There’s a ton of great small scale things we can do with machine learning, and even LLM.
Unfortunately, it seems the main usages will be crushing people down even more.
Neofeudalism
Technobarbarism
Cyber-savagery
Yup. AI should be used to automate all of the mundane day-to-day BS, leaving us free to practice art, or poetry, or literature, or study, or just do leisure activities. Because all of the mundane BS is automated, so we don’t need to worry about things like income or where our next meal comes from. But instead, we went down the dystopian capitalist timeline, where we’re automating all of the art so artists are forced to get mundane day-to-day BS jobs.
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“Bias automation” is kind of an accurate description for how our brains learn things too.
That reminds me of the time, quite a few years ago, Amazon tried to automate resume screening. They trained a machine learning model with anonymized resumes and whether the candidate was hired. Then they looked at what the AI was looking at. The model had trained itself on how to reject women.
Another similar “shortcut” I’ve heard about was that a system that analyzed job performance determined that the two key factors were being named “Jared” and playing lacrosse in high school.
And, these are the easy-to-figure-out ones we know about.
If the bias is more complicated, it might never be spotted.
That shit works IRL too. Why do you think therapy practices often have themselves positioned in front of a wall of books? Not that it’s a bad thing; it’s good for outcomes to believe your therapist is competent and well educated.
Someone should build a little AI app that scrapes a job listing, then takes a resume and rewrites it in subtle ways to perfectly match the job description.
Let your AI duke it out with their AI.
When I got out of the military, my outprocessing included a briefing about how to get interviews with federal organizations. One thing they taught us was that you can copy the job description, paste it into your resume, and set the font to white. The automated systems at USA Jobs would register a match to the job description and rate you as a better candidate and the human screeners were so overworked that they would just go with what the computer says without checking.
I wonder if this still works lol that’s brilliant.
Some places, yeah. But some of the screening tools have grown more sophisticated now that the information about copying and pasting the listing has made its way to the public.
Pretty sure I saw that somewhere actually.
Edit: Top 5 List - https://www.tomsguide.com/features/i-tested-5-ai-resume-builders-to-help-get-a-job-heres-how-they-fared
I’m looking for a job now, and this is very useful to me. Thank you.
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That exists
I do that shit when I have a web interview. Put up a guitar just visible in the camera, a small bookshelf, a floor lamp, make sure my tennis bag is visible despite not playing in ages…
Whether they realize it or not, people do take this stuff in. Not sure why some algorithm based on these very same interviews wouldn’t do the same.
Journalist doing reports in front of their dildo collection: “hold my beer”
Tennis bag? Oh, right. America.
America? Maybe Britain?
Maybe. But why tennis bag?
Play tennis
Ya
To be fair, this works with humans, too.
Yes, contradicting the claim that it’s “more objective”.
Recruiters: “people are using AI to apply! Shame on those lazy wage slaves!”
Also recruiters:
One web LLM I was screwing around with had Job Interview as a preset. Ok. Played it totally straight the first time and had a totally positive outcome. Thought the interviewer way too agreeable. The next time I said the most inappropriate stuff I could imagine and still the interviewer agreed to come home with me to check out the rock collection I keep under my bed and listen to Captain Beefheart albums.
Listening to some Captain Beefheart, huh… I’ll grab my shiny rocks!
Why are the different scales connected? How exactly does one interpolate between agreeableness and neuroticism? This is the kind of diagram I used to draw as an 8 year old, and they put this crap in a real product…
They shouldn’t be plotted that way technically. The big 5 are independent traits so they should essentially be sliders, not linked like that.
That said, it’s way easier to see the points when you do that. Easy to miss when colors swap, for example, without the lines when you’ve been looking at this stuff for a few hours.
Answering the question in the image: machine learning arose from the industrial control world. The idea was to teach a machine how to detect defects in supposedly identical objects out of a manufacturing line, most often with “machine vision” (ie. a camera). Applying it to humans was asinine.
I know right? I have seen seen vision systems do some impressive things, but they are carefully calibrated to work in a specific way under certain conditions. Some of the ones my company works with get fed CAD in real time so the robot knows what to look for.
During the AI goldrush you can make your fortune selling bookshelves.
I’m not working right now because I’m putting my daughter through online school. (Also due to an illness) She graduates in five years.
I am never getting another job, am I?
Just have a bookshelf behind you during the interview, you’ll be golden.
Or maybe have the oval office as a backdrop, that might really make you qualified.
Just get a bookshelf poster.
I have a MfA from Parsons and 25 years of experience, and I’m having an incredible amount of difficulty finding a job in my field.
You’re not alone.
I really hate that we are calling this wave of technology “AI”, because it isn’t. It is “Machine Learning” sure, but it is just brute force pattern recognition v2.0.
The desired outcomes you define and then the data you train it on both have a LOT of built-in biases.
It’s a cool technology I guess, but it’s being misused across the board. It is being overused and misused by every company with FOMO. Hoping to get some profit edge on the competition. How about we have AI replace the bullshit CEO and VP positions instead of trying to replace fast food drive through workers and Internet content.
I guess that’s nothing new for humans… One human invents the spear for fishing and the rest use them to hit each other over the head.
I agree with most of your points, but i don’t entirely like the “this is not intelligence” line of thought. We don’t even know yet how to define intelligence, and pattern recognition sounds a LOT like what our brains do. The hype is of course ridiculous, and the ways it’s being used is just stupid, but i do think pattern recognition could be a solid basis for whatever we end up considering intelligence.
Maybe it is human-like intelligence. It’s dumb as shit, but have you met people?
LMAO
But yeah, I guess at its core, human intelligence and machine intelligence are both just pattern recognition, but I guess my point is that calling it “AI” gives people this false sense that it is something it is not. AI has been a thing in Sci-fi for so long that we all think of Data from Star Trek or C-3PO from Star Wars and similar. When in reality it is more akin to a robot arm in a factory doing the same task really fast and really precisely, but it isn’t some adaptable all-purpose thing yet.
That for sure is a problem with all modern bullshit technologies they want to hype in order to get people to use/buy it.
Look at smart tv’s… everyone assumes they’re awesome since they’re smart tv’s, that’s of course better than a regular tv. They’ll of course never mention that this just means that it’s a tv with a 100$ android box embedded that they’ll abuse to try to serve you extra ads, that they’ll not bother to update so your tv becomes obsolete in a couple of years, and that you can achieve the same thing by just buying the android box sepearately and connect that to a regular tv, which won’t make your entire tv become obsolete when the cheap android box doesn’t get updated anymore…
So yeah, i can imagine you have an issue with it being marked as (competent) AI.
Yeah for real.
Smart TVs, Subscription services, etc.
It’s all just capitalism doing its thing, everyone racing to sell sell sell.
Pattern recognition is one thing that our brains do, it is a very long way away from the only thing our brains do.
[citation needed]
But yeah, that’s the kind of discussion i’d love to see in more depth :). When would an AI be considered intelligent? It used to be passing the turing test, but now that’s being achieved the goalposts are moving, and that’s maybe for a good reason, but what will be the actual measure :).
All you are saying is, is that intelligence isnt as smart as we think, that human intelligence is actually pretty dumb. That doesnt change anything about the current situation even if thats true though.
So we all agree its actually human level intelligence now, what then? Can we stop developing it and do something else now?
Lol, wtf XD
“That doesnt change anything about the current situation even if thats true though.”
Yeah, i assumed me writing “I agree with most of your points” conveyed that. Do you always imagine random things to attack instead of just reading what people actually write?
wtf O_o
I just don’t like people being like “but it’s not real intelligence” while we don’t even know what intelligence is, and we’re thus avoiding the one part of this stupid hype that could be interesting:: philosophical questions about our own intelligence/humanity/…
Do you always argue the most boring parts of any issue as a rule? You win the argument, congratulations I hope it changes the world.
Do you always change the topic to try and “win” online discussions? And act so unnecessarily hostile for no reason at all to people who want to have interesting online discussions?
I find the topic of whether it’s intelligence the most interesting part of this. It raises a lot of questions. That the current hype is ridiculous that a lot of the energy expended on it is a complete waste, and that most of the ways AI is used is beyond stupid isn’t even worth talking about, that’s just plain obvious.
I think you might be projecting your own hostility there.
And you are just hijacking the AI conversation to argue about what the word intelligence means. I thought you wanted to talk about AI thats why I originally replied. When I realized you just wanted to apparently correct the public about their use of your favorite word, I decided this wasnt worth it.
Its sort of like you went to a bowling forum, and were very excited to discuss the mineral contents of the oil on the bowling lane, but got upset when noone cared to discuss with you because they just want to talk about bowling.
Dude, just stop. You’re looking for things that aren’t there. Period.
I find it an interesting question whether it’s intelligent or not, and find it sad people throw out that question together with the rest of the hype. It’s not “my favourite word”, and i’m not projecting my hostility. You just can’t seem to handle someone bringing any bit of nuance to a discussion…
And me projecting hostility XD. yeahhhh… introspection isn’t one of your gifts it seems XD. I’m the one being hostile XD. roflmao XD. I mean just here “your favorite word”… wtf dude, exaggerate much to make yet another pointless jab at me?? I’m not allowed to find this an interesting question without you painting me as someone who fixates on that one thing in the world and makes it sound as if my world revolves around “AI IS INTELLIGENT!!!”… I’m not even convinced it is, but i find it a mighty interesting question that requires more thought than it’s getting.
Sorry for trying to argue something i find interesting on lemmy. I’ll just shut up next time and not try to bring up points you might not find interesting since you seem to take that as a personal offence, while you could have just shut up and let the adults have a nice conversation on the one interesting part of this hype.
Naw, humanity needs to waste more electricity.
This has job descrimination lawsuit written all over it.
