Welp, for the first semester ever, SOTA LLMs can do *every single assignment, from scratch (readmes, etc.), and get 100%*.
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@jeremysiek fully-automated natural-language-based software engineering is here, in a big, big way. I think it has the potential to be massively powerful in the right circumstances, but a major shift happened around December I noticed.
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@jeremysiek @krismicinski I'm moving all of my classes to required code walks. Has the nice side effect of the fact that once you convince your students that the code walk grade doesn't suffer when you find a bug during it, it often turns into a design discussion and talking about debugging strategies. I think the students also feel like their hard work is more appreciated after they actually get to chat with faculty about it.
Has worked wonderfully in undergrad compilers and grad distributed systems.
Hard to scale past 40 students though
@csgordon @jeremysiek @krismicinski Yeah, I tried to do this in my PL course with ~150 students, and it was a massive logistical headache and left me and all the course staff exhausted. I would love to do it, but it's not feasible with the enrollments we have.
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@csgordon @jeremysiek @krismicinski Yeah, I tried to do this in my PL course with ~150 students, and it was a massive logistical headache and left me and all the course staff exhausted. I would love to do it, but it's not feasible with the enrollments we have.
@lindsey @jeremysiek @krismicinski yeah... our first-year courses (~400 students) are trying a lightweight version of this with 10 minute chats, with random samples of students each week. so I think each student meets twice a term. It seems to be going well, but it's still a stretch even with an additional faculty member volunteering to help with these(!). The deeper material in later courses definitely needs more than 10 minutes.
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@lindsey @jeremysiek @krismicinski yeah... our first-year courses (~400 students) are trying a lightweight version of this with 10 minute chats, with random samples of students each week. so I think each student meets twice a term. It seems to be going well, but it's still a stretch even with an additional faculty member volunteering to help with these(!). The deeper material in later courses definitely needs more than 10 minutes.
@csgordon @lindsey @jeremysiek @krismicinski I know it doesn’t help much, but I ask my students to produce a short report along side the technical submission.
The idea being you can eyeball the differences between written report and code submission. Identify where more interrogation isrequired. I know genai could produce these reports but every little helps.
Submission canaries, for want of a better phrase.
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@csgordon @lindsey @jeremysiek @krismicinski I know it doesn’t help much, but I ask my students to produce a short report along side the technical submission.
The idea being you can eyeball the differences between written report and code submission. Identify where more interrogation isrequired. I know genai could produce these reports but every little helps.
Submission canaries, for want of a better phrase.
@jfdm @lindsey @jeremysiek @krismicinski I've long had students do a form of this with their assignments, but the generated reports got "good" enough a year and a half or so ago that I spent more time waffling on whether something crosses the line plus basically arguing politely with offended students than I would just meeting with everyone. (I'm sure this balance point varies depending how exactly you set things up with the report, but I couldn't figure out a more effective setup.) Meeting with everyone has ended up more equal for students, less frustrating for me, and more positive (i.e., non-adversarial) for students. The tipping point also depends on enrollment.
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@jfdm @lindsey @jeremysiek @krismicinski I've long had students do a form of this with their assignments, but the generated reports got "good" enough a year and a half or so ago that I spent more time waffling on whether something crosses the line plus basically arguing politely with offended students than I would just meeting with everyone. (I'm sure this balance point varies depending how exactly you set things up with the report, but I couldn't figure out a more effective setup.) Meeting with everyone has ended up more equal for students, less frustrating for me, and more positive (i.e., non-adversarial) for students. The tipping point also depends on enrollment.
@csgordon @lindsey @jeremysiek @krismicinski There are two routes I have considered:
1. learn how to write more open book take home assignments;
2. get students to do programming coursework in the lab in exam conditionsEither way, we are doomed.
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@csgordon @lindsey @jeremysiek @krismicinski There are two routes I have considered:
1. learn how to write more open book take home assignments;
2. get students to do programming coursework in the lab in exam conditionsEither way, we are doomed.
@jfdm @csgordon @lindsey @jeremysiek @krismicinski at least you could sell 2. as "practice for coding interviews", assuming that's still a thing when they graduate...
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@csgordon @lindsey @jeremysiek @krismicinski There are two routes I have considered:
1. learn how to write more open book take home assignments;
2. get students to do programming coursework in the lab in exam conditionsEither way, we are doomed.
@jfdm @csgordon @lindsey @jeremysiek @krismicinski
"we are doomed" is an incredibly disappointing take. You should have come to my "GenAI and CS Ed" talk (-:.If our only value-add was "my course was gated behind a needlessly difficult thing", that doesn't say much for the value of our courses.
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@jfdm @csgordon @lindsey @jeremysiek @krismicinski
"we are doomed" is an incredibly disappointing take. You should have come to my "GenAI and CS Ed" talk (-:.If our only value-add was "my course was gated behind a needlessly difficult thing", that doesn't say much for the value of our courses.
@shriramk @csgordon @lindsey @jeremysiek @krismicinski right so to be clear on these things, the doom part is because the actions require not so trivial changes in how we do things. Within UK academia we are under lots of pressures, with not a lot of time, and not the same power and influence as 'full chairs' do in the states.
More so,
1. open book assignments do not exclude the use of GenAI, they can embrace it, and you can guard against or incorporate its use. Such assignments, in my experience are harder to design, and require training on how to do well.
2. Exam conditions are also important as we want students to not rely on GenAI, and to ensure they have the fundamentals down.
The argument with GenAI is must be how our forefathers thought about pocket calculators...and their forefathers thought about slide rules, and so on.
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@shriramk @csgordon @lindsey @jeremysiek @krismicinski right so to be clear on these things, the doom part is because the actions require not so trivial changes in how we do things. Within UK academia we are under lots of pressures, with not a lot of time, and not the same power and influence as 'full chairs' do in the states.
More so,
1. open book assignments do not exclude the use of GenAI, they can embrace it, and you can guard against or incorporate its use. Such assignments, in my experience are harder to design, and require training on how to do well.
2. Exam conditions are also important as we want students to not rely on GenAI, and to ensure they have the fundamentals down.
The argument with GenAI is must be how our forefathers thought about pocket calculators...and their forefathers thought about slide rules, and so on.
@jfdm @csgordon @lindsey @jeremysiek @krismicinski
Yes, it requires a fair bit of work to re-jig things.I can't speak for UK academia. But I view it as my job to figure out how to upgrade courses for my students.
I don't know what power you think "full chairs" have in the US. You may be mistaking us for German Lehrstuhl's. We aren't! US "assistant professors" are not "assistants" to any "professors", for instance. I may wish I had some; I don't. <-;
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@krismicinski @jfdm @csgordon @lindsey @jeremysiek
Good, you seem to understand the assignment! Now go out and design and run a course that puts that into practice! Listening to me talk about it is 50 fewer minutes you'll have, and which you can't get back, to design your course. (-: -
@krismicinski @shriramk @jfdm @csgordon @lindsey @jeremysiek I've just seen a different course proposal, Responsible AI, for designers of AI systems (argues that responsibility must be built into the design).
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@krismicinski @shriramk @jfdm @csgordon @lindsey @jeremysiek I've just seen a different course proposal, Responsible AI, for designers of AI systems (argues that responsibility must be built into the design).
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@krismicinski @jfdm @csgordon @lindsey @jeremysiek
I think I *am* interested in a kind of "how to use AI to do CS". I believe it can be done wisely and smartly. -
@krismicinski @jfdm @csgordon @lindsey @jeremysiek
I think I *am* interested in a kind of "how to use AI to do CS". I believe it can be done wisely and smartly.@krismicinski @jfdm @csgordon @lindsey @jeremysiek
Notably, I'm talking about *novice* CS. For upper-level CS, it's pretty clear there are all kinds of interesting possibilities. -
@krismicinski @jfdm @csgordon @lindsey @jeremysiek
I think I *am* interested in a kind of "how to use AI to do CS". I believe it can be done wisely and smartly.@shriramk @jfdm @csgordon @lindsey @jeremysiek okay, wow--I did not really expect that. Interesting, I will have to think about that.
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@krismicinski @jfdm @csgordon @lindsey @jeremysiek
Notably, I'm talking about *novice* CS. For upper-level CS, it's pretty clear there are all kinds of interesting possibilities.@shriramk @jfdm @csgordon @lindsey @jeremysiek I think once you trust that the student could in principle write the code (and they're treating it like code the prof gave them, code their coworker wrote, etc.) then what you're saying is right. The concern is: "go through whole college career and just have claude code do every single homework assignment with very little intellectual effort." Of course, many would argue that this is a failure of the curriculum design--but it will inevitably take time to catch up.
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@krismicinski @shriramk @jfdm @csgordon @lindsey @jeremysiek we have been claiming for decades that we are not just educating coding monkeys, so it shouldn't really matter that LLMs can now do all the coding. As far as I see it, it's still necessary to identify and clearly formulate verifiable requirements and specifications, come up with a modular design, and verify the whole thing, because I still believe the ultimate responsibilty lies with the developer. So students still need to understand the fundamentals. But yes, it has become much harder to check *at scale* whether they actually grasped them.
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@krismicinski @shriramk @jfdm @csgordon @lindsey @jeremysiek goodness, I hope that prompting an LLM will not be a *huge* part of software engineering going forward. It's an incredibly inefficient way to go about the task. Frankly, I'm amazed at just how shoddy the current set of tools are.
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@krismicinski @shriramk @jfdm @csgordon @lindsey @jeremysiek goodness, I hope that prompting an LLM will not be a *huge* part of software engineering going forward. It's an incredibly inefficient way to go about the task. Frankly, I'm amazed at just how shoddy the current set of tools are.
