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gchallen | 3 years ago

I teach CS1. A lot of this post resonated with me.

In particular, I don't think that beginners are well-served by relying on AI to complete their assignments. Later on, once they've developed some computational thinking abilities, sure. Starting out, no.

There's a real dearth of good options available to computer science educators today for teaching introductory material effectively in the face of all the new and existing ways there are for students to cheat. A lot of what people offer up as alternatives are unworkable or downright bad ideas:

* Paper exams represent an unrealistic environment, encourage terrible programming habits, are a nightmare to grade, and don't test student abilities to identify and correct their mistakes—which is maybe the most important thing we want to assess.

* Oral exams also don't scale and raise obvious equity issues.

* Beginners have to build basic skills before they are ready to work on larger open-ended projects.

We're fortunate at Illinois to have a dedicated computer-based testing facility (https://cbtf.illinois.edu/) that we can use to allow students to take computer-based assessments in a secure proctored environment. This has been a really important support for our ability to continue to teach and assess basic programming abilities in our large introductory courses. I'm not sure why this idea hasn't caught on more, but maybe AI cheating tools will help drive broader adoption. (Such facilities are broadly useful outside of just computer science courses, and ours is heavily scheduled to support courses from all across campus.) Anything would be better than people returning en masse to paper programming exams.

discuss

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asdff|3 years ago

For CS1 you probably don't need much compute power for assignments. Schools are already well funded enough to sometimes offer freshman ipad pros. You could offer them a raspberry pi or some extremely cheap, low powered PC, make them return it after the semester if you want to save them money. You can firewall it from the open internet, and have students turn in their code from this device alone to a university server. They can still cheat, sure, but to do it would mean transcribing code from one device to another by hand, which is enough friction and a timesink where fewer students would consider it versus actually paying attention in class.

mechanical_bear|3 years ago

“enough friction and a timesink”

Have you taught students before? Many will spend inordinate amounts of time to not learn the material. Often times it seems there is no friction too great if it allows one to not think too hard.

mechanical_bear|3 years ago

“Oral exams also don't scale and raise obvious equity issues.”

Not to be intentionally obtuse, but what are the obvious equity issues?

l33t233372|3 years ago

On top of the other issues discussed, I think that giving effective oral exams is hard for the same reasons that interviewing is hard. It’s a test of the subject’s ability to quickly and confidently say things that sound roughly correct. Some people stumble over their words and cannot effectively speak and think completely accurately in the time required to give a reasonable answer without an uncomfortable pause.

Now, these issues could be mitigated by asking each person the exact same questions and taking careful notes of their responses, but then you’re just back to a bad essay that can’t be revised, edited, planned, or recollected as easily as a real essay.

gizmo|3 years ago

Exams can be anonymized when graded to reduce teacher bias. You can't do that with oral exams. In addition, you can't get a second opinion for an oral exam if you suspect you've been graded unfairly.

gchallen|3 years ago

Language ability, manner of speaking, physical stature and presentation, reputation from previous interactions with staff, you name it—all worsened by the fact that many of these are probably going to be done by course staff. It's not clear to me that any other form of assessment has as much potential for subconscious bias.

Orchestras started using privacy screens for auditions for a reason. And I'm not familiar with an equivalent for the human voice, particularly for hiding halting, labored, or elliptical speech—possibly by a non-native speaker—that they could straighten out on the page.

pfisch|3 years ago

Not everyone has the same primary language. Especially at universities.

blue039|3 years ago

Probably people who are mute or deaf.

That being said, the ultra dense morons who think "oral" can't be extended in a special case to simply mean "without extra time to think" (which is what is is, mostly) are typically not experienced with these exams.

The parent teaches CS1 and is not likely to have been given a formal oral examination in their likely short career (these are usually reserved for PhD qualifying and special MScs).

dinkumthinkum|3 years ago

What are the obvious equity issues of oral exams? PhD program have oral exams, are they engaging in wrongthink?

One option is to teach some ethics and accountability and have real and immediate consequences for cheating. Make the policies very clear and enforce them. You cannot detect every possible instance of cheating but you can detect many instances, you can test students to determine if they really wrote or could write such code and when they are found, you make examples of them as has been done in previous times. People want to treat literal cheating using ChatGPT as if it is like a calculator and not something fundamentally different.

If you accept this cheating, you may as well not have the class at all nor the degree program.