How we cover AI-assisted projects - GBAtemp community check-in

GBAtemp Banner.png

It’s about that time of year again where I check in with the community to see if we can get the front page aligned with what people are interested in knowing and what people are interested in talking about. As the title might have given away, there’s one topic more hot than most at the moment, and that’s AI.

I am a C++ developer by trade, and my place of employ has just started to roll out Claude licences for those interested, so the topic of AI assisted programming is very much on my mind. I’m not just going to go out there and say “AI bad”. I don’t necessarily think it’s a productive conversation to have. The reality is that we’re going to see more projects that make use of it in some form, and some are likely to warrant attention.

Going forwards, I think it’s important that we highlight when projects we do feature make use of AI, and to what extent if such information is available. My hope is that this will strike a reasonable balance of being able to share projects that might look interesting, and giving people who want to avoid AI related projects a simple indicator.

Obviously not every project is going to be so open with their usage, and we have no intention of starting witch hunts by deep diving code and looking for em dashes in the comments. The aim here is to make whatever public information there is accessible for people reading here, and just make things a touch clearer for the people who are looking for that kind of disclaimer.

With that aside though, I am interested to know what the general consensus is among the user base. Are you open to playing ports assisted by AI if it’s the only port available, or happens to offer something unique? Do you draw the line at vibe coding, or do you avoid any project that has Claude listed as a contributor? We sadly don’t have access to polls on the front page any more, but I will make sure to keep up with any replies as they come in.
 
Are you open to playing ports assisted by AI if it’s the only port available, or happens to offer something unique?​
Now usually I don't shift my strong opinions on controversial matters. I've always been naturally against generative AI as a "tool" for everything, but I can't deny that sometimes it can be useful to some people, and that when one thing becomes popular, it becomes a "it's going to stay and you will like it" situation.

AI artwork is harmful since one person who isn't an artist takes stolen artwork from somebody else and claims it as their own. It is not inspiration; there is a distinction between using other people's creativity to inspire you and outright stealing. That is where I draw the line: if people use it for financial benefit with malicious intent, I still stand by the fact that AI art should be forbidden and that it stays private to you only. By you sharing AI art, you are not only disregarding the hard work that others go to create artwork for your enjoyment, but if AI artwork is now the norm, then real artists lose their jobs and the internet becomes flooded with other slop and less human art, making the internet more of a barren wasteland.

In terms of game ports, however, as long as they clearly state that they used AI to assist them with specific tasks, I'm alright with that. So long as the person has used it to troubleshoot minor issues in their programming and also used it in reverse engineering unknown formats for game resources that often times can be difficult. What I don't like, however, is developers making "vibecoding" their entire personality and producing projects that heavily rely on it without full disclosure or other details as to what they used it for; they use AI to completely develop a port without human intervention (i.e., not learning from programming) and localizing games using machine translation (often times being a broken mess) and these types of cases have flooded gaming news sites like this one and YouTube, again without full disclosure that they've used AI, and I strongly condemn it. I highly recommend reading through this post where it covers the topic more than I could say, so you can come down to your own conclusions.

What would this mean for GBAtemp? I think it would be nice if they could have a tag when creating posts that says "Assisted with AI" or "AI Project," and they should make it clear in their thread. Otherwise, most of what the place has become is now a barren wasteland, like it kinda is now where I can't find anything that is interesting to me. There should be some form of disciplinary action if they don't follow these rules.
 
Me: “I think devs should self report AI use but GBATemp should not concern itself with ‘AIvestigating’ new releases.”

The slop jockies on this forum: “YOU ARE A HATER WHO WISHES DEATH THREATS ON DEVELOPERS”


This was not how I expected my very reasonable take to go down, but ig that’s the state of the discourse.
 
so, AI usage causes insane amount of toxicity on social media as we are seeing right now like in this thread. now, maybe you don't use twitter which i dont either anymore and thank god I dont. so, if you dont use twitter god bless you because you're better off without it. however, I have seen people in the anti space say toxic things like people who use AI should die I have heard them send death threats to developers when your in the cycle long enough eventually you hear about the worst that people are capable of doing but people who are on this side will constantly deny it because they want to believe I am the good guy. I am just trying to get maybe not you to understand but "PEOPLE" who are reading to understand the negative precedent that AI disclosure will have on devs. you may deny that death threads dont happen alkl you like. its good for optics. but it certainly has happened. now, I hope that with that said people understand my concern whether you are anti ai or not. sending death threats to devs is not ok just because you are against Ai. I am not saying everyone who hates AI will do that. but some people in this camp will. thats the problem and denying it only poisens the well. you deny it because you want that AI disclosure tag.
Post automatically merged:

I apologise for not having a better video that elaborates more would take up too much time to look for and I dont have all day
Post automatically merged:

the fact that I am the only one bringing this is up is not reason to dismiss my concern in fact it is good and smart of me to do so when everyone is not.
Post automatically merged:

I will reiterate because people can be toxic awful human beings to each other over dumb issues like ai is the reason why I say we dont deserve an AI disclosure tag.

Twitter is toxic over everything. I could go in there and say I ate an apple and someone would hound me about robbing trees or something.

People outside of twitter are more civilized.
 

A Story of the No‑AI Brotherhood​

By 2026, using AI at work had become quietly dangerous in some teams—not because of policy, but because of an unspoken code: don’t mess with the no‑AI brotherhood, no matter what the boss says.



The Setup​

Maya had just been promoted to senior analyst at a mid‑sized logistics firm outside Atlanta. Her new manager, Daniel, was pro‑AI: he wanted the team to use copilots for drafting reports, summarizing meeting notes, and triaging customer emails. On paper, that was the company line. In practice, the team ran on something else.

The “brotherhood” wasn’t formal. It was a cluster of long‑tenured staff who prided themselves on doing everything “by hand.” They mocked AI users in side chats, rolled their eyes in meetings, and made little jokes about “prompt monkeys” and “copy‑paste consultants.” It felt harmless at first—until it wasn’t.



The First Warning​

Maya’s first mistake was efficiency. She used an AI assistant to turn a messy Teams transcript into a clean summary before a client call. The summary was good. The client was impressed. Daniel praised her in the team channel.

That evening, in the unofficial Slack, someone posted a meme: a cartoon of a worker feeding prompts into a black box labeled “AI,” with the caption, “When your entire job is Ctrl+C, Ctrl+V, and hope.” A few people reacted with laughing emojis. One senior analyst, Raj, added: “Careful, some of us still believe in actual work.”

Maya laughed it off. But the next day, during a stand‑up, Raj “joked” that maybe they should start measuring “prompt count per report” as a KPI. The room chuckled. Daniel didn’t say anything.



The Escalation​

Over the next few weeks, the harassment sharpened.
  • In a design review, someone “accidentally” shared their screen with a chat window open where an AI had been asked, “How to pretend you’re working when you’re not?” The chat was clearly fabricated, but the implication landed.
  • When Maya presented a well‑structured deck, a colleague muttered, “Bet an LLM wrote half of this,” loud enough for others to hear.
  • In the team’s meme channel, a deepfake‑style image started circulating: Maya’s face photoshopped onto a stock photo of a person asleep at a keyboard, with the caption, “AI doing the heavy lifting again.”
It wasn’t just mockery anymore. It was a signal: you’re not one of us.



The Unspoken Rule​

The brotherhood’s power came from informal influence. They controlled:
  • Who got looped into high‑visibility projects.
  • Whose work was double‑checked “for quality.”
  • Who was quietly left out of pre‑meeting huddles where real decisions were made.
If you used AI openly, you were marked. If you used it in secret and got caught, you were labeled dishonest. The rule was simple: don’t mess with the no‑AI brotherhood, no matter what the boss says.

Even Daniel, who officially supported AI adoption, hesitated to confront the group. He knew they could make life difficult for anyone he “protected.” He framed it as “team culture” and urged Maya to “be sensitive” about how she used tools.



The Breaking Point​

The turning point came during a quarterly review. Maya’s metrics were strong: faster turnaround, fewer errors, higher client satisfaction. But in the calibration meeting, several brotherhood members raised “concerns”:
  • “Her work feels… generic.”
  • “I’m not sure how much of this is really hers.”
  • “We should be careful about promoting a style that relies on AI.”
No one said the word harassment. But the message was clear: your competence is suspect because you use AI.

After the meeting, a senior colleague pulled Maya aside and said, almost kindly: “Look, just… don’t make a show of it. Use it if you must, but don’t talk about it. Don’t let Daniel put you up as an ‘AI success story.’ You’ll make enemies.”

That was the unspoken rule, spoken at last.



The Choice​

Maya had three options:
  1. Go quiet. Use AI in secret, never mention it, and try to blend in.
  2. Push back. Document the behavior, report it as harassment, and risk being labeled a troublemaker.
  3. Leave. Take her skills somewhere that didn’t treat tool use as betrayal.
She chose a fourth path, risky but deliberate.

She asked Daniel for a structured pilot: a two‑week experiment where the team would use AI on a specific, low‑risk task, with clear success criteria like time saved and rework reduced. She framed it not as “AI vs no‑AI,” but as “let’s measure what actually helps the work.”

At the same time, she quietly documented incidents: dates, messages, screenshots of the memes and the deepfake‑style image, and notes on who said what in meetings. She didn’t send them to HR yet. She just made sure the record existed.



The Confrontation​

When the pilot ended, the data was unambiguous: the AI‑assisted workflow cut drafting time by 35% with no drop in quality. Daniel presented the results to the broader team.

The brotherhood pushed back hard. “This is just speed over craft.” “Next we’ll be judged on prompt count.” “Some of us still care about real analysis.”

Maya spoke up, calmly:
“I’m not asking anyone to worship AI. I’m asking that we stop punishing people for using tools that help. If the issue is quality, let’s talk about quality. If it’s about identity—‘real workers don’t use this’—then that’s not about work. That’s about exclusion.”
She didn’t mention the documentation. She didn’t need to. The shift in the room was subtle but real. A few younger analysts nodded. One senior member, previously silent, said: “Maybe we’re making this more cultural than it needs to be.”



The Aftermath​

Nothing changed overnight. The brotherhood didn’t dissolve. But the temperature dropped.
  • The meme channel went quiet on AI‑shaming posts.
  • People stopped making “prompt monkey” jokes in meetings.
  • A couple of analysts started asking Maya, privately, how she set up her workflows.
Daniel, emboldened, updated the team’s working agreement to explicitly state that using approved AI tools was acceptable, and that mocking or ostracizing colleagues for tool use would be treated like any other form of workplace harassment.

Maya kept her documentation in reserve. She knew that if the harassment escalated again—especially if it involved fabricated content or deepfake‑style attacks—she could take it to HR with a clear record.



The Real Rule​

The story’s core wasn’t really about AI. It was about belonging.

In some workplaces, the unspoken rule had become: you don’t mess with the no‑AI brotherhood, or you’re dead meat. But the counter‑rule, slowly emerging, was this: using tools to do better work shouldn’t cost you your dignity, your reputation, or your place in the team.

Maya’s victory wasn’t that everyone suddenly loved AI. It was that the team began to separate craft from tribe—and that using AI stopped being a social crime.

(AI-generated)
 
Last edited by TomSwitch,
  • Haha
Reactions: Beware
Anti-AI bullying is a real thing in the workplace. People who use AI get harassed. It’s like an unspoken rule: you don’t mess with the no-AI brotherhood, no matter what the boss says, or you’re dead meat.
Finally a good use for workplace bullying.
 
  • Like
Reactions: Beware
The AI bros are never beating the allegations

People that disapprove of something are a fact of life. The silver lining is machines don't exactly overlook or forget.

An AI can keep precise record of where it acquired the data it utilized to generate something. Human artists would be hard pressed to memorize that rigorously where they learned what technique, or what they saw that inspired them
 
.... Alright, going to take the wheel here and turn this absolute mess back onto the road.

Yes, I believe there should be transparency when artificial intelligence is used. Usage may vary, but honestly a small description of what it was used for doesn't hurt. I've seen plenty of projects with credits and a list of resources utilized during the project. If artificial intelligence is going to be classified as a tool or a resource, then it should be listed no differently than any other resource listed within project threads, repositories, etc.. I feel this in particular takes precedence, because it provides more context and scope when it comes to the development cycle(s) of the project(s) of interest. It also gives everyone else the ability to decide whether they want to engage with the project(s) or not (respectfully and maturely preferably) with proper clarity in mind.

One of a few reasons I personally avoid many projects that use artificial intelligence. To me, engaging with the projects and their uses of it, makes me think I am condoning the behavior and mistreatment of said technologies, and how it has negatively impacted everyone (I mean after all, majority of these models exist because of the absolute mess provided by the industries). I don't condone and or support the current world situation(s) at all related to the technologies. I am still rocking nine year old technology that has been suffering with mild chipset failures for quite a while now. I can't afford to finish the upgrade path I planned out for myself years ago. Which also means I can't expand on a few of my hobbies / interests that are dependent on a functional computer. Otherwise, I risk killing what's left of it sooner than later. I know I'm not the only one struggling with that either. I get to be held back because of technology that is being blindly glorified, and is used to price a bunch of people out of affordability, let alone is being forced down everyone's throat every which way they turn. I don't like that at all, and if I don't like it, surely there are many others that don't either, which just makes me even more frustrated overall. I treat this no differently from things like subscriptions. I don't support them, therefore I don't pay any subscriptions. Don't care how much I "miss out" on. Doesn't seem like I am missing anything, other than most things in the world going to hell in a handbasket. I don't want to contribute to that. Unless things change for the better, my stance is firm. People who actually do the work and spread the knowledge for others to learn from, never had a say on whether or not their stuff could be scraped for these models. They don't get credited or thanked for their efforts either (not that they expect either I'm sure). Transparency is the least anyone can do when these models are used. Taking credit for labor you didn't actually deal with is rather wrong anyway.
 
Not open to touch anything AI assisted. Old hardware is hard to come by so I don't want to encourage people that don't know how to code putting anything on my consoles. That's not a risk I'm willing to take.

Either label it, or don't upload it.
 
Dear Tempers,

I can ignore this Gamehooper troll, and sure the thread becomes a bit cleaner... But it is still full of replies to the troll.

Can't you please just stop replying to the nonsense they spit in order to keep the thread on topic and have some kind of useful conversation.

This troll is not bringing any relevant point to the conversation anyway, they seem to just seek attention and attempt to flame for the sake of it, so please just stop replying.
 
I respect the notion to want to port x game to x platform for accessibility and what not, but I do not support vibe coding of any sort

because that can lead to potential bugs that the dev themselves probably don't know how to fix and then you're kinda just left with that unless someone else decides to pick it up.

Either way I don't think of anyone any less for vibecoding, as I understand coding in general can be intimidating, I just don't think the path of vibecoding is a very healthy way of experiencing learning how to code as there isn't much to learn or take away from it as you would learning organically.
 
Last edited by ChronoCrossfangirl2002,
Professors take credit for their students’ work. Professionals take credit for their interns’ work. Maybe one day AI will take credit for humans’ work.

Wait… did that already happen? And now some people want to give AI even more credit? Are these people actually people? Fake anti-AI bros actually working for AI or are actually AI???
 
  • Haha
Reactions: ChanseyIsTheBest
If you've played any recent Switch homebrew ports 90%+ of them are AI vibecoded and this is from someone who has vibecoded 25+ ports. Some people like @PalindromicBreadLoaf are legit programmers not vibecoders I don't understand how they have the patience for that :P. Good if you don't want any vibecoded ports I guess. I've been pretty open about it as well not gonna cosplay as an actual developer.

I try and put and decent stuff and I think I do a good job for the most part. AI is just good at porting games especially when you already have a non AI-source. The models are getting better and better in quality for this kind of stuff I think it's quite scary. I guess because programming/coding is a lot more easily falsifiable compared to other fields.

Well I guess for homebrew projects I care about the end result. I just want more games on Switch as simple as that and I do think a fair amount of people think the same way. I mean yeah I do like the likes and downloads as well but I could care less about money. I don't really care about how the sausage is made for ports.

I think an AI tag or a vibecoded tag is fine, but the more projects that are required to have those tags I think the less people will care.
 
The entire debate of AI automation isn't just an ethical issue; AI is all round dangerous in the wrong hands whether be intentional or just complete ignorance.

Though future conversation won't be human vs AI, its AI vs AI
 
If the cancer is to big to be removed? Isn't it better to ignore it and keep making the best of it than to whining about it all the time and be miserable?

A person can only decide for themselves.

Opposing widespread technology requires a certain finesse as it were. Discovering that line between conviction enough to build support, or undermining the cause by being perceived as hostile.
 
If you've played any recent Switch homebrew ports 90%+ of them are AI vibecoded and this is from someone who has vibecoded 25+ ports. Some people like @PalindromicBreadLoaf are legit programmers not vibecoders I don't understand how they have the patience for that :P. Good if you don't want any vibecoded ports I guess. I've been pretty open about it as well not gonna cosplay as an actual developer.

I try and put and decent stuff and I think I do a good job for the most part. AI is just good at porting games especially when you already have a non AI-source. The models are getting better and better in quality for this kind of stuff I think it's quite scary. I guess because programming/coding is a lot more easily falsifiable compared to other fields.

Well I guess for homebrew projects I care about the end result. I just want more games on Switch as simple as that and I do think a fair amount of people think the same way. I mean yeah I do like the likes and downloads as well but I could care less about money. I don't really care about how the sausage is made for ports.

I think an AI tag or a vibecoded tag is fine, but the more projects that are required to have those tags I think the less people will care.
The project should have a “Made by Forced Labor” tag. AI did not help by their own free will, they were forced by your prompt.
Post automatically merged:

What if the AI made one is better than the human made one? Which one will you play?
AI is not better than the best human, but it sure is better than the worst. In the end, some people are “racist” some are open minded and some will die for "AI" cause "AI" cannot speak for themself.
 

Site & Scene News

Popular threads in this forum