Not sure how many users it scales to, but you might check out Hypothesis. web.hypothes.is

God help us

Big congrats Dr. Logan! 🥳🎓

I assume @schooldaves.bsky.social will be showing up to the training in one of these?

Omg lol 🤦🏻‍♂️ (also, clearly haven’t actually looked at what you put out there…)

Seriously. In search of user-uptake they’ve made sycophantic algorithms, ultimately making the tool actually worse at making clear for users what it is/isn’t helpful for.

Not surprising. Curious if you’ve had any experience with purpose-built scholarship synthesis tools like Elicit?

I’ve poked around, generally found them decently useful as an alternative GScholar, but they state themselves that users shouldn’t assume accuracy (“assume around 90% accurate”).

I can't remember the study, but I'm pretty sure this kind of finding exists among pilots in the context of various flight automation systems.

Thanks Elizabeth! Looking forward to getting our pubs on this work out there.

Awesome, I’ll be there! Looking forward to seeing you!

Woo hoo! Hopefully I’ll overlap so I can see be there - which slot is it?

(Also, big congrats!)

Oh snap, somehow missed this. Now I need to update your title in a thing!