Hey everyone – I’m writing this blog to spill my thoughts about my experience with AI so far.
I’ve been exploring it in various ways recently, but am by no means an expert, so my views are likely to change in the future.
— Programming —
Recently I’ve been noticing that the quality of Google searches has gotten much worse – to the point where finding answers for ActionScript 3 programming questions is nearly impossible. You might say, “Matt, AS3 is an extinct language, there’s not going to be any results.”, but this isn’t right. There are plenty of online resources for the language (such as official docs, forums, textbook snippets, etc) that were previously searchable, and the language is still used and updated to this day (by HARMAN instead of Adobe now). I don’t see these relevant results at the top of Google searches any more! And other programmers have told me that I’m not hallucinating – this is happening for modern languages too. And the news seems to confirm that Google is pivoting to a brave new strategy of intentionally making their results worse so that users spend more time searching and see more ads.
So that’s great.
I’ve never been satisfied with the search results of DuckDuckGo (I do try to use it), so with the death of Google, I’ve instead started asking AI chat bots more questions. And I’ve been surprised by the results. For programming, I’ve mainly been using Grok (since I’m still wasting time on Twitter anyway) and it’s very good at not only producing snippets of code, but also explaining how each step works, and which parts of the code you may want to tweak.
It does occasionally hallucinate things, which betrays its thought process – it seems to be using a lot of examples from similar languages like JavaScript, and translating them into ActionScript 3 – and this means it sometimes includes a reference to a library that doesn’t exist in AS3. Luckily, I’m experienced enough to spot mistakes like this quickly, and Grok will acknowledge the mistakes when called out on them.
So it definitely still pays to be an experienced programmer, but Grok’s outputs are also very informative and can help you learn quickly, assuming you take the time to actually read what it gives you, and don’t just copy and paste mindlessly.
I would describe using Grok as something like, “a search engine that creates personalised results, just for you.” And as the meme goes, a large part of programming work is indeed just using Google to look up syntax and the solutions to common programming and design problems.
But there are other options! I hear some IDEs have AI powered code-completion!
That’s not something I’ve tried out yet, as I don’t really feel I need it, but who knows?
Another thing I’ve tried using AI for is data entry. I asked ChatGPT to write a Python script that would extract all the Chinese strings from an AS3 code file, and list them in a plain text file, so I could easily upload a correctly formatted list of achievement names and descriptions to Steam. In the past I’ve lazily done this manually, but the clever option would have been to learn how to use Python and regular expressions. But nowadays it seems to be enough to know that this solution exists, and a bot will figure it out for me! I still need to phrase the prompt correctly, and quickly double check that the results are correct – but it’s way faster than doing the job manually.
Anyway, it’s my understanding that AI still can’t write complete programs very well, and despite the claims of CEOs, I don’t think it’s going to replace skilled programmers just yet – but it does seem to be replacing Google as a favourite programming tool for experts, and I think it can be a genuinely helpful learning tool too. Especially in the case of niche languages like AS3.
— Art —
Art is more complicated. It’s a totally different game from programming.
In programming, the end users only care about what the program does, and how you accomplish that doesn’t matter in most cases.
But in art, the process matters a lot!
The person you are and the medium you use will have a noticeable impact on the results, down to each brush stroke, and an art appreciator will care about the lore behind the work. So I think if you rely on AI a lot in your creative work, you’re making a lower quality product, and I think it’s fair to say that if you lie about your AI usage, you’re committing some type of fraud.
Having said that, I think it’s morally fine to sell counterfeit products – as long as they’re labelled correctly. For example, Lego is expensive, and if someone wants to buy a Chinese knock-off for 75% cheaper, I think that’s their choice to make, as long as they are not deceived.
In the same way, I find AI-generated content much less offensive when it is labelled as such, but I wouldn’t call it “art”.
Things get murky when you have an artist using AI to assist their work. For example, I know some artists will use AI to generate an image, and then they will paint that image themselves. I personally find that pretty lame, but some people might be okay with that.
In terms of personal experience, I’ve tried generating images occasionally out of curiosity, to see what AI can do. It seems to really struggle to create anything that there isn’t a lot of training data for. I asked various bots to generate a cat with no legs for me, and they couldn’t do it. It also struggles to make very specific changes to an image, like “make sure the cat has the same number of whiskers on both sides of its face”.
So I guess the people who will benefit the most from AI in creative work are the people who were already creating fairly bland and derivative products – where the details and level of innovation don’t matter very much. I think people on the cutting edge – iconic indie game developers and artists – probably won’t be impacted by the tech. But artists who do more generic work will surely lose employment opportunities.
When I spot unlabelled AI generated images out in the wild – on magazine covers, children’s picture books, food packaging, adverts – I think it looks cheap and trashy. But at the same time, the average person won’t notice or care. It’s “good enough” for most trivial purposes. I think that’s quite unfortunate, as it deteriorates the quality of our culture.
So far I haven’t used any sort of AI in my creative work.
But there are situations where I could imagine using it – like when I quickly need a stock image of a lens flare, or a very simple background, and some crappy stock image platform wants to charge me $100 for a license. I think that again comes down to corporations ruining the modern internet – resources like that used to be free and easy to find!
Another situation could be if I needed to quickly prototype some designs – maybe try out different color schemes or layouts – AI could potentially help me find something that looks good before I start working on the final illustration. But I don’t think my art is complicated enough to require anything like that.
Finally, it could just be used as an advanced version of a Photoshop filter. For example, maybe you have the rights to an existing image, but you want to make it look more like an oil painting for a house in your 3D game, and it can create that effect while maintaining the soul of the image.
I don’t think I see anything inherently wrong with those last 3 examples, if they’re done tastefully.
Most people don’t have unlimited time or money to get their ideal results, and maybe some compromises like that could be made. But luckily I’m not in a situation where I need that.
Anyway, AI can definitely produce pretty pictures, but I wouldn’t call them “art”, and I don’t think its use improves the quality of any artist’s creative work – but maybe it can be used to skip some of the boring parts. I think it can be fun as a novelty – especially on YouTube – where non-artists can produce some, uh… “interesting” content that would never exist otherwise.
Maybe the tech will improve in the future, or maybe artists will find better ways of using it, but at the moment I struggle to find examples of AI being used to create anything meaningful outside of some novelties. I’m open to seeing more examples though.
— Writing —
More so than programming or even art, I feel that language is a more critical part of our humanity that we should not seek to automate. If you’re using AI to write messages to your mom, your girlfriend, or even your boss, I think you are harming your ability to communicate and form relationships. You might as well give yourself a lobotomy.
Relative to programming and art, writing is also not very time consuming!
I’ve written this whole blog faster than I could make a detailed illustration!
And I’ve organised my thoughts and relaxed while doing it!
I know that it probably isn’t as easy for everyone, but I think you should keep writing even if you suck at it. It’s healthy to practice articulating your thoughts and feelings.
I don’t even read articles on unknown websites any more because they are overwhelmingly likely to have been produced by a bot – and you can tell because the bots don’t know what details in the text actually make it meaningful or interesting to a human reader. For example, an AI generated eBay item description for used Lego might tell me that “Lego is made of many parts and may be a great gift for children” – obviously I already know this if I’m searching for Lego! What I want to know is the condition of the item – which only the human seller can tell me – but they won’t because the AI has made them lazier!
Basically, I feel that any text written by bots pretending to be humans is an abomination and an insult to our humanity, more so than any other AI uses I’ve seen so far. I don’t think I even need to get into the damage it’s done on social media platforms and how easy it is to spread propaganda now.
When it comes to creative writing, maybe AI could be useful for brainstorming ideas, but even there, I haven’t found it to be particularly creative. Maybe about as useful as a thesaurus or baby name generator.
— Other Concerns —
There’s been a lot of talk about the energy usage of AI tech. My opinion is always that we should move to sustainable and renewable energy sources. We should aspire to create a future where energy is plentiful and clean. I don’t think wanting people to use less energy is a positive outcome to strive towards. And hopefully, this may be a problem that the market can sort out: if AI is truly using a disproportionate amount of energy relative to its usefulness, then companies will have to price it higher, and only people who genuinely need it will continue paying for it.
A lot of artists in particular, are mad that AI is trained on our content, without permission!
That really sucks, but even now, I’m not sure enough people care about digital rights to have an impact on policy. Many governments seem to see AI as the next economic boom, so it’s gonna take a lot of lobbying to implement some strong regulations against it. Attempts to poison AI training data have been entertaining, and in my opinion, the most effective approach will be to get the attention of huge corporations: Make images of Mickey Mouse doing 9/11 until there’s some sort of crackdown on unrestricted data scraping.
I think a similar approach would work with the issue of deep fakes. If it’s not illegal in your country yet, then start putting your politicians into porn videos until it is.
I think a lot of the main issues with AI come down to problems with capitalism in general – why should a small handful of billionaires be allowed to profit from a platform that’s only valuable because of the content that millions of users created? Reddit, Facebook, Twitter, YouTube, Spotify – they’re only valuable because users created everything that’s worth seeing on them. And that content is being used to train AI, which is being used to create impersonations of content, so that these huge companies don’t need to keep paying out any sort of royalties to the creators. It’s all looking rather dystopian.
There’s no reason platforms like this need to be operated for profit – Wikipedia is a great counter example. I guess in the near term, the best you can do is to give as little money as you can to big tech companies, and support creators directly through Patreon payments or other means. And in the longer term, advocate for regulations in your country, and maybe something productive will come of it once the ruling class starts being impacted.
Things are changing so fast that I’m not gonna make any predictions about what the future may look like, I simply hope that this new tech doesn’t make wealth inequality much worse, and that people don’t forget how to use their God-given brains.
—
Anyway, that’s all I’ve got for now.
Maybe I’ll update this blog later, or make a new one, as my opinions change.
Let me know if you have any opinions or know of interesting examples of AI usage in any field!

I think a lot of people are hyping AI up to be this huge phenomenon that will replace the need for people to work when in reality AI has only proven it’s ability to work as a new type of adaptive tool. It’s only a tool; you would never replace the lead mechanic because you got them an impact gun, but you would be able to cut down on the number of assistants doing menial tasks. AI is similar: it’s a convenient tool to get around tasks that are menial or repetitive. As a senior undergrad, I use AI a lot to find specific information on math and physics concepts that are taught at the higher level. Using google for the same task is dreadful as it recommends about 100 results that don’t help before giving me what I actually need, which I don’t have time to sift through. A sibling of mine believes that AI will go out and make Programmers, Engineers, and Physicists irrelevant within the next five years but since AI doesn’t live in our world or share in human intuition, it’s nowhere near replacing any of those fields.
AI has made about as many problems as it’s solved. Sure, it makes searching for information easy but now most of our social media is AI-operated crap. Sure, I can generate some cheap image or sound clip, but immediately people used that same tech to make AI undressing or porn bots. The belief that AI will solve every problem is far from realistic yet no one notices because the standards in society are at an all time low.
It might seem cynical, but I genuinely believe that the superfluous nature of AI is making use dumber as a species because for every person using it intelligently, there must be at least 5 people using it to cheat on a test or generate shit message.
I couldn’t agree more with your concerns particularly as far as writing goes. You mentioned how it just gets rid of human contact in regards to automated texts or whatever, but I do a lot of camping and I’ve seen examples on the internet people pull from books sold as reliable, non fictional sources and try to hide the fact that they’re written by AI. The amount of ‘advice’ they give that could absolutely get a novice killed especially in regards to foraging straight up known poisonous things isn’t just alarming because of what it is, but because as far as I can tell no one’s being held responsible for it.
I sure hope no ones fallen for any of that crap yet, but I’m afraid its going to poison our basic knowledge, gained through literally thousands of years of human experience, and until something disastrous happens and makes headline news around the world anyone will so much as lift a finger to control it. As you said, most politicians regardless of their beliefs seem to be looking to it as the next economic boom, and I’m worried the expression of “at any cost” might really be stretched to its limit.
tldr; it feels like ‘back in the day’ if someone published blatantly false and downright deadly information as true in a physical book, it’d be removed pretty quickly, and with ai that just isn’t happening
Yeah, I’ve heard about all the low quality books that Amazon is printing on demand! I’m not sure who the law should go after in this case – the seller probably lives in a distant country – and Amazon has too many products to curate them all, but they probably should!
Like I said on the Youtube section, really based takes. Additionally I would mention that not long ago, I realised the true beauty and value in art is that the artist spent time thinking what it would be and then drawing it. Digital artists or traditional artists with pencils have a ton of lines taken out just because “it didn’t feel right” or “it came out crooked”.
Then the value. Simple economic terms are already enough to explain why AI art is so bad. There is pretty high demand for art in nearly all fields. However, if all of it will be filled by terrible, sloshy looking AI pictures, nobody will care about it. The demand for AI pictures is not really high, at least for now. Sure you *could* use AI images to spice up a DnD campaign with friends, but that will most likely not be for commercial use. However the supply for AI pictures is massive. It is so easy to make, a few key presses and voila, a drawing with many imperfections. Then real art, which someone has put their heart into. It not only is in at least equal if not bigger demand than AI pictures, but it is also much more scarce. You cannot just tell an artist to paint a picture and expect it to come out great in 10 seconds. By the time they have probably drawn a doodle cat sitting or something. It makes art feel more valuable, more personalized and even more than that, more real. There will be mistakes in real drawings too, but those most of the time will be a few lines overlapping and going all the way through the painting, but if we take for example the left picture that you wanted it to recreate. Not only does it have 2 tails and 2 pairs of whiskers, but it also has a collar that fades into obscurity halfway through the neck. If a real artist would have done that, it would be either on purpose, or the second collar would stop abruptly instead of molding into the fur. Making 9/11 images that we feed to AI would have a really funny aftermath. Honestly, I simply have a lot of distain for people who try to sell AI pictures as theirs, as they are practically leaching off the work of others. For personal use I find it more understandable, but for monetary gain? You lost my morals there. Your thoughts of labeling AI pictures as such is a fair way, and I have seen some AI’s already starting to watermark the pictures they produce so…
Also AI use in coding is also a curious thing. It does seem to know a lot more about coding, being a machine itself. Unlike in art where the AI simply sees a thing, and only can assume patterns. It doesn’t know what a whisker is, it doesn’t know what a leg is supposed to look like, it just mixes and matches pictures it has seen with stitches and hopes it looks out great. Thus it is definitely more capable to help in coding. The area is definitely quickly changing, and maybe some person who knows a less known coding language could teach an AI how to use it to their best potential. It still feels like AI is a toddler in any way we look at it and has just gained object permanence, so it will learn more in the future.
Message turned to be a long rant, anyone wishing for a TLDR: Matt = based, AI = baby, Artists are very valuable when art is in high demand and artists can only give little supply.
Sorry but I have to disagree about ai on writing
It’s and had been a life safe to me on basically everything serious I have to write because after writing it you can just ask to ai to point all the mistakes made and suggest correction
“Mickey Mouse doing 9/11” that’s insane 😨…. but genius 😲
Thanks for your insight! It’s interesting to see the instances in which you don’t and do find AI usage acceptable as an artist. I think a lot of your stances were similar to my own in general but in terms of art im not really an artist so i feel like im not qualified to speak there. I do think training on artists’ work without consent is absolutely unacceptable, but things like the stock photo or filter situation make sense and paint AI as more of a tool than a replacement since like you said, it’s “good enough” but mainly for creating things that are pretty bland or unstylized to begin with. It’s too bad regulation on this probably won’t be here for a while. I used AI to generate basic, pretty undetailed pixel art for something a few classmates and I submitted as a project in an intro to game design class and wasn’t sure on the ethical ramifications of that. If the art is generic, im not mimicking any one person, right? But there would definitely still be people saying that that’s unethical. The alternative would be to make our own assets which none of us had the time or skill to do , so without AI I imagine we would’ve just… used random crap from the internet anyway. I guess the difference would be credit? We also could’ve just made really bad looking pixel art on our own if we really wanted to get it in on time while remaining “ethical” but we wanted it to have a baseline level of quality lol
Yeah, if you have a budget of zero, I can see the temptation to use some AI generated images.
In my opinion, your crappy programmer-made art would be more authentic and personal than AI images, but that doesn’t necessarily mean whoever is grading your project would prefer that.
Re: AI in programming
If I have to double check the code, I might as well write it myself. Besides writing code myself is the reason I learned it (i.e. I can make the computer do what I want it to do, most of the time anyway).