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Very cool :) can it just do observability too or do you have to use for all prompting?


Thank you! We haven't added observability yet, is this something you would like to see?


We’ve built a solution in conjunction with a university to this problem that is pretty low effort to implement, but very few professors can be bothered to even try it out (the apathy and red tape is unreal). Honestly, it has been disheartening that distribution is so tough, as the results have been great for those who are using it.


Could you share the product and some details about it? I'm curious.


Presumably it's: https://inktrail.co

As I understand it, it records when you're writing, including all edits and such, and verifies it's human based on that. Well, see the demo at https://inktrail.co/in-action

It will probably work well right now, but I don't know how easy that would be to fool once the hucksters build tools to circumvent it.


> very few professors can be bothered to even try it out

Do you happen to know if there is some overlap between these professors and professors who also refuse AI-detectors? Apathy could be the reason but I wonder how much of it is driven by cynicism encouraged by the inefficacy of AI-detecting tools.


Well that's terrible news. Currently building a product for the same market (completely different solution if the nephew comment is correct about your product). I'm already not thrilled to be in ed-tech selling to instructors with admin's money. I thought at least the instructors would have some enthusiasm to solve the problem. Shit.


As a professor would be interested in a solution to this problem, I'd be curious to see hear more details. FERPA issues can sometimes make it difficult to adopt solutions where student info of any kind needs to be sent to a third party.


Would you please share more details about this?


I love this — it captures what I’ve been struggling to articulate after using o1 a lot.


I used these in a distributed sync in about 2013-2014. When Postgres got JSON support we ended up going centralized for that product and a simple logic clock was all we needed. Nevertheless, I still think they’re very cool.


Still possible, propshaft works perfectly with the official js-bundling and css-bundling gems which let you add any js build pipeline as a build step


Wonderful!


We built a simple but novel solution for that is far more reliable and works completely differently to gpt-zero and openai methods. I'm not posting a link as we're not ready for HN hug of death, but please PM if interested.

The saddest thing is that this project has been once of the most demoralizing I've ever taken on. Day to day we see so many students being failed by teachers and school leadership who care more about "adapting to AI" than real student outcomes today.

In practice, we've found teachers don't generally want to have the difficult conversations with students when the hard evidence of cheating is given to them.

And generally school/university/college leadership have no real tactics to implement their "AI strategy" other than train their own chat bots (wtf) and "adapting assessment to use AI".

Unfortunately, a simple non AI fix to the problem is definitely not as good for their careers.

IMHO without a change, we're creating a pretty bleak future for students of the next few years.


The problem is that a lot of students were already cheating, and there's no real benefit to teachers trying to punish the students for it.

The schools don't want to do it, because letting one or two students by is, to them, much better than {the public backlash of someone admitting to cheating, the loss of money from kicking paying college students out, ...}, and the teachers don't want to do it because the schools are going to tell them to shut up and stop making noise about it, and it might poison their career to not listen. Of course, if you do that, then they will keep doing it, and you'll get people graduating who poison your reputation eventually, but it turns out to take a while before that happens, if ever...

At least when I was in college, it was pretty obvious to the students which students Did Not Do The Work(tm), and it was eye-opening how bad it could get when you took the "for non-majors" versions of various classes.

ChatGPT et al are just bringing to the public eye how bad this already was by lowering the bar so much there's no barrier to entry, no "if you know you know" whisper network of people cheating for each other, no wink-and-a-nod "tutoring" service being paid for, just...press button receive paper.


I find programming outside-in ends with a better design and is generally faster than inside-out. Similar experience with the rest of the advice.


Exact same thing happened to me


Nice library


This should be taught early on to programmers. This post also reminds me of Ian Coopers talk on how TDD is misused at NDC.

https://youtu.be/IN9lftH0cJc?si=7h2IHnJyUNSU7Vrl


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