2026: the job I studied for still exists, but I don't know how to do it because I outsourced my learning to an LLM, and keep getting let go during probationary employment periods
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This is the truly scary part for students using LLMs. We’re going to end up with civil engineers who don’t know how to calculate weight distribution. Doctors who don’t know how to read an EKG. Lawyers who lose cases they should have won, because they didn’t follow basic procedures.
I work in live events. I do things like hanging like array speakers for concerts. Just last month, I was on a show that was hanging an LED wall behind the stage. A LED wall is made up of individual panels, which lock together and form a solid screen in the size and shape you need. There have been several high-profile LED wall collapses, because they’re huge, heavy, and easy to fuck up. And when they collapse, people get seriously injured.
Typically, you build them by hanging truss from chain motors, and then mounting the screen to the truss. The screen gets built in rows, with one row getting snapped together across the truss, then the truss is raised slightly, then you snap the next row on. Repeat until the screen is at the desired size. So this means the screen gets heavier and heavier as you build it. Part of the reason why collapses can be so dangerous is because it often happens while the screen is actively being worked on. You’ll have crew underneath the truss, hanging panels to build the next row. And then suddenly the chain motors start to slip because they quietly blew right past their weight limits as the crew added additional weight with each row.
While working that gig, I overheard the lead rigger (the one in charge of calculating weight distribution on the hanging motors, designing the truss system to hold everything, deciding exactly where the motors should be mounted, etc) utter the words “yeah, ChatGPT says these panels are only 25 pounds each. That means we’re right at our weight limit. We should be good.”
In stagehand work, we use 25 pound sandbags all the time. I know what 25 pounds feels like. The same way a farmer would be able to feel if a hay bale is too light. I had been snapping these panels together all morning, and I knew without a doubt that they didn’t feel like 25 pounds. I looked up the actual tech specs directly from the LED panel’s manufacturer. Each panel was 35 pounds, not 25.
ChatGPT just hallucinated the 25 pound weight, and the dumbass rigger didn’t bother to double check any of it. We were going to be ~40% over our chain motors’ posted weight ratings, and needed like four extra motors to help carry the load. The screen was already halfway built on the truss, so hanging new motors was a giant pain in the ass. It required a scissor lift and climbing riggers to go install new pick points. It easily added an extra hour to the install, while we just sat and waited for the riggers to work.
That rigger is still working in the industry. I hope that it was a learning experience for him.
Yep, there was a story locally where I live not long ago about senior nurses raising the alarm that juniors are using ChatGPT to do their dosage calculations because that's how they did it throughout their coursework. It's only getting caught because the dosages get double-checked by senior nurses and some staff kept coming up with regular errors.
Fucking crazy watching humanity Idiocracy itself just so some tech billionaires can get richer (or is it Wall-e itself). Its not even faster?? I don't get it.
P. S. Thanks for sharing your story.
As an engineer, what the fuck‽ Who doesn't double check the weights then add a safety margin (20% is traditional for us)‽
In event rigging, the standard safety factor is actually 7:1. So if a motor is rated for 1 ton, it can be expected to actually hold 7 tons. The extra safety factor is mostly because of shock loads, where the rig weighs a lot more when it bounces. Like if you’re lifting your entire rig off the ground and stop the motors, it will tend to bounce slightly as the motors all click off at the same time. And that bounce causes the rig to exert a lot more force than a simple static load. Dynamic load probably isn’t a major concern for permanent structures, (probably why you can get away with only 20% as standard) but it’s a big concern for motors and truss that move around a lot.
Especially in indoor events (where wind is a negligible factor), the vast majority of failures are caused by dynamic loads or by one motor being overloaded compared to the rest. When that overloaded motor fails, that can cascade to other motors as they are suddenly holding more weight than expected. Imagine lifting a uniform load using rigid box truss, but one motor on the end of the truss is slightly higher than the rest. That one motor will end up holding a lot more weight than the rest. And if that motor on the end fails, you have just caused a shock load on the next motor, as the rig settles onto it. And if you’re already nearing your weight limits, that single failure can quickly cascade into the entire rig collapsing.
Better rigging systems actually have weight sensors on each motor, so you can know exactly when one motor is overloaded. But the vast majority of event rigging isn’t done using the nice stuff. It’s usually done using the chain motors that have been rebuilt 3 times in the past decade.
Yeah I should note I'm not civil so I'm not sure what safety factor they use. And also our 20% has a tendency to compound itself across estimations. It's very similar to using four significant figures, where it's a nice easy rule of thumb and you should know if you're in a position where you can't assume it. Safety being a situation where you always want to run it by a few other people for sanity checks.
I'll also hazard a guess and say that a civil engineer would combine the dynamic load factor and the standard safety factor, because the standard safety factor is more for unknown variables and general fuckups like this one. Mind you that would leave you at building a rig for 30lb screens, so still not good.
And yeah we also have to deal a lot with cost-benefit analysis. While I'm sure buying more expensive motors isn't cheap, y'all have the ability to say "this building can't safely handle it". Too much safety factor comes with increasing trade offs, especially in cost.
I do production rigging and want to assure any would be concert goers that this is still a minority horror story as far as ive seen. The video walls i see fall most often are ground based because people will either not weight the bases of them or they will remove weight too early.
Shit happens but the typical standard is to rate motors for 3-5x less than what they can atually take.
Either way, the danger is usually to the crew, not the patrons. That said, there are literally tons of equipment suspended overhead most concerts. Do with that info as you will.
Yeah, standard safety factor in my area is 7:1. So if you expect 1 ton of load, you actually rate your rig for 7 tons. But that safety factor is mostly to account for things like shock loads, where gear “weighs” more when it bounces. So like if all of your motors stop moving at the same time and the rig bounces slightly, it will temporarily put more weight on the motors than the static load normally would. So if you hang 1 ton on a motor that is rated to fail at 1.5 tons, you can easily cause a failure when the load bounces.
The safety factor also helps add a buffer for things like one motor being slightly more loaded than the rest. Even a small discrepancy can cause huge weight differences where one motor is holding a lot more weight than the rest. The 7:1 factor helps buffer that, where the motor won’t fail just because it’s slightly higher than the rest.
If youre pushing that close to your limit with a bounce you really need to reevaluate your rig lmao
Oh, I don’t disagree. But I wasn’t a rigger for that show. I was just a light board op, who happened to overhear the lead rigger drop the “ChatGPT hallucinated and I was too stupid to double-check it” line. I just ran the “rigger grossly miscalculated the weight of this screen” alert up the flagpole, but it ultimately wasn’t my name on the rig. Not my circus, not my monkeys. But once that was pointed out and they realized the mistake, that’s when they busted out the lift and started hanging more motors. So at least they accepted the mistake and fixed it, instead of just brushing it off.
Yeah, that is absolutely terrifying and the correct way to handle that
I work in health tech. Maybe new physicians will have issues, but most physicians I see don't even trust other physicians unless it's a different specialty. Most don't trust AI at all.
Oh yeah docs complaining about what others is as commons electricians complaining about other electricians or programmers about their past selves
Lol except AI is stealing far fewer jobs than people said it would. Because they were liars. Because it's a bubble that's collapsing. And technology has always changed, jobs come and go.
It's becoming an excuse for mass layoffs, when the end result isn't more productivity but lower quality.
Yeah. Layoffs started with svb bankruptcy. They run out of free investor money and now they are extremely pressured to cut expenses. AI is just the lamest excuse for investors
AI gonna go on unemployment and take all the benefits from the rest of us
That already happens, doge used LLMs to decide which programs to cut.
Had a guy tell me today that he's becoming a graphic designer to change paths and I just didn't have the heart to tell him.
graphic designers have been out of work for almost 18 years. the job market was flooded by mediocre no talent hack designers. this drastically dropped the annual salary to basic minimum wage.
now, those same "improved" mediocre designers are losing their jobs to AI.
if the guy can't read the writing on the walls, he won't learn until it blows up in his face.
I partied and hung out with about half the Graphic Design/ Digital Animation majors in college. I know exactly 0 who work in the field right now.
It was good while it lasted though. I got a little taste of those heady days of yore. Oh, the headers we saw. The logos, the banners. Dare I say it: the featured carousel images. 🥲
Me thinks students who didn't use LLMs in school will be more valuable than gold after the bubble pops
Everybody here keeps assuming LLMs will go away when the bubble pops. Definitely not. They're still going to be a big part of the world, like it or not.
But yes, generally speaking, people who didn't brain rot and cheat through school are probably more valuable to have as employees. Although llms can be good learning aids if used not dumbly
2022: haha look this thing is writing greentexts about bottomless pits!
2026: the job i am studying for is now essentially a gacha game
2016: im at the top art/design school on earth, studying the beauty of all things! Certainly, I will have a future!
Also 2016: LLMs are now a thing. Maybe study us?
Me: p’shaw
2026: LLMs: BOW,SLAVE!
Me: but, what about the beauty of all things?
LLM: this reproduction Eames Group Management Chair is on sale from Manhattan Home Design for $3200 in orange, cream, and black
Me: kill me
LLM: why kill yourself when you could just as easily kill an entire school full of children?
schizoposting
The job I do exists more than ever, no recruiter believes me because the only thing they look for is if you had "AI" in the title of your previous job
Welcome to crapitalism

As someone how had to work simple office jobs his half life, I welcome you to the jungle. Oh wait you're overqualified, good luck with unemployment benefits.
I'm sorry your not paid to think, your paid to hit enter when the LLM wants to do something sketchy and take the blame when it blows up in our face.
I don't want it to happen, but I don't see any real scientific reason why machine learning won't eventually subsume jobs at a faster rate than new jobs for humans are created. That might take 15 or 30 years to really hit, but it's certainly something that needs to be planned for extensively.
Machine learning is a monkey bashing keys on a typewriter. Improvements will result in a better typewriter, so the monkey will more often hit the good keys instead of the bad ones, but it won't result in a smarter monkey. It will still be random because probability is inherent to the technology, which means that AI will never be trustworthy. Would you ever trust a calculator that sometimes says 1+1=3? Even if it only did that 1% of the time?
You aren't wrong about GenAI replacing jobs though, because there are people willing to use faulty, untrustworthy tools. Your manager, people in the C-suite, Business Idiots who have no idea what the the job actually needs to function properly are being tricked into thinking that chat boxes will let them cut operational costs without incurring any significant consequences.
It doesn't really matter how good or not AI is; the reason jobs are being cut is because Business Idiots with more money than sense fire people based on vibes. This has been a known problem since the 1980's when Jack Welch destroyed GE through his idiotic "Rank and Yank" strategy. His foolish business practices made a lot of money in the short term, which is why he is lauded as the CEO of the Century, even though those same business practices destroyed one of the greatest American companies in a handful of years.
That might take 15 or 30 years
Great. I'll probably be among the last generation that has to work for a living.
Even if we ignore the scifi horror of outsourcing our collective intelligence to an AI and assume such a hypothetical AI can solve every problem and essentially do every job for us, it would need to build a society where working for an income is no longer required, which is absolutely not what's happening lol.
Leather jacket Huang and Scam Altman just want to make morbillion dollars in a race to become the first trillionaire. They don't or refuse to recognize the long term effects of destroying the very fabric that makes their businesses profitable just like every other investment gamble has. If no one has a job, they don't have money to spend on product and services from your businesses, or your business clients' businesses.
Alas, line must go up.