lot of time to vet what you’re reading."