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| 1 | +--- |
| 2 | +title: What Value Do You Provide? |
| 3 | +author: Ethan Carter Edwards |
| 4 | +date: '2026-05-09' |
| 5 | +description: In a world of increasingly capable AI, what value do you provide? |
| 6 | +image: '/logo.jpg' |
| 7 | +tags: ['philosophy', 'ai', 'technology', 'education', 'economics', 'jobs'] |
| 8 | +--- |
| 9 | + |
| 10 | +## Respect, man |
| 11 | + |
| 12 | +I recently overheard the following interaction in the Leverett dining hall while |
| 13 | +attending office hours for my Operating Systems class (with anonymized names): |
| 14 | + |
| 15 | +Jeff sees his friend in the dining hall, "oh hey Brian, what are you doing here?" |
| 16 | + |
| 17 | +Brian replies, "I'm here for Differential Topology office hours. I'm having some trouble with this week's problem set." |
| 18 | + |
| 19 | +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." |
| 20 | + |
| 21 | +B: "I mean, sure, but I want to understand the material and do it myself." |
| 22 | + |
| 23 | +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." |
| 24 | + |
| 25 | +## AI and Jobs |
| 26 | + |
| 27 | +There's no denying that AI is going to change the world (for better or for |
| 28 | +worse). It already is. While the future is too uncertain to make concrete |
| 29 | +predictions about the job market in any industry, many economists predict |
| 30 | +massive layoffs that could impact tens (hundreds?) of millions of people if AI |
| 31 | +becomes sufficiently advanced and cheap enough to replace some types of jobs. |
| 32 | + |
| 33 | +I study Computer Science, so one of my most recurring and worrying thoughts is |
| 34 | +"what is AI going to do to Software Engineering?" It seems like every month, a |
| 35 | +new model comes out that blows previous ones out of the water on all |
| 36 | +benchmarks, and then layoffs follow shortly thereafter (though I think this is |
| 37 | +shortsighted, but that's for another post). A year ago, I thought AI was a neat |
| 38 | +party trick that could be useful to write one-off scripts. Now, any given |
| 39 | +frontier lab model can do my peers' graduate-level CS, Math, and Statistics |
| 40 | +homework, and is probably a better developer than most of them. |
| 41 | + |
| 42 | +I would be lying if I said I was not worried about how far models might advance |
| 43 | +in another year, two, or even three (when I graduate). I think timelines like |
| 44 | +"AI will replace all Software Engineers in 3-6 months" are stupid, mostly |
| 45 | +marketing, and completely unrealistic for various reasons, but I would be lying |
| 46 | +if I said I wasn't worried at least a little bit. |
| 47 | + |
| 48 | +To be fully explicit, I don't think Software Engineering will be the only |
| 49 | +industry affected. Lots (all?) of white-collar jobs are probably vulnerable. |
| 50 | +Even if this rhetoric is just unrealistic hype, I think the outcome is far too |
| 51 | +dangerous to dismiss or not consider seriously. |
| 52 | + |
| 53 | +## Why do we educate? |
| 54 | + |
| 55 | +A common criticism that I hear of modern education (but vehemently disagree |
| 56 | +with) is that it is too abstract and not practical enough. The people who make |
| 57 | +these statements usually tend to follow it with the idea that education should |
| 58 | +teach specific skills and tools that are useful and in demand in the workforce. |
| 59 | +Initially, these statements seem reasonable, but are ultimately misguided for |
| 60 | +the vast majority of jobs (and I suspect this will become increasingly true). |
| 61 | + |
| 62 | +Note that I think the trades (electricians, plumbers, construction, nurses, |
| 63 | +etc.) require practical skills, but good practitioners are educated (see |
| 64 | +below). Even then, the skills required for these careers are often learned on |
| 65 | +the job through apprenticeships or shadowing, rather than inside the classroom. |
| 66 | + |
| 67 | +So what is the point of education? In my mind, there are two elements: |
| 68 | + |
| 69 | +1: To become deeper, more critical, and capable thinkers and problem solvers. |
| 70 | +This is primarily achieved by repeatedly doing things that are hard in various |
| 71 | +domains. |
| 72 | + |
| 73 | +2: To become a better citizen of the world. This is achieved through exposure |
| 74 | +to diverse content that forces one to confront their biases and assumptions. |
| 75 | + |
| 76 | +Both of these elements are worthwhile pursuits on their own, but they also make |
| 77 | +a person employable. They are also inseparable, and the second is a natural |
| 78 | +consequence of the first. |
| 79 | + |
| 80 | +Notice the list doesn't include "learn to compute a derivative", "write a |
| 81 | +really good policy memo", or "memorize historical facts". While you'll probably |
| 82 | +have left college being able to do these things, they were never the point. |
| 83 | + |
| 84 | +History has repeatedly shown us that technology changes the way we do work and |
| 85 | +live life. AI is no exception. Technology makes jobs that were previously |
| 86 | +stable and common obsolete overnight. While I don't have any empirical data to |
| 87 | +back this claim up, it seems pretty obvious (think about "human computers" that |
| 88 | +did math being replaced by the computers we have today). |
| 89 | + |
| 90 | +On the flip side, new jobs were created as a result of computers. While some |
| 91 | +people seem to think AI will replace all jobs, I really don't know what will |
| 92 | +happen. Personally, I think of this as an AI Wager (with people upskilling |
| 93 | +being the positive outcome, though I recognize that this has problems). |
| 94 | + |
| 95 | +There is short-term pain for those affected, and unfortunately, it seems hard to |
| 96 | +avoid in our capitalistic society. As people's skills are made obsolete by |
| 97 | +technology, they lose their jobs, miss mortgage payments, and have to make |
| 98 | +impossible decisions like picking between their life-saving medication or food |
| 99 | +for their family. This is not the way things should be, and we have a lot of |
| 100 | +work to do as a society. |
| 101 | + |
| 102 | +Wherever the world and technology go, it is important that we prioritize |
| 103 | +humanity. |
| 104 | + |
| 105 | +## Prompting Isn't A Real Skill |
| 106 | + |
| 107 | +So how do we survive? How does my generation ensure they are not left behind |
| 108 | +(more so than we already have been)? I don't have a concrete recommendation |
| 109 | +like learn to code (in fact, you should probably run far, far away unless you |
| 110 | +have a passion for it). |
| 111 | + |
| 112 | +We survive by being educated. As our skills become irrelevant, the only thing |
| 113 | +that we have left is our ability to dynamically adapt to a changing world and |
| 114 | +continue solving hard problems, and if our skills become obsolete, our |
| 115 | +foundation of problem-solving and critical thinking will set us apart. This is |
| 116 | +the value that we provide when concrete skills become commoditized by |
| 117 | +technology. |
| 118 | + |
| 119 | +And if I'm wrong? If humans are totally replaced? Society will probably |
| 120 | +collapse, and it won't matter anyway. This is the other half of my wager. |
| 121 | + |
| 122 | +So, the next time you have an assignment and are confronted with the decision of |
| 123 | +using AI or doing it by hand, I challenge you to do it by hand. |
| 124 | + |
| 125 | +Not only will you maintain your academic integrity (yes, using ChatGPT to write |
| 126 | +your essay or do your math homework for your IS cheating), but you will learn |
| 127 | +more and become a more capable thinker in the process. Using AI to "check a box" |
| 128 | +and complete an assignment is a waste of everyone involved's time. |
| 129 | + |
| 130 | +This isn't to say that AI cannot be used to learn and develop these skills. It |
| 131 | +definitely can be. But I have an ocean-front property in Idaho to sell you if |
| 132 | +you believe students only use it this way. |
| 133 | + |
| 134 | +To the educators who believe that their students need to learn to use AI or be |
| 135 | +left behind, I have two things to say: |
| 136 | + |
| 137 | +1: Students are going to use it outside of the classroom (and inside, whether |
| 138 | +you like/know it or not) and learn to use it regardless. In fact, they probably |
| 139 | +know more about it than you. Just as I grew up in the internet-native |
| 140 | +generation, I suspect there will be an "AI-native" generation. |
| 141 | + |
| 142 | +2: The technology is advancing fast enough that anything you teach a senior in |
| 143 | +August will be obsolete by the time they graduate in May or June. |
| 144 | + |
| 145 | +But across all of modern history, what has not become obsolete? Problem-solving |
| 146 | +skills and critical thinking. If your students have those two things, they can |
| 147 | +learn whatever hot new skill the workforce needs. If all a student knows how |
| 148 | +to do is prompt an AI, so do millions of others. Congratulations. |
| 149 | + |
| 150 | +To the students who believe that the AI is better than them at doing their |
| 151 | +writing/coding/math homework (yes, it might be), so there is no point in |
| 152 | +learning: |
| 153 | + |
| 154 | +1: The end product of writing/coding/doing math was never the point. Refer to |
| 155 | +my two points on education. |
| 156 | + |
| 157 | +2: Any fool can feed coins into a slot machine and pull the arm. What value do |
| 158 | +you provide? |
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