> Just looking at the picture triggered me. Why are the students sitting in groups and cutting paper with scissors?

So, I'm going to flag this as a perfect example of legibility vs. legitimacy[0]. You, probably AP's writers, and much of the public perceive learning as ocurring in a certain way. That isn't the way that 'the best' learning occurs, its the way that most closely resembles where we think learning occurs. Going further, it is much easier to interpret a lecture hall as a learning activity because it is easy to perceive what is being 'learned'. You sort of say it yourself. you are asking a why question about what is being learned - it is less legibile - and that is leveraged into an inference that less is being learned - i.e., it is less legitimate.

The problem is that the comparison you are making is false - but deeply embedded in our minds. Students *feel* like they learn more in lectures than in 'active learning' classes.However, when their actual knowledge is tested the oppostie is actually true. The students perception and actual learning are at odds and mediated by the environment[1]. It is, again, easy to sit in a lecture and overstate (i.e., feel like) you're learning because you are watching someone who is an expert talk about something. No metacognitive monitoring is required on the student's part. In contrast, it is really easy to perceive yourself as struggling in a class where your learning process and your failures in that process become visible. Students are taught to view failures/wrong answers as bad - so they view their process of learning as evidence of not learning.

Pedantically, no one in the picture you reference is cutting paper with scissors. There are scissors on the table, no one is cutting. You made an inference - inferences are important but difficult to test. They are working in groups to learn with peers (a science based best practice). I don't know exactly but I can infer it is related to math, possible learning to calculate area and estimate. Making that tangible, creating and measuring simple then more complex shapes helps them learn - its not arts and crafts. It leads to better conceptual understanding than an abstract explanation.

It may look different, but my hobby horse problem with US education is that everyone's vibes are treated as equivalent to actual scientific evidence. We regularly crator efforts to fix these problems simply because they don't look like the school that the parents went to. We had one parent try and ban school provided laptops (which are used for 20minutes / week) from my daughter's preK class because her kids are zero screen time. I can't imagine a parent in Japan or China even trying that.

[0] https://www.ribbonfarm.com/2010/07/26/a-big-little-idea-call...

[1] https://www.pnas.org/doi/10.1073/pnas.1821936116

As a CODA - measuring learning is shockingly hard. As an analogy, it is not deterministic it is quantum. Data tells us that if I ask demographic questions before a test, certain groups score lower than if I ask them at the end. If I ask a math question using a realistic scenario, students show higher conceptual understanding than if I ask them a fully abstracted question. If a student is hungry or tired that day, they will score lower. None of those are measuring the latent construct (e.g., math ability) that we need to estimate, even if it is a high variability measure.

They are cutting paper. You can see scraps of paper on the desk.

Of course “active” learning is better than passively sitting in a lecture. But these kids are not learning. They’re sitting in a group with scissors and markers making a X-y coordinate graph.

Your long diatribe fails to recognize the obvious: that middle school math class has turned into an art and hand labor class / day care.