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---
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title: What Value Do You Provide?
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author: Ethan Carter Edwards
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date: '2026-05-09'
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description: In a world of increasingly capable AI, what value do you provide?
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image: '/logo.jpg'
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tags: ['philosophy', 'ai', 'technology', 'education', 'economics', 'jobs']
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---
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## Respect, man
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I recently overheard the following interaction in the Leverett dining hall while
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attending office hours for my Operating Systems class (with anonymized names):
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Jeff sees his friend in the dining hall, "oh hey Brian, what are you doing here?"
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Brian replies, "I'm here for Differential Topology office hours. I'm having some trouble with this week's problem set."
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J: "I took that class last year, I'm sure now you could just chat (referring to using ChatGPT to solve the problems) the questions."
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B: "I mean, sure, but I want to understand the material and do it myself."
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Jeff, expressing his admiration, "oh, respect, man, I would have totally chatted them if I could have. It does most of my classes for me now."
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## AI and Jobs
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There's no denying that AI is going to change the world (for better or for
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worse). It already is. While the future is too uncertain to make concrete
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predictions about the job market in any industry, many economists predict
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massive layoffs that could impact tens (hundreds?) of millions of people if AI
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becomes sufficiently advanced and cheap enough to replace some types of jobs.
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I study Computer Science, so one of my most recurring and worrying thoughts is
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"what is AI going to do to Software Engineering?" It seems like every month, a
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new model comes out that blows previous ones out of the water on all
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benchmarks, and then layoffs follow shortly thereafter (though I think this is
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shortsighted, but that's for another post). A year ago, I thought AI was a neat
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party trick that could be useful to write one-off scripts. Now, any given
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frontier lab model can do my peers' graduate-level CS, Math, and Statistics
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homework, and is probably a better developer than most of them.
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I would be lying if I said I was not worried about how far models might advance
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in another year, two, or even three (when I graduate). I think timelines like
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"AI will replace all Software Engineers in 3-6 months" are stupid, mostly
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marketing, and completely unrealistic for various reasons, but I would be lying
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if I said I wasn't worried at least a little bit.
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To be fully explicit, I don't think Software Engineering will be the only
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industry affected. Lots (all?) of white-collar jobs are probably vulnerable.
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Even if this rhetoric is just unrealistic hype, I think the outcome is far too
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dangerous to dismiss or not consider seriously.
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## Why do we educate?
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A common criticism that I hear of modern education (but vehemently disagree
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with) is that it is too abstract and not practical enough. The people who make
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these statements usually tend to follow it with the idea that education should
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teach specific skills and tools that are useful and in demand in the workforce.
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Initially, these statements seem reasonable, but are ultimately misguided for
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the vast majority of jobs (and I suspect this will become increasingly true).
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Note that I think the trades (electricians, plumbers, construction, nurses,
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etc.) require practical skills, but good practitioners are educated (see
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below). Even then, the skills required for these careers are often learned on
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the job through apprenticeships or shadowing, rather than inside the classroom.
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So what is the point of education? In my mind, there are two elements:
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1: To become deeper, more critical, and capable thinkers and problem solvers.
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This is primarily achieved by repeatedly doing things that are hard in various
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domains.
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2: To become a better citizen of the world. This is achieved through exposure
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to diverse content that forces one to confront their biases and assumptions.
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Both of these elements are worthwhile pursuits on their own, but they also make
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a person employable. They are also inseparable, and the second is a natural
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consequence of the first.
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Notice the list doesn't include "learn to compute a derivative", "write a
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really good policy memo", or "memorize historical facts". While you'll probably
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have left college being able to do these things, they were never the point.
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History has repeatedly shown us that technology changes the way we do work and
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live life. AI is no exception. Technology makes jobs that were previously
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stable and common obsolete overnight. While I don't have any empirical data to
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back this claim up, it seems pretty obvious (think about "human computers" that
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did math being replaced by the computers we have today).
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On the flip side, new jobs were created as a result of computers. While some
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people seem to think AI will replace all jobs, I really don't know what will
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happen. Personally, I think of this as an AI Wager (with people upskilling
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being the positive outcome, though I recognize that this has problems).
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There is short-term pain for those affected, and unfortunately, it seems hard to
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avoid in our capitalistic society. As people's skills are made obsolete by
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technology, they lose their jobs, miss mortgage payments, and have to make
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impossible decisions like picking between their life-saving medication or food
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for their family. This is not the way things should be, and we have a lot of
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work to do as a society.
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Wherever the world and technology go, it is important that we prioritize
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humanity.
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## Prompting Isn't A Real Skill
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So how do we survive? How does my generation ensure they are not left behind
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(more so than we already have been)? I don't have a concrete recommendation
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like learn to code (in fact, you should probably run far, far away unless you
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have a passion for it).
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We survive by being educated. As our skills become irrelevant, the only thing
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that we have left is our ability to dynamically adapt to a changing world and
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continue solving hard problems, and if our skills become obsolete, our
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foundation of problem-solving and critical thinking will set us apart. This is
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the value that we provide when concrete skills become commoditized by
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technology.
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And if I'm wrong? If humans are totally replaced? Society will probably
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collapse, and it won't matter anyway. This is the other half of my wager.
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So, the next time you have an assignment and are confronted with the decision of
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using AI or doing it by hand, I challenge you to do it by hand.
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Not only will you maintain your academic integrity (yes, using ChatGPT to write
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your essay or do your math homework for your IS cheating), but you will learn
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more and become a more capable thinker in the process. Using AI to "check a box"
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and complete an assignment is a waste of everyone involved's time.
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This isn't to say that AI cannot be used to learn and develop these skills. It
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definitely can be. But I have an ocean-front property in Idaho to sell you if
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you believe students only use it this way.
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To the educators who believe that their students need to learn to use AI or be
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left behind, I have two things to say:
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1: Students are going to use it outside of the classroom (and inside, whether
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you like/know it or not) and learn to use it regardless. In fact, they probably
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know more about it than you. Just as I grew up in the internet-native
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generation, I suspect there will be an "AI-native" generation.
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2: The technology is advancing fast enough that anything you teach a senior in
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August will be obsolete by the time they graduate in May or June.
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But across all of modern history, what has not become obsolete? Problem-solving
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skills and critical thinking. If your students have those two things, they can
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learn whatever hot new skill the workforce needs. If all a student knows how
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to do is prompt an AI, so do millions of others. Congratulations.
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To the students who believe that the AI is better than them at doing their
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writing/coding/math homework (yes, it might be), so there is no point in
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learning:
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1: The end product of writing/coding/doing math was never the point. Refer to
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my two points on education.
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2: Any fool can feed coins into a slot machine and pull the arm. What value do
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you provide?

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