Not to mention that the “more and better teachers” mantra should be applied all the way down to primary education.

Unfortunately our societies prioritise these things differently.

I’m not excluding hiring good teachers and TAs from the picture. I’m not excluding paying them a good enough wage to attract talent either. But that’s another conversation.

In my university days lectures were paired with seminars. And those had a max size of about 30, and a TA who would explain and help apply the lecture knowledge. The lecturer would visit seminars on rotation and ensure the quality of TAs. And the kicker? The whole gang would be there for the (free form) exam, including the grading.

In short: it can be done because that’s where we come from, actually.

And personally I hate multi choice tests, there is no opportunity to see the thought process of the student, or find and be lenient towards those that got the theory, but forgot to carry a 1 somewhere. They simplified the grading, sure, now you can have a machine do it, but thats about it.

Here’s a novel idea, maybe it needs less students per teacher. Or more teachers per student, however you want to call it.

Lots of dynamic DNS providers allow you to register a aubdomain and update the IP it points to with an API call. You can use something like this tool for it: https://github.com/lopsided98/dnsupdate - just run it on a schedule on the same machine and you’re golden.

There are also Docker container based solutions if you’d rather go that route. Once you have a stable entry point, you can decide what to do with it.

I would personally get a Raspberry Pi and run Wireguard and Dnsupdater on it, use port forwarding in the router for Wireguard and close down everything else. Then share the Wireguard connection details with your friends and family. You can even set it up so that Wireguard connections are only granted access to your Jellyfin server, plenty of tutorials out there on how to configure firewall rules on the Wireguard machine.

A 100% accurate AI would be useful. A 99.999% accurate AI is in fact useless, because of the damage that one miss might do.

It’s like the French say: Add one drop of wine in a barrel of sewage and you get sewage. Add one drop of sewage in a barrel of wine and you get sewage.

PiHole

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