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That's because the instructor is asking questions that merely require the student to regurgitate the instructor's text.

To actually teach this, you do something like this:

"Here's a little dummy robot arm made out of Tinkertoys. There are three angular joints, a rotating base, a shoulder, and an elbow. Each one has a protractor so you can see the angle.

1. Figure out where the end of the arm will be based on those three angles. Those are Euler angles in action. This isn't too hard.

2. Figure out what the angles should be to touch a specific point on the table. For this robot geometry, there's a simple solution, for which look up "two link kinematics". You don't have to derive it, just be able to work out how to get the arm where you want it. Is the solution unambiguous? (Hint: there may be more than one solution, but not a large number.)

3. Extra credit. Add another link to the robot, a wrist. Now figure out what the angles should be to touch a specific point on the table. Three joints are a lot harder than two joints. There are infinitely many solutions. Look up "N-link kinematics". Come up with a simple solution that works, but don't try too hard to make it optimal. That's for the optimal controls course.

This will give some real understanding of the problems of doing this.






A LLM can't do that? I'm a little surprised.

(I know jack all about robotics but that sounds like a pretty common assignment, the kind an LLM would regurgitate someone else's homework.)



The LLM is very happy to give you an answer with high confidence.

The answer might be bogus, but the AI will sound confident all the way through.

No wonder sales and upper management love AI


The LLM provides a correct answer to the questions above: https://chatgpt.com/share/68188ed9-e25c-8002-b4f8-460a5d1efe...

Most physics teachers who do this are happy with the BS answer, maybe 1 in a 10,000 have actually tested their problems in reality.

Very well said. It’s a bad assignment! Is 1 student does something like this maybe they’re wrong, but if 90% of students are doing this, then IMO the assignment is wrong.

Or maybe 90% of students are destined for mediocrity.

One of the most fun classes I took in undergrad had people complaining about the professor’s teaching capabilities because it was too hard. We shouldn’t cater to the poor performers.




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