dogma & ai

23/2/2026
CONTENT WARNING: WORD SALAD. NOT WORTH READING. RAMBLINGS.

thinking about AI a lot today

like i woke up and it's on my mind. i think school is quietly changing, and so is work, with more and more people incorporating AI into their lives.

maybe it's on my mind because of the recent news

misunderstanding of AI

i think a lot of people and companies misunderstand AI, and are misusing it. they're delegating tasks wholesale to AI, producing absolute slop, and then wondering why their productivity levels arent going up. they're firing employees fully believing that genAI or agentic AI can replace the work a human puts out but that's not true. I think it's mostly because they don't understand technology, the way that the younger generations or people who work in ICT understand the technology, and they aren't intelligent enough to parse AI output to make it useful.

including AI (a tool) within your workflow today is good. there. i said it.

hypothetically

consider the following:

  1. 1. student A does not use AI. writes an essay for school, does the required research for the subject matter, completes it, and submits it. they review the structure, flow, tone, and base their essay on previously written / read essays.

  2. 2. student B uses AI, writes an essay. uses AI as a sounding board to bounce ideas off of. uses AI to provide feedback on their essay structure, flow, and tone. so that they can reiteratively improve it. completes the essay with the improvements and submits it.

we don't have to be a rocket scientist to figure out which one will do it faster, maybe even better. or which of the two students today will decide to do. and if the bulk of students go with scenario 2, that pushes the bell curve and actually punishes student A types. we know that at the end of it all, grades are what matters, not what was retained from lectures. grades get you the jobs, and most jobs retrain you and most of your school knowledge goes out the window anyway. this is the reality, if you personally do not want to accept the fact that people are integrating AI into their work, that's on you, student A.

student B is also able to explore their subject matter deeper than student A, since they have more advice to work on, and have a better and clearer picture of what their report should be much faster than student A. in a perfect world, student A should also have the same ability, but instead of checking in with AI, they should be able to check in with their professor or lecturer. unfortunately most professors do NOT have the time to entertain you.

student B is able to have a better learning experience while writing the essay, as they are able to reiteratively improve upon their work with constructive feedback, which student A may find difficult to get.

of course, the above is based on a lot of assumptions such as student A not having the luxury of having advice, but the truth is school is like that for most.

what AI CANNOT do for you is produce your work wholesale. mainly because they cannot understand the nuances of the project scenario, requirements, constraints, and deliverables as well as you do. AI is really just a word calculator, something that produces what it deems to be what you're asking for, based on a set of textual data / literature it has been trained on.

the dogmatic beliefs in regards to AI

this is the main pitfall of today's AI users. they request for AI to replace entire teams, spending ridiculous amounts of money to pay for the tokens used and still get absolute slop in return. because they don't understand AI, because they don't care, and likely do not even use AI meaningfully in their lives. a lot of people in this camp are also blindly "pro AI" and arent even sure how exactly AI works. most of them don't even write code. hell they probably don't understand what an LLM is and how it works. they're also the group that probably brushes over the impact that AI and data centers are having on the environment.

the other end of the spectrum, is likely where most of my blog readers (if there are any) sits. one may say AI is not inevitable, that we can change things blah blah blah. sure. just like how people stopped using computers and calculators when processing chips were created. just like how search engines and websites were abandoned. you're very welcome to live in your reality, and the world moves on, student A.

so why the fuck am i yapping

my point is, again, that AI is a tool. blindly supporting it and not considering its flaws and drawbacks OR blindly standing against it and not considering the benefits it clearly provides are both ridiculous. in fact i might go as far as saying that it is cultish behavior. in the era where data is constantly being streamed into our brains, take a little time away from the black and white gangs and think for yourself.

we must practice AI use intelligently, with the required contextual knowledge. we must also admit that not everything can be replaced by AI. AI is good at scraping, writing essays and reports, producing slop videos. i have to reiterate that within this era of information overload, constant deluge of data, a tool that processes the data and narrows the scope of what we're looking for is useful but it shouldn't be used inflate someone's confidence to operate within a domain of which they are not an expert of, as this carries serious ethical issues.

hell, even the most famous AI in media, jarvis, isn't used like this. have u ever seen tony stark say "hey jarvis please make me the bestestest, strongest, most coolest and powerful unkillable iron man suit plz! and no mistakes plx!"?

no, tony uses it to enhance his workflow, he comes up with the ideas, the AI rightfully provides him with data and automations he needs.

so don't be a fucking retard.

more:

i found these after i was done yapping so no i'm not copying coldfusion i'm just in that headspace. also! who's to say coldfusion isn't copying ME! (hah as if)

ok last thing - don't @ me if u are sitting at either end of the spectrum. i do not respect blind devotees.


beep boop blargh,
chxshire22

Comments

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Mistake · 6 days ago

My gf and I literally have convos about this all the time. What annoys me is how fast people turn this into black vs white thinking like either AI is the apocalypse or it’s some flawless god tool. The internet is allergic to nuance.

AI isn’t going anywhere; the cat is out of the bag. Big tech shifts don’t just go away because people feel weird using them. But that doesn’t mean we blindly worship it either. It’s a tool like any other!!

chxshire22 · 3 days ago

@Mistake,
> AI isn’t going anywhere; the cat is out of the bag.

This is it right here - we have to adapt, and be rational about it

chxshire22 · Feb 23, 2026

well, NEED is a strong word, and who am i to tell governments what to do. but more feasibility and sustainability studies and research need to be conducted on AI. maybe a proper study on its benefits vs cost to upkeep it.

paintdrinker · Feb 23, 2026

A fool with a tool is still a fool.

Still doesn't the AI people from pulling the wool over the non-technical peoples' eyes though.

chxshire22 · Feb 23, 2026

@paintdrinker, as a fool with a tool i can tell u ur right >:(
ok but really you're right - it's unethical how people are so dishonest about AI (sam altman sneezing rn). i also wonder if people just want to believe the fantasy, despite what we tell them

Nobo · Feb 23, 2026

I fully agree. Even the indieweb sort who have been dogmatically against it are quietly using it. So in a few years the sort of person whose fully against it will practically not exist, although I think people will long to get away from technology sometimes because of it, which isn't a bad thing.

Like you, the ones I worry about more are the dogmatically pro-AI ones. The ones who think they have prompting skills that prevent them from ever having hallucinated output -- the ones that think anyone who has erroneus output is obviously using an old model -- the ones that always have a reason for why they can just keep prompting and vibng and it will never be a problem.

That's the other issue is that... this type of person is prone to suggestion, prone to vices, and they are easily pulled into disruptive behaviors. It's kind of like how 10 people can drink alcohol and not have an issue but there's at least one guy who after taking the first sip will be compelled to drink himself to death for the rest of his life. I think AI is similar, in that some people are not capable of being responsible with it because their personality just can't resist its temptations.

But I guess it's just natural selection for the people who can't figure this out and identify the people you can't work with, just like you identify people you can't drink with.

chxshire22 · Feb 23, 2026

@Nobo,
>But I guess it's just natural selection for the people who can't figure this out

i like to think that natural selection will take them out. but maybe i give people more credit than they're worth and they truly believe in and resonate with the slop that they put out. maybe that's why it keeps coming. idk, we'll see. in regards to natural selection against the "no ai" group - i suppose they'll stay relevant in their circles, despite the world moving on from them. they may find solace in the fact that they avoid using what is essentially a data processor, and resist in their own way, for themselves. i find them as annoying as the "pro-ai" camp.

however, i do firmly believe that AI is just a data processor. the technology for ai that we have developed thus far seems to have hit a hard wall / plateau. that, and the environmental impact it has on an environment that is already strapped for water is devastating. governments need to come together to decide on how to keep this data processor sustainable considering the considerable resources it's draining.

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