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Generative AI as Seniority-Biased Technological Change

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41–50 of 197 posts

Re: Generative AI as Seniority-Biased Technological Change

#41
The economic turmoil in the US is hollowing out the entry level jobs, AI is just the cover companies are using. The constant tariff changing means that companies have to be very pessimistic in their long term planning, as any assumptions they make can be turned on their head with no notice.

Re: Generative AI as Seniority-Biased Technological Change

#42

Earlier quoted context omitted.

Junior devs eventually will have been brought up with agentic coding, etc. Hopefully whatever the "new way" becomes is how they'll be taught. Currently part of the problem is the taboo using AI coding in undergrad CS programs. And I don't know the answer. But someone will find the right way to teach new/better ways of working with and without generative AI. It may just become second nature to everyone.

Kids are always the best with technology. The generation in high school right now will be god tier at getting results from LLMs.

I can see how that would seem logical, but imo the issue with it not following the normal trend is the inconsistency and inaccurate results of LLMs.

Re: Generative AI as Seniority-Biased Technological Change

#43
Another way to look at it is that legacy jobs have no future therefore there is no point bringing in the next generation into a dying system.

Another way to look at it is that hiring is fine, and that the vain entitled generation we all suspected was going to emerge feels that a job should absolutely be available to them, and immediately.

Another way to look at it is that journalism has been dead for quite a while, and writing about the same fear-based topics like “omg hiring apocalypse” is what makes these people predictable money (along with other topics).

Another way to look at it is that we raised a generation of narcissistic parents and children that have been going “omg grades”, “omg good college”, “omg internship”, “omg job” for so long that that these lamentations feel normalized. A healthy dose of stfu was never given to them. Neurotic motherfuckers.

Re: Generative AI as Seniority-Biased Technological Change

#44

Earlier quoted context omitted.

Junior devs eventually will have been brought up with agentic coding, etc. Hopefully whatever the "new way" becomes is how they'll be taught. Currently part of the problem is the taboo using AI coding in undergrad CS programs. And I don't know the answer. But someone will find the right way to teach new/better ways of working with and without generative AI. It may just become second nature to everyone.

Kids are always the best with technology. The generation in high school right now will be god tier at getting results from LLMs.

When my little cousin was three and already knew how to use the phone by himself people were claiming he was gonna be a tech wizard and everybody was talking about digital natives. But when he got to high school he didn't know how to turn a computer on. How useful is it to be god tier at getting results from LLMs, if you have zero clue if the result you got is any good?

Re: Generative AI as Seniority-Biased Technological Change

#45
The pessimistic reading is well-represented, so here's another: AI changes the definition of "entry-level", but it doesn't eliminate the class of professional labor that experienced workers would rather not do.

Until AI can do literally everything we can, that class of work will continue to exist, and it'll continue to be handed to the least experienced workers as a way for them to learn, get oriented, and earn access to more interesting problems and/or higher pay while experienced folks rest on their laurels or push the state of the art.

Re: Generative AI as Seniority-Biased Technological Change

#46
post #18

It's pretty clear this is happening. The question is... is this based on existing capability of LLMs to do these jobs? Or are companies doing this on the expectation that AI is advanced enough to pick up the slack? I have observed a disconnect in which management is typically far more optimistic about AI being capable of performing a specific task than are the workers who currently perform that task. And to what exte…

This was close to my first thought as well. I don't think we're far enough along the LLM adoption curve to actually know how it will affect the business case and thus employment long term. In the last couple of years of LLM/AI honeymoon, the changes to accommodate the technology may obscure direct and second order effects.

Re: Generative AI as Seniority-Biased Technological Change

#48

Earlier quoted context omitted.

Junior devs eventually will have been brought up with agentic coding, etc. Hopefully whatever the "new way" becomes is how they'll be taught. Currently part of the problem is the taboo using AI coding in undergrad CS programs. And I don't know the answer. But someone will find the right way to teach new/better ways of working with and without generative AI. It may just become second nature to everyone.

While agentic coding can make you productive, it won't teach you to deeply understand the source code, algorithms, or APIs produced by AI. If you can't thoroughly audit any source code created by an AI agent, then you are definitely not a senior developer.

This is just not true. I have witnessed people who would have been called dabblers or tinkerers just a few years ago become actual developers by using cursor. They ask a few key questions when they get stuck about engineering best practices and really internalize them. They read the code they are producing and ask the assistant questions about their codebase. They are theorycrafting using AI then implementing and testing. I have witnesses this with my own eyes and as AI has gotten better they have also been getting more knowledgeable. They read the chains of thought and study the outputs. They have become real developers with working programs on their github. AI is a tool that teaches you as it is used if you put in the effort. I understand many folks are 'vibe coding' and not learning a single thing and I don't know if thats the majority or the minorty, but the assertion that all people learn nothing from use of these tools is false.

Re: Generative AI as Seniority-Biased Technological Change

#49
post #18

It's pretty clear this is happening. The question is... is this based on existing capability of LLMs to do these jobs? Or are companies doing this on the expectation that AI is advanced enough to pick up the slack? I have observed a disconnect in which management is typically far more optimistic about AI being capable of performing a specific task than are the workers who currently perform that task. And to what exte…

I do not see anything in this study that accounts for the decline in economic activity. Is it AI replacing the jobs, or is it that companies are not optimistically hiring, which disproportionally impacts entry level jobs?

Re: Generative AI as Seniority-Biased Technological Change

#50

In the future, there will be two kinds of companies: 1. Those that encourage people to use AI agents aggressively to increase productivity. 2. Those that encourage people to use AI agents aggressively to be more productive while still hiring young people. Which type of company will be more innovative, productive, and successful in the long run?

The ones in group 2 that also aggressively prune expensive, complacent seniors might even win in the short run! Young people are cheap and they love AI!

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