Technology

At a beach restaurant the other night I kept hearing a loud American voice cut across all conversation, going on and on about “AI” and how it would get into all human “workflows” (new buzzword?). His confidence and loudness was only matched by his obvious lack of understanding of how LLMs actually work.

Education is one area where GenAI is having a huge impact. Teachers work with text and language all day long. They have too much to do and not enough time to do it. Ideally, for example, they should "differentiate" for EACH and EVERY student. Of course that almost never happens, but second best is to differentiate for specific groups - students with IEPs (special ed), English Learners, maybe advanced / gifted.

More tech aware teachers are now using ChatGPT and friends to help them do this. They are (usually) subject area experts, so they can quickly read through a generated or modified text and fix or remove errors - hallucinations are less (ime) of an issue in this situation. Now, instead of one reading that only a few students can actually understand, they have three at different levels, each with their own DOK questions.

People have started saying "AI won't replace teachers. Teachers who use AI will replace teachers who don't."

Of course, it will be interesting to see what happens when VC funding dries up, and the AI companies can't afford to lose money on every single interaction. Like with everything else in USA education, better off districts may be able to afford AI, and less-well-off (aka black / brown / poor) districts may not be able to.

"Built to do my art and writing so I can do my laundry and dishes" -- Embodied agents is where the real value is. The chatbots are just fancy tech demos that folks started selling because people were buying.

A big issue that a lot of these tech companies seem to have is that they don't understand what people want; they come up with an idea and then shove it into everything. There are services that I have actively stopped using because they started cramming AI into things; for example I stopped dual-booting with Windows and became Linux-only.

AI is legitimately interesting technology which definitely has specialized use-cases, e.g. sorting large amounts of data, or optimizing strategies within highly restrained circumstances (like chess or go). However, 99% of what people are pushing with AI these days as a member of the general public just seems like garbage; bad art and bad translations and incorrect answers to questions.

I do not understand all the hype around AI. I can understand the danger; people who don't see that it's bad are using it in place of people who know how to do things. But in my teaching for example I've never had any issues with students cheating using ChatGPT; I semi-regularly run the problems I assign through ChatGPT and it gets enough of them wrong that I can't imagine any student would be inclined to use ChatGPT to cheat multiple times after their grade the first time comes in. (In this sense, it's actually impressive technology - we've had computers that can do advanced math highly accurately for a while, but we've finally developed one that's worse at math than the average undergrad in a gen-ed class!)

There is this seeming need to discredit AI from some people that goes overboard. Some friends and family who have never really used LLMs outside of Google search feel compelled to tell me how bad it is.

But generative AIs are really good at tasks I wouldn't have imagined a computer doing just a few year ago. Even if they plateaued in place where they are right now it would lead to major shakeups in humanity's current workflow. It's not just hype.

The part that is over hyped is companies trying to jump the gun and wholesale replace workers with unproven AI substitutes. And of course the companies who try to shove AI where it doesn't really fit, like AI enabled fridges and toasters.

So you're saying we wont have any crowdsourced blockchain Web 2.0 AIs?