This notion that we need to ask what teachers are able to DO with their time (not just say "let's shave time off teaching") is such a crystal clear point and one that is resonating across multiple worlds, from technology teams through classrooms, it doesn't surprise me at all as someone who's been a behavioral scientist in BOTH domains. "time savings" is always the bullshit way to talk about interventions

https://thebrokencopier.substack.com/p/the-sentence-that-im-very-tired-of

The Sentence That I'm Very Tired Of Hearing as a Teacher

and my case for nuance with the term "efficiency" in education

The Broken Copier
@grimalkina I teach HS CS. I don't enjoy marking - I can feel it putting my brain to sleep. But the insight into errors, ideas, strengths, misconceptions that a couple of hours marking gives is invaluable. Meta-patterns, remembering what happened in a lesson, as to why the answers are the way they are.