Welcome to DU! The truly grassroots left-of-center political community where regular people, not algorithms, drive the discussions and set the standards. Join the community: Create a free account Support DU (and get rid of ads!): Become a Star Member Latest Breaking News Editorials & Other Articles General Discussion The DU Lounge All Forums Issue Forums Culture Forums Alliance Forums Region Forums Support Forums Help & Search

CentralMass

(16,970 posts)
19. An AI response to a related question.
Sun Mar 29, 2026, 05:10 PM
Yesterday

Current data from 2026 shows that AI is not replacing coders in large numbers, but it is restructuring the profession. While the U.S. Bureau of Labor Statistics still projects 17% growth in developer jobs through 2033, entry-level hiring has dropped by as much as 73% in the past year as AI automates routine junior-level tasks.
​Code Quality and Rework
​AI-generated code currently suffers from a "quality crisis" characterized by a significant verification tax.
​Issue Frequency: AI-generated pull requests contain 1.7 times more bugs and logic errors than human-written code.
​Security Risks: Vulnerabilities in AI code are 1.57 times more common, often due to missing "defensive" coding like null checks and error handling.
​Trust Gap: Approximately 96% of developers do not fully trust AI-generated code to be functionally correct without manual review.
​Rework: Only about 30% of AI-suggested code is accepted without modification. Senior developers often report a 19% slowdown because debugging AI output takes longer than writing it from scratch.
​Is it Improving?
​Yes, but the nature of the improvement is shifting.
​Efficiency: Developers are becoming 20-55% faster at shipping code, even if that code requires more initial fixing.
​Learning Curve: Studies show that after an initial "slowdown" period, developers who master AI prompting and validation eventually see an 18% speedup in overall task completion.
​Technical Debt: Despite improvements in speed, Gartner predicts a "technical debt reckoning" by 2027, as AI-generated code often lacks long-term architectural judgment and fails to "age well."

However, in my opinion, with a competent group of coders with the expertise and knowledge on the application I think that AI generated code will continue to improve, and continue to eliminate jobs. In the job that I left, or that left me, (I'm old) we had an AI layer that would check code submissions from various teams. It would check for errors and in many cases provide an automated fix to those errors. These fixes were pretty much always correct. All passing code submissions would be tested with a "bot" and all passing code would submitted for the release. The "bot" eliminated 20 teams from having to perform their own individual testing that included securing time and setup on the systems required to validate it. It is as good as the people who are programming the model for the application. If that team is this very good, it can be be very good. It can learn preferences of a particular programmer and improve with their input.

Recommendations

1 members have recommended this reply (displayed in chronological order):

What if they... 2naSalit Saturday #1
It's like the fuckin tulip mania of the 1630's struggle4progress Saturday #2
Bingo. multigraincracker Yesterday #13
AI can only copy what has been done edhopper Saturday #3
The layoffs ARE about AI. These companies have all pissed away hundreds of millions of dollars Bluetus Yesterday #6
Just to illustrate that point about curated LLMs Bluetus Yesterday #16
Deep expose. cachukis Yesterday #28
Very well explained. Thanks. cachukis Yesterday #27
I think that if an individual has some knowledge or expertise and asks the right questions that it can lead CentralMass Yesterday #9
The difference is edhopper Yesterday #15
I understand your point, but i think that people who think that they are safe from it are being overly optomistic. CentralMass Yesterday #18
I don't think anyone is safe edhopper Yesterday #20
Are psychologists relatively safe? Dave says Yesterday #25
+! struggle4progress Yesterday #12
It's a lot more nuanced than that. tinrobot Yesterday #17
Yes edhopper Yesterday #21
Codex is beyond that. It has special tools built into it to automate coding that go beyond just being trained... FascismIsDeath Yesterday #22
I get that edhopper Yesterday #24
When circumstances are forcing you to lay off people... hunter Saturday #4
A year from now: they'll be hiring people back to debug AI slop code. JHB Saturday #5
I'm not sure about that. From what I can tell, it is getting better and better. With a knowledgeable programmer working CentralMass Yesterday #10
It seems to be a bit soft, but I suspect it's more gristle and chewy. haele Yesterday #7
As an immersed peruser of history, I like your study cachukis Yesterday #29
Meanwhile, companies are hiring human programmers to fix all the shit AI does sakabatou Yesterday #8
An AI response to a related question. CentralMass Yesterday #19
Yeah, who's going to organize your fantastic new army of agentic AI? Gonna do it all yourself, Sam? 0rganism Yesterday #11
The models are learning from him IbogaProject Yesterday #14
I agree, that is a concern, one only partially addressed by exclusively running locally. 0rganism Yesterday #31
I see your point. But the scenario id that the compamy employs a small team of very skilled coders abd ir engineers who CentralMass Yesterday #23
It's definitely an awful situation, but there's an up-side too 0rganism Yesterday #30
Five to one, baby, one in five... OC375 Yesterday #26
Latest Discussions»General Discussion»Futureism- Sam Altman Tha...»Reply #19