This is exactly the kind of obvious mistake that contributes to the complexity of explaining education outcomes. Requiring a "teacher recommendation" to allow a student to take an advanced course introduces bias and consequently is suboptimal to say the least.

That the following had to be done is sadly the state of affairs in the US:

> In 2018, North Carolina passed House Bill 986, Session Law 2018-32, which included Part II: Enrollment in Advanced Mathematics Courses. This legislation established § 115C-81.36, requiring that "any student scoring a level five on the standardized test for the mathematics course in which the student was most recently enrolled shall be enrolled in the advanced course for the next mathematics course in which the student is enrolled."

Edit to add:

This is also the kind of thing that machine learning/"algo" skeptics/detractors skip over or ignore when evaluating automation: humans are often wrong.

I'm not sure why you had that dig about ML skeptics but ML models can often perpetuate human biases if they aren't trained properly. For example, consider the amazon hiring algo that consistently rated female candidates below male candidates.

Who is to say any of this is a mistake and not exactly as intended?

Like, it was not a mistake during red lining laws that you had to go into a bank personally.

Yeah, I would suspect this is intended. The idea being the kids (or parents, really, in communication with teachers) who opt-in to Algebra are more likely to have good study habits, etc. Kids tend to prioritize what the other kids around them prioritize, particularly if there aren't enticing alternatives, so other than raw aptitude the biggest key to success in academia and elsewhere is being surrounded by others invested in the same pursuit.

It's the same rationale more liberal localities use to hold back academically strong students and keep them in classrooms with everyone else. Except you need a critical mass of engaged students and an environment where the less-engaged students are less likely to self-segregate and stick to themselves. I think this is why the liberal policy has roundly failed to achieve the outcomes studies promised. But for the same reason, I would think the risk to the studious kids of adding a minority of bright kids with poor study habits would be minimal. OTOH, the academically successful cohort succeeds precisely because their parents segregate them into higher performing environments; they're not thinking quantitatively or care about averaged group outcomes. What they're doing works for them, so they're gonna fight back tooth-and-nail.

There are parallels here with the rationale many used to justify racial segregation, and that stills echoes today in terms of the distribution of parents who understand how the system works. But by-and-large I think what undergirds the parental hand-wringing and pushback today are more direct heuristics--the failure to choose to opt into Algebra, etc, communicates unsuitability for the higher socio-economic class.

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Every system deserves

the bullsh*t it creates.

Educational systems invariably lapse into patterns where autodidacts are rewarded for pretending they received their wisdom from the educational system.

Some cooperate, some refuse...

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