Something’s been bugging me about how new devs and I need to talk about it. We’re at this weird inflection point in software development. Every junior dev I talk to has Copilot or Claude or GPT running 24/7. They’re shipping code faster than ever. But when I dig deeper into their understanding of what they’re shipping? That’s where things get concerning. Sure, the code works, but ask why it works that way instead of another way? Crickets. Ask about edge cases? Blank stares. The foundational knowledge that used to come from struggling through problems is just… missing. We’re trading deep understanding for quick fixes, and while it feels great in the moment, we’re going to pay for this later.
I’m a little defeatist about it. I saw with my own 3 eyes how a junior asked ChatGPT how to insert something into an std::unordered_map. I tell them about cppreference. The little shit tells me “Sorry unc, ChatGPT is objectively more efficient”. I almost blew a fucking gasket, mainly cuz I’m not that god damn old. I don’t care how much you try to convince me that LLMs are efficient, there is no shot they are more efficient than opening a static page with all the info you would ever need. Not even considering energy efficiency. Utility aside, the damage we have dealt to developing minds is irreversible. We have convinced them that thought is optional. This is gonna bite us in the ass. Hard.
I work in a small company that doesn’t hire hardly at all… Stories like this scare me because I have no way to personally quantify how common that kind of attitude might be.
Look, ultimately the problem is the same as it has always been: juniors doing junior shit. There’s just more of it going on. If you’re hiring one, you put a senior on them ready to extinguish fires. A good review process is a must.
Now that I think about it, there was this one time the same young’un I was talking about tried to commit this insane subroutine that was basically resizing a vector in the most roundabout way imaginable. Probably would have worked, but you can also just use the resize method, y’know? In retrospect, that was probably some Copilot bullshit, but because we have a review process in place, it was never an issue.
I work at a software development school, and ChatGPT does a lot of damage here too. We try to teach that using it as a tool to help learning is different from using it as a “full project code generator”, but the speed advantages it provides makes it irresistible from many students’ perspective. I’ve lost many students last year because they couldn’t pass a simple code exam (think FizzBuzz difficulty level) because they had no access to internet, and had to code in Emacs. We also can’t block access to it because it starts an endless game where they always find a way to access it.
Damn, I forgot about the teaching aspect of programming. Must be hard. I can’t blame students for taking shortcuts when they’re almost assuredly swamped with other classwork and sleep-deprived, but still. This is where my defeatist comment comes in, because I genuinely think LLMs are here to stay. Like autocomplete, but dumber. Just gotta have students recognize when ChatGPT hallucinates solutions, I guess.
It’s going to get worse. I suspect that this’ll end with LLM taking the part of a production programs. Juniors just feeding it scenarios to follow, hook the thing up to a database and web page and let it run. It’ll gobble power like there’s no tomorrow and is just a nightmare to maintain, but goes live in a quarter if the time so every manager goes with that.
How is it more efficient than reading a static page? The kids can’t read.
They weren’t taught phonics, they were taught to guess the word with context clues. It’s called “whole language” or “balanced reading”
We have the same problem with literacy here in Sweden. It’s unnerving to think that these kids will need to become doctors, lawyers and police officers in the future.
Of course, there are different opinions, but here’s my take (as a Swede, but not an expert in politics/history):
The issues didn’t start during the last decade. In the 90’s, it was politically decided that schools wouldn’t be nearly as centrally managed by the state as they had been, instead municipalities would handle most school-related politics and administration locally. It was also decided that parents are allowed to choose more freely where to send their kids. This weakened public schools. Moreover, legislation was introduced (in the 00’s I think but I’m not sure) that allows for-profit private schools, which historically AFAIK had been prohibited.
Parents usually don’t have to pay anything extra to send their kids to private schools, and for each private school pupil more tax money flows into the private instead of public schools. The private schools are of course incentivized to attract children from families that are well off, since they tend to perform better (boosting the school’s score and thus reputation), have parents that can e.g. drive them from a longer distance, and just generally have less issues and so cost and complain less. For instance, it’s been reported that some private schools refuse (openly or through loopholes) e.g. special needs pupils since the tax money paid to the school for them isn’t worth the cost (and “bad PR”, no doubt) of actually giving them a proper education.
Sweden has also had a high rate of immigration the last decades. Immigrant parents understandably tend to not be as savvy about the school system and have less time/resources for getting their kids to “nicer” schools further away. Immigrant kids also tend to require more attention, both due to needing to learn Swedish and because psychological problems, e.g PTSD, are more common among many immigrant groups. Also I haven’t seen any studies on this, but IMO the private schools’ advertisements (on billboards etc) tend to be very geared towards “white” kids/parents with no immigrant background.
In 2007 a tax benefit for “homework help” among other things was introduced, halving the price parents have to pay for private tutors at home. This again benefits families that are well off and lets private companies in education siphon tax money.
All this means a cycle of segregation seen in so many countries. Public schools are burdened with students that require more resources, while private schools do everything they can to snatch up low-maintenance pupils. This makes private schools seem to perform better and gives public schools bad reputations. Racism and class discrimination also plays into all this of course.
It also doesn’t help that teachers’ salaries and social standing have decreased, partly due to the same general patterns.
This degradation of the public school system has continued during both left-wing and right-wing governments, though it’s often accelerated during right-wing governance. For instance, the social democrats party was the one to push in the 90’s for shifting responsibilities from the state to municipalities. There is an ever growing issue with corruption across the political spectrum (but worst/most blatant on the right), where it’s become quite common for politicians to push for decisions that benefit private companies, then retiring from politics and joining said companies’ boards etc.
This is only a guess, but it could be related to increased use of technology. Many things we interact with are simplified, and if you come across a word you don’t know your phone can give you simple synonyms or if you can’t spell autocorrect will catch it.
The same problem people are talking about with LLMs with a different lens.
I don’t think phonics are the most critical part of why the kids can’t read.
It’s proven that people who read primarily books and documents read thoroughly, line by line and with understanding, while those that primarily read from screens (such as social media) skip and skim to find certain keywords. This makes reading books (such as documentation) hard for those used to screens from a young age and some believe may be one of the driving forces behind the collapse in reading amongst young people.
If you’re used to the skip & skim style of reading, you will often miss details, which makes finding a solution in a manual infinitely frustrating.
It’s not that phonics is integral, but rather if reading is a guessing game that’s just one more barrier to reading, and they read less, and what they do read they skim over and potentially ignore foreign words
Really? My kids are hitting the rules hard. In 1st grade, they’re learning pronunciation rules I never learned (that’s phonics, right?). My 2nd grader is reading the 4th Harry Potter book, and my 5th grader finished the whole series in 3rd grade and is reading at a 7th or 8th grade level.
I did teach them to read before kindergarten (just used a book for 2-3 months of 10 min lessons), but that’s it, everything else is school and personal interest. They can both type reasonably well because they use the Minecraft console and chat. They’re great at puzzles, and my 5th grader beat me at chess (I tried a wonky opening, and he punished me), which they learned at school (extra curricular, but run by a teacher).
We love our charter school, though I don’t think it’s that different from the public school.
I’m a little defeatist about it. I saw with my own 3 eyes how a junior asked ChatGPT how to insert something into an
std::unordered_map. I tell them about cppreference. The little shit tells me “Sorry unc, ChatGPT is objectively more efficient”. I almost blew a fucking gasket, mainly cuz I’m not that god damn old. I don’t care how much you try to convince me that LLMs are efficient, there is no shot they are more efficient than opening a static page with all the info you would ever need. Not even considering energy efficiency. Utility aside, the damage we have dealt to developing minds is irreversible. We have convinced them that thought is optional. This is gonna bite us in the ass. Hard.I work in a small company that doesn’t hire hardly at all… Stories like this scare me because I have no way to personally quantify how common that kind of attitude might be.
Look, ultimately the problem is the same as it has always been: juniors doing junior shit. There’s just more of it going on. If you’re hiring one, you put a senior on them ready to extinguish fires. A good review process is a must.
Now that I think about it, there was this one time the same young’un I was talking about tried to commit this insane subroutine that was basically resizing a vector in the most roundabout way imaginable. Probably would have worked, but you can also just use the
resizemethod, y’know? In retrospect, that was probably some Copilot bullshit, but because we have a review process in place, it was never an issue.I work at a software development school, and ChatGPT does a lot of damage here too. We try to teach that using it as a tool to help learning is different from using it as a “full project code generator”, but the speed advantages it provides makes it irresistible from many students’ perspective. I’ve lost many students last year because they couldn’t pass a simple code exam (think FizzBuzz difficulty level) because they had no access to internet, and had to code in Emacs. We also can’t block access to it because it starts an endless game where they always find a way to access it.
Damn, I forgot about the teaching aspect of programming. Must be hard. I can’t blame students for taking shortcuts when they’re almost assuredly swamped with other classwork and sleep-deprived, but still. This is where my defeatist comment comes in, because I genuinely think LLMs are here to stay. Like autocomplete, but dumber. Just gotta have students recognize when ChatGPT hallucinates solutions, I guess.
Make the junior put it to the test John Henry style. You code something while they use gpt and see who comes up with a working version first
It’s going to get worse. I suspect that this’ll end with LLM taking the part of a production programs. Juniors just feeding it scenarios to follow, hook the thing up to a database and web page and let it run. It’ll gobble power like there’s no tomorrow and is just a nightmare to maintain, but goes live in a quarter if the time so every manager goes with that.
How is it more efficient than reading a static page? The kids can’t read. They weren’t taught phonics, they were taught to guess the word with context clues. It’s called “whole language” or “balanced reading”
Literacy rates are on a severe decline in the US, AI is only going to make that worse.
Over half of Americans between 16 and 74 read below a 6th grade level (that’s below the expected reading level of an 11 year old!)
We have the same problem with literacy here in Sweden. It’s unnerving to think that these kids will need to become doctors, lawyers and police officers in the future.
Sweden of all places? What happened in the last decade that Sweden’s slowly losing the fame of country to follow in social aspects?
Of course, there are different opinions, but here’s my take (as a Swede, but not an expert in politics/history):
The issues didn’t start during the last decade. In the 90’s, it was politically decided that schools wouldn’t be nearly as centrally managed by the state as they had been, instead municipalities would handle most school-related politics and administration locally. It was also decided that parents are allowed to choose more freely where to send their kids. This weakened public schools. Moreover, legislation was introduced (in the 00’s I think but I’m not sure) that allows for-profit private schools, which historically AFAIK had been prohibited.
Parents usually don’t have to pay anything extra to send their kids to private schools, and for each private school pupil more tax money flows into the private instead of public schools. The private schools are of course incentivized to attract children from families that are well off, since they tend to perform better (boosting the school’s score and thus reputation), have parents that can e.g. drive them from a longer distance, and just generally have less issues and so cost and complain less. For instance, it’s been reported that some private schools refuse (openly or through loopholes) e.g. special needs pupils since the tax money paid to the school for them isn’t worth the cost (and “bad PR”, no doubt) of actually giving them a proper education.
Sweden has also had a high rate of immigration the last decades. Immigrant parents understandably tend to not be as savvy about the school system and have less time/resources for getting their kids to “nicer” schools further away. Immigrant kids also tend to require more attention, both due to needing to learn Swedish and because psychological problems, e.g PTSD, are more common among many immigrant groups. Also I haven’t seen any studies on this, but IMO the private schools’ advertisements (on billboards etc) tend to be very geared towards “white” kids/parents with no immigrant background.
In 2007 a tax benefit for “homework help” among other things was introduced, halving the price parents have to pay for private tutors at home. This again benefits families that are well off and lets private companies in education siphon tax money.
All this means a cycle of segregation seen in so many countries. Public schools are burdened with students that require more resources, while private schools do everything they can to snatch up low-maintenance pupils. This makes private schools seem to perform better and gives public schools bad reputations. Racism and class discrimination also plays into all this of course.
It also doesn’t help that teachers’ salaries and social standing have decreased, partly due to the same general patterns.
This degradation of the public school system has continued during both left-wing and right-wing governments, though it’s often accelerated during right-wing governance. For instance, the social democrats party was the one to push in the 90’s for shifting responsibilities from the state to municipalities. There is an ever growing issue with corruption across the political spectrum (but worst/most blatant on the right), where it’s become quite common for politicians to push for decisions that benefit private companies, then retiring from politics and joining said companies’ boards etc.
Thanks for the reply, i’ve seen those patterns as well, kinda sad.
This is only a guess, but it could be related to increased use of technology. Many things we interact with are simplified, and if you come across a word you don’t know your phone can give you simple synonyms or if you can’t spell autocorrect will catch it.
The same problem people are talking about with LLMs with a different lens.
I don’t think phonics are the most critical part of why the kids can’t read.
It’s proven that people who read primarily books and documents read thoroughly, line by line and with understanding, while those that primarily read from screens (such as social media) skip and skim to find certain keywords. This makes reading books (such as documentation) hard for those used to screens from a young age and some believe may be one of the driving forces behind the collapse in reading amongst young people.
If you’re used to the skip & skim style of reading, you will often miss details, which makes finding a solution in a manual infinitely frustrating.
Skip & skim could also stem from the fact that this how a mind used to everpresent ads reads. It’s like an adblocker built into your brain.
It’s not that phonics is integral, but rather if reading is a guessing game that’s just one more barrier to reading, and they read less, and what they do read they skim over and potentially ignore foreign words
Really? My kids are hitting the rules hard. In 1st grade, they’re learning pronunciation rules I never learned (that’s phonics, right?). My 2nd grader is reading the 4th Harry Potter book, and my 5th grader finished the whole series in 3rd grade and is reading at a 7th or 8th grade level.
I did teach them to read before kindergarten (just used a book for 2-3 months of 10 min lessons), but that’s it, everything else is school and personal interest. They can both type reasonably well because they use the Minecraft console and chat. They’re great at puzzles, and my 5th grader beat me at chess (I tried a wonky opening, and he punished me), which they learned at school (extra curricular, but run by a teacher).
We love our charter school, though I don’t think it’s that different from the public school.
Holy shit just like an LLM