a57721
Can't they implement this feature without any gen AI? OK, the answer is that they don't want to pay someone for making a list of substitutions, but at least they can generate it and make a human cook revise the results. There is no need for calling gen AI APIs when the app is running.
People are shoving gen AI everywhere out of the hype, including tasks that have better, more reliable solutions with traditional approaches.
However, now there are students that just copy the output of LLMs without even caring to understand terminology and notation. Should that count as a completed assignment? In some egregious and too obvious cases I ask them simple questions about what they wrote and don't give them marks/points if they have no clue.
Using LLMs as assistants for homework is one thing, and there's no way to prevent it. But students who just copy characters from the screen without caring to understand what is going on are on another level. Above all, they are wasting their time.
Regarding giving or not giving scores, that's a complicated issue. Scores provide a "negative incentive" for learning. A positive incentive would be some pat on the back for doing the assignments. However, our brains are not wired by the evolution to do things only for positive incentives when there are no grades/deadlines/etc.
In my experience, being lenient works great with graduate students, and undergrads won't do and won't understand anything in the course if there are no grades. I learned that the hard way.
Also, now people who used to manage the development but not write any code also feel their superpowers to merge LLM slop in humongous amounts. It feels like a ticking time bomb, but I am afraid of calling it out and rain on their parade of 10x productivity (or often AI psychosis). Leaving the team doesn't feel like a good decision because what I hear from many colleagues is much worse. Ah what a time to be alive...
They normally don't feel like they are in some kind of race to publish the results ASAP and claim priority. Cases like that are very rare (but they get media coverage because they are so unusual).
OpenAI did a publicity stunt, their motivation is not to make a good contribution to the field, which has very different standards and culture, compared to the AI labs.
Good, I just wanted to point out that peer review isn't primarily an arbitrage of truth, it is also to make sure the exposition is nice to read. When you get a reviewer who actually cares, you receive lots of feedback that isn't related to the correctness of Lemma 3.14.15 and stuff like that.
A good review does not merely check the correctness of logical arguments, it gives suggestions for the exposition, citing the correct references, putting everything in the right context, etc.
It's irrelevant that this is a pseudo-automation, what's important is that techbros can convince people who make the decisions and concentrate wealth that this is a full automation. So expect reverse centaurs in increasingly more professions in the future.
I don't think math is that different from other subjects, but it has this advantage that it is a whole world that you can carry with you and experiment, you don't need that many tools for your exploration.
Many "super-duper impressive" examples of LLM use end up being copyright laundering. Maybe the world is different now and copyright laundering is acceptable, but let's not pretend it's that cool and exciting.
But it seems like the temptation to get perfect solutions from an LLM is too big for many students nowadays, they lack the maturity to understand that using LLMs for basic assignments is counterproductive.
Students who copy all solutions from LLMs maybe learn something, but it's like 5% compared to what someone can learn by doing the assignment without external help, or even by asking their peers. It's a bit disheartening, because I invest quite some time and thought in designing the assignments.
It was very different before LLMs.
I rely on written exams that are open book, but forbid any use of computers and smartphones in class.
The university insists that homework can't be optional, but it lost its meaning. I've tried to explain to my students that it's in their interest to think about home assignments on their own, but the majority will obviously use gen AI, and it's such a waste of time to check and grade LLM output.
I just had an experience where all students were given "sample problems" to try at home and prepare for the written test. Many of them just dumped the document into an LLM, asked it to produce some "exam guide", and showed up with that thing printed out, asking me during the test to explain what LLM output meant.
It seems like the university also has many people pushing for AI use for everything, but I teach basic stuff where the goal is to make students think on their own and digest some fundamental ideas, LLMs can produce perfect solutions, but relying on them is pointless.
Hostels are not fun, unless you are in your early 20s.
In the US, WRMI sells its air time to anyone at low prices. It's mostly religious stuff but there are some regular music shows too, I think.
I listen to SomaFM (https://somafm.com/) and FIP (https://www.radiofrance.fr/fip), they have online streams by genre. When something gets me interested, I look up the artist, and I keep discovering lots of new names, independent labels, etc.
I like the idea of the site, but not the execution.
It feels weird to read "nostalgic recollections" that pretend to be human, while in reality come from gen AI.