Posted by vinni2 8 hours ago
Modern public education itself is industrial revolution technology. Why would it be left as-is after the intelligence revolution?
Motivating students to learn is not at all a solved task. And arguably a harder one too. Even the ~2010 "Google and grit" self-teaching is enough to outperform public education - but most students don't have the motivation to pull that off in practice. They have the opportunity, but that matters little if they don't use it.
Mastery of arithmetic involves memorizing lots of heuristic rules that aren’t particularly insightful about, or are outright conflicting with, the structure of math, and learning the structure of math first slows your ability to do arithmetic.
I don’t think any school hands first graders calculators and asks them to never learn arithmetic. But I see no need once you’re doing algebra to be focusing your time on long division or multiplication. These are irrelevant distractions from algebra, time spent and points lost on arithmetic details is a waste of cognition and doesn’t help. This becomes increasingly true through calculus, linear algebra, until you get to real math courses where a calculator is pointless because arithmetic doesn’t even show up.
Long division, at least conceptually, is also present in algebra and partial fractions.
Everything builds on everything else.
Some kids really enjoy learning. Never mind merely solving an educational assessments problem, personalized learning seems like it has the potential to unlock a lot of intellect across the population. And yet.
If anything, if someone is looking for an AI proof job while not wanting to do something braindead, teaching might be one of the good jobs that may get more competitive.
If you want to be a pendant about it then there is no such thing as a comprehensive intelligence test at all as there is no universally agreed upon definition of intelligence. But that's not very useful either.
Memorization and recall is a huge building block of intelligence itself. Almost everything we call intelligent has some kind of memory to store and work on problems. The more storage you have the more potential intelligence.
Nobody wants to admit it though due to capitalism and VC drunkenness.
This will reach critical mass in a few years.
I see kids train edge AI models, built things using coding assistants and discuss post-modern philosophy.
I see the same kids struggle to write structured interpretations of 1950s texts they have no emotional connection to.
Kids are worse in orthography, handwriting, and reading stuffy texts from front to end, but they are so much better in a plethora of skills that did not exist 20 years ago.
Kids are worse at reading, period. Not just stuffy texts from 50 years ago, current stuff too according to the research.
The "skills" you claim they are learning have such a low barrier to entry they aren't skills at all.
Instructing a machine "make me a Foo" requires no thought.
Guess we'll live in an illiterate society soon...
test taking is not a valuable skill. it's mostly pattern matching against the question
people need new skills in a new age. the education system hasn't even kept pace with the existence of the internet, let alone AI
I cannot believe you're seriously asking that question.
> people need new skills in a new age.
If it's a skill that is picked up in minutes, it's not really a skill.
This skill has been declining steadily since the 1970s, but the decline has accelerated since the mid 2010s. Eventually the productivity boom should take a hit when newer generations struggle to understand basic tasks and the older generations retire. AI is probably orthogonal to the solution space.
the evidence is that individual workers are more productive than ever, and this trend has continued since long before the 1970s. this is despite any measured decline in reading comprehension
the older generations are obviously not propping up the world economy through their singular reading skills
I often find that people simply don’t read anymore beyond a sentence or two, which makes it impossible to communicate complex ideas. If it can’t be expressed as a bullet point, it may as well not exist.
The vast majority of our production comes from more and more highly automated tools. The concentration of skills to build those things can skew the results in the short term and lead to new and interesting problems long term.
That fewer and fewer people operate. Hence the people are more productive. Additionally, instead of everyone being unemployed, we just raise the standard of living and demand more stuff that employs just about everyone.
Reading, writing, and critical thinking skills matter. You don't have to "write structured interpretations of 1950s texts [you] have no emotional connection to" or practice "handwriting, and reading stuffy texts from front to end" to develop those skills (very loaded language, nice job!), but you have to put a lot of time into doing something, ideally somethings, where you're the one doing the heavy intellectual lifting.
Or, we can just write these kids off as a generation incapable of thinking or building by themselves without AI tools that do the thinking and building for them. Honestly, it's probably already too late. The way we've allowed kids of all ages to be exposed to these tools is basically equivalent to handing out cartons of cigarettes in a preschool.
It was odd, disheartening and almost universal (barring the parents who went full 'my kid doesn't use any of the products I build')
I picked up tinkering and sitting in front of a computer from my dad. And, even then, my parents would prevent me from doing this too much, and send me to read a book or go outside and run around.
So this "old testing" framework is at least from 2010s rather than from 1950s.
The Hobbit was published in 1937 and The Lord of the Rings was published 1954-55.
If the kids can't develop an emotional connection to them, that says much more about their teachers than it does the children or modern times.
Tell us more?
The attention-deficit that is so common among especially (but not only) young people today means that grabbing their interest is of paramount importance to their learning. Just repeating that kids are bad at reading stuffy texts. But if you can put them onto something that they find interesting, they can definitely excel. I've got tales of high school students who are terrible students, but give them a CAD and 3D printer and they will solve any problem you have.
So - in other news, education is broken. How do we fix it?
Such as?
On a regular basis I have students bring me “machine learning” models they have trained, which sounds great. But they have no idea what problem they are solving, what data they have or should have, and no idea why that method, etc. There is no understanding. They use words and concepts from a broad variety of fields, with confidence, but with little deep understanding. The Internet and AI give access to knowledge which is necessary but not sufficient for wisdom.
While K-12 bears a lot of blame (as a system not “teachers”) I’ve come to believe the problem is more societal. What we value and what kids logically perceive will be them ahead in life. If all they ever see is that surface level performance of knowledge is enough…why bother with more?
For instance, with respect to this article, which is about test scores, how does dynamical systems theory describe what's going on or predict consequences?
1. Never use a metaphor, simile, or other figure of speech which you are used to seeing in print.
2. Never use a long word where a short one will do.
3. If it is possible to cut a word out, always cut it out.
4. Never use the passive where you can use the active.
5. Never use a foreign phrase, a scientific word, or a jargon word if you can think of an everyday English equivalent.
6. Break any of these rules sooner than say anything outright barbarous.
Now you tell me
https://www.fadedpage.com/link.php?file=20180223.html
https://en.wikipedia.org/wiki/Politics_and_the_English_Langu...
After a saddle-node bifurcation (for example) a system is left with a region of critical slowing down. It can be thought of as the ghost of the fix point that used to exist in that region. Thus observing local phenomena in the system can make it look like the system is still stable while in reality it isn't.
I guess the most famous example of this is global warning. As our emissions of greenhouse gases increased during the industrial revolution, the environment still seemed stable. But in reality we had already deleted the stable point around with our planets temperature oscillated.
I can see there a compounding drift from the stable point that is not initially apparent because the compounding values have not yet grown sufficiently to be meaningful. It is still an increase in drift
Slowing down implies a decrease though, what does that represent then?
Or are you talking about another system like "society" or "civilization"? Or something else altogether?
We have a chance to adapt, that's for sure. But white-collar work might not exist (or just resemble) as it does today.
But I agree, the category is almost too malleable to analyze.
So really it is not saying much at all.
For example the disappearance of a stable temperature of the earth due to a continuous increase in green house emissions.
In this case the change in test scores is continuous yet might still lead to the disappearance of a stable point in society like white-collar work. At the start the change might seems slow but the point of no return could have already been passed.
I'm not saying I necessarily believe that (or that I stated it with much clarity) but I thought it was interesting how it "rhymes" with dynamical system theory.