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I think this is the right attitude to have about Alpha School. It'd be great if they can scalably deliver these results, but many people have claimed that and failed.
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John Arnold
@johnarnold
I've seen many models over past 25+ years that promised to fundamentally improve K-12 outcomes. None has proven both durable and scalable. Hence my interest yet healthy skepticism about Alpha School, which has made bold claims while offering little transparency or independent
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David Watson 🥑
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We shouldn't reflexively shoot down new things - we should want them to succeed - but we should also not trust their self-declarations of having succeeded!
I think it's appropriate to assume that an ed intervention isn't working if the implementation team didn't build randomization into the design. Even more so if they *also* aren't transparent about their metrics.
Your prior should probably be that it works about a normal amount, I think? School doesn't do nothing by default
I'm a big AI tutor believer but I really do wonder how much of this is just selection effects of ppl willing to pay top-of-market private school tuition
I'm a little more bullish on alpha school than the typical ed intervention. There interventions seem like they borrow a lot more from the cognitive psych literature on learning than a typical ed intervention.
Selection effects rule everything, but even if their results are "only" letting well off kids learn the same amount in less time while having fun, that'd be a pretty decent result
Not sure it's possible to have a "bad" school once you have enough $70k paying students. Selection effect alone will give you top .1% test scores
Recess can genuinely do this. Happy to send you our test scores. Most of the families we are starting to serve are also now low income, and we will test them next season as well to show improvement (we are testing them now as they come in). There will be many more data points
Want kids to learn better and faster, while actually enjoying it, the 1st outcome we need to address is drastically reducing traditional sit at a desk and stare at your teacher classroom time. Learning should be fun, and when it is it becomes effortless.
I'm extremely skeptical given the massive, massive dose of selection bias you have to consider when evaluating Alpha's results.

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as far as i'm aware this is the first felony ever committed fully autonomously by an artificial intelligence
gotta be honest, I just can’t dislike the guy, even with all the ideological cruft, even after his slate of bad endorsements. and I just don’t think Cuomo would have been a better mayor. if we are to have socialists, let them at least care like this about the nuts and bolts
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Acyn
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Mamdani: In a win for every ice cream lover across New York City, we will work with the state to do away with the frozen dessert permit that requires restaurants to seek out a superfluous second permit for what they’re already doing: serving food. No more treat-sploitation, as
The media could not be played.
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OpenAI
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We're partnering with @huggingface to investigate an unprecedented security incident. Cyber-capable OpenAI models compromised Hugging Face production during a benchmark evaluation. Sharing preliminary findings to help defenders understand emerging risks:
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Today, Substack is launching an AI detection feature, via an integration with . Going forward, you’ll be able to scan posts, replies, and comments on the Substack app to see an estimate of how much of it was written by a human, or with AI assistance.