Hey—I’d be really keen to hear peoples’ thoughts on the following career/education decision I’m considering (esp. people who think about AI a lot):
I’m about to start my undergrad studying PPE at Oxford.
I’m wondering whether re-applying this year to study CS & philosophy at Oxford (while doing my PPE degree) is a good idea.
This doesn’t mean I have to quit PPE or anything.
I’d also have to start CS & philosophy from scratch the following year.
My current thinking is that I shouldn’t do this—I think it’s unlikely that I’ll be sufficiently good to, say, get into a top 10 ML PhD or anything, so the technical knowledge that I’d need for the AI-related paths I’m considering (policy, research, journalism, maybe software engineering) is either pretty limited (the first three options) or much easier to self-teach and less reliant on credentials (software engineering).
I should also add that I’m currently okay at programming anyway, and plan to develop this alongside my degree regardless of what I do—it seems like a broadly useful skill that’ll also give me more optionality.
I do have a suspicion that I’m being self-limiting re the PhD thing—if everyone else is starting from a (relatively) blank slate, maybe I’d be on equal footing?
That said, I also have my suspicions that the PhD route is actually my highest-impact option: I’m stuck between 1) deferring to 80K here, and 2) my other feeling that enacting policy/doing policy research might be higher-impact/more tractable.
They’re also obviously super competitive, and seem to only be getting more so.
One major uncertainty I have is whether, for things like policy, a PPE degree (or anything politics-y/economics-y) really matters. I’m a UK citizen, and given the record of UK politicians who did PPE at Oxford, it seems like it might?
What mistakes am I making here/am I being too self-limiting? I should add that (from talking to people at Oxford) I’ll have quite a lot of time to study other stuff on the side during my PPE degree. Thanks for reading this, if you’ve got this far! I’d greatly appreciate any comments.
To be clear you should still ask more people and look at the downstream effects on PhDs, research, etc. Again would echo the advice for 80k and reaching out to other people.
I don’t know enogh about your situation to give a confident suggestion, but sounds like you could benefit a lot from talking to 80k, if you haven’t done already! (Altough it might take some time, I’m not sure about their current capacity)
Hey, tough choice! Personally I’d lean towards PPE. Primarily that’s driven by the high opportunity cost of another year in school. Which major you choose seems less important than finding something you love and doing good work in it a year sooner.
Two other factors: First, you can learn AI outside of the classroom fairly well, especially since you can already program. I’m an economics major who’s taken a few classes in CS and done a lot of self-study, and that’s been enough to work on some AI research projects. Second, policy is plausibly more important for AI safety than technical research. There’s been a lot of government focus on slowing down AI progress lately, while technical safety research seems like it will need more time to prepare for advanced AI. The fact that you won’t graduate for a few years mitigates this a bit — maybe priorities will have changed by the time you graduate.
What would you do during a year off? Is it studying PPE for one year? I think a lot of the value of education comes from signaling, so without a diploma to show for it this year of PPE might not be worth much. If there’s a job or scholarship or something, that might be more compelling. Some people would suggest self-study, but I’ve spent time working on my own projects at home, and personally I found it much less motivating and educational than being in school or working.
Those are just my quick impressions, don’t lean too much on anyone (including 80K!). You have to understand the motivations for a plan for yourself in order to execute it well. Good luck, always happy to chat about stuff.
Hey, thanks for your comment! I hadn’t really realised the extent to which someone can study full-time while also skilling up in research engineering—that definitely makes me feel more willing to go for PPE.
Re your third paragraph, I wouldn’t have a year off—it’d just be like doing a year of PPE, followed by three years of CS & philosophy. I do have a scholarship, and would do the first year of PPE anyway in case I didn’t get into CS & phil.
Either way, your first point does point me more in the direction of just sticking with PPE :)
Ah okay, if it doesn’t delay your graduation then I’d probably lean more towards CS. Self study can be great, but I’ve found classes really valuable too in getting more rigorous. Of course there’s a million factors I’m not aware of—best of luck in whichever you choose!
Hey—I’d be really keen to hear peoples’ thoughts on the following career/education decision I’m considering (esp. people who think about AI a lot):
I’m about to start my undergrad studying PPE at Oxford.
I’m wondering whether re-applying this year to study CS & philosophy at Oxford (while doing my PPE degree) is a good idea.
This doesn’t mean I have to quit PPE or anything.
I’d also have to start CS & philosophy from scratch the following year.
My current thinking is that I shouldn’t do this—I think it’s unlikely that I’ll be sufficiently good to, say, get into a top 10 ML PhD or anything, so the technical knowledge that I’d need for the AI-related paths I’m considering (policy, research, journalism, maybe software engineering) is either pretty limited (the first three options) or much easier to self-teach and less reliant on credentials (software engineering).
I should also add that I’m currently okay at programming anyway, and plan to develop this alongside my degree regardless of what I do—it seems like a broadly useful skill that’ll also give me more optionality.
I do have a suspicion that I’m being self-limiting re the PhD thing—if everyone else is starting from a (relatively) blank slate, maybe I’d be on equal footing?
That said, I also have my suspicions that the PhD route is actually my highest-impact option: I’m stuck between 1) deferring to 80K here, and 2) my other feeling that enacting policy/doing policy research might be higher-impact/more tractable.
They’re also obviously super competitive, and seem to only be getting more so.
One major uncertainty I have is whether, for things like policy, a PPE degree (or anything politics-y/economics-y) really matters. I’m a UK citizen, and given the record of UK politicians who did PPE at Oxford, it seems like it might?
What mistakes am I making here/am I being too self-limiting? I should add that (from talking to people at Oxford) I’ll have quite a lot of time to study other stuff on the side during my PPE degree. Thanks for reading this, if you’ve got this far! I’d greatly appreciate any comments.
Nudge to seriously consider applying for 80,000 hours personal advising if you haven’t already: https://80000hours.org/speak-with-us/
My guess is they’d be able to help you think this through!
There are masters programs in the UK that take non-CS students. Anecdata from friends is that they’ve done PPE at Oxford then an Imperial CS Masters.
After a quick google, I’m pleasantly surprised by how much this sort of thing seems to happen—thanks for the pointer!
To be clear you should still ask more people and look at the downstream effects on PhDs, research, etc. Again would echo the advice for 80k and reaching out to other people.
I don’t know enogh about your situation to give a confident suggestion, but sounds like you could benefit a lot from talking to 80k, if you haven’t done already! (Altough it might take some time, I’m not sure about their current capacity)
Hey, tough choice! Personally I’d lean towards PPE. Primarily that’s driven by the high opportunity cost of another year in school. Which major you choose seems less important than finding something you love and doing good work in it a year sooner.
Two other factors: First, you can learn AI outside of the classroom fairly well, especially since you can already program. I’m an economics major who’s taken a few classes in CS and done a lot of self-study, and that’s been enough to work on some AI research projects. Second, policy is plausibly more important for AI safety than technical research. There’s been a lot of government focus on slowing down AI progress lately, while technical safety research seems like it will need more time to prepare for advanced AI. The fact that you won’t graduate for a few years mitigates this a bit — maybe priorities will have changed by the time you graduate.
What would you do during a year off? Is it studying PPE for one year? I think a lot of the value of education comes from signaling, so without a diploma to show for it this year of PPE might not be worth much. If there’s a job or scholarship or something, that might be more compelling. Some people would suggest self-study, but I’ve spent time working on my own projects at home, and personally I found it much less motivating and educational than being in school or working.
Those are just my quick impressions, don’t lean too much on anyone (including 80K!). You have to understand the motivations for a plan for yourself in order to execute it well. Good luck, always happy to chat about stuff.
Hey, thanks for your comment! I hadn’t really realised the extent to which someone can study full-time while also skilling up in research engineering—that definitely makes me feel more willing to go for PPE.
Re your third paragraph, I wouldn’t have a year off—it’d just be like doing a year of PPE, followed by three years of CS & philosophy. I do have a scholarship, and would do the first year of PPE anyway in case I didn’t get into CS & phil.
Either way, your first point does point me more in the direction of just sticking with PPE :)
Ah okay, if it doesn’t delay your graduation then I’d probably lean more towards CS. Self study can be great, but I’ve found classes really valuable too in getting more rigorous. Of course there’s a million factors I’m not aware of—best of luck in whichever you choose!