Stephanie Boragina
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sboragina.bsky.social
Stephanie Boragina
@sboragina.bsky.social
🇨🇦 PhD student and instructional designer of online courses

Studying math education at the postsecondary level. Currently examining the growth of student mathematical understanding when taking asynchronous online math classes.

#MathEd #OnlineEd
Reposted by Stephanie Boragina
First, here is the paper this news is based on. Read it so you get a feel for the nuanced findings. You know, do the hard thing we accuse students of not doing.

academic.oup.com/pnasnexus/ar...
Experimental evidence of the effects of large language models versus web search on depth of learning
Abstract. The effects of using large language models (LLMs) versus traditional web search on depth of learning are explored. A theory is proposed that when
academic.oup.com
November 22, 2025 at 1:26 AM
Reposted by Stephanie Boragina
November 23, 2025 at 7:47 AM
(a)dalfaculty.bsky.social and those responding to/quoting their posts have come across my feed.
August 27, 2025 at 2:04 AM
Reposted by Stephanie Boragina
Contradiction is key. For change to happen, students must recognize that what they believed is incompatible with the correct view. If there’s no conflict, they may just absorb the new fact into the wrong framework.
August 4, 2025 at 9:42 AM
Reposted by Stephanie Boragina
Nice thing about this figure is unlike benchmarks on factuality or hallucinates eg FACTscore we dont know if the test questions reflected real world use. OpenAI basically gave us the stat we were wondering about (2) More info from system card cdn.openai.com/pdf/8124a3ce...
August 8, 2025 at 6:19 AM
Thanks, yes! That aligns with what I was thinking.
August 8, 2025 at 2:38 PM
Interesting idea. Managing the practical side would be challenging. The article mentions the challenges of ensuring fair grades and scheduling sessions, but a bigger challenge to me is the time it takes to grade such an assessment versus a written one, for example.
August 1, 2025 at 11:55 AM