Dr. Heather Leslie
@heatherleslie.bsky.social
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š„ 327
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Learning Designer. Purveyor of pedagogy. Educator. Lifelong learner/forever student.
#ungrading
This quote: āwriting requires an unending effort at something resembling authenticity. Most mistakes come from not being yourself, not saying what you think, or being afraid to figure out what you really think.ā
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2 days ago
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Dr. Heather Leslie
Christine Johnson
3 days ago
Everyone involved in committees and policymaking around genAI in universities should be required to listen to at least one episode of Mystery AI Hype Theater 3000 with
@emilymbender.bsky.social
and
@alexhanna.bsky.social
before every meeting.
www.dair-institute.org/maiht3k/
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JƩrƓme MelanƧon
7 days ago
My very limited understanding of the technology had me believing that hallucinations were the wrong concept because (1) everything LLMs do is repeat statistical probabilities, and so have no grounding in reality or truth, and (2) LLMs are not beings and do not perceive and so do not hallucinate. 1/
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Beautiful piece!
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8 days ago
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Dr. Heather Leslie
Jack Schneider
10 days ago
If we want to stem the problematic use of A.I. in K-12 and higher education, we need to understand why students use it. The latest from me and
@ehutt.bsky.social
.
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AI isn't the end of the essay
Artificial intelligence chat bots like ChatGPT will force educators to change how they motivate and grade students, write professors Ethan Hutt and Jack Schneider. We need to emphasize the process of ...
https://www.wbur.org/cognoscenti/2025/09/18/ai-in-schools-chat-gpt-gemeni-claude-student-education-ethan-hutt-jack-schneider
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Dr. Heather Leslie
Charles Logan
11 days ago
Luddites unite! "As we train our sights on what we oppose, letās recall the costs of surrender...We condone platforms that not only urge children to commit suicide, they instruct them on how to tie the noose. We hand over our autonomy, at the very moment of emerging American fascism." āļøš¤āļø
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Marc C-Scott
11 days ago
My latest Substack piece, āThe False Precision of Grades: What are we really measuring?ā Do grades really capture student learning? I briefly dig into this and the illusion of precision in gradingā¦
echoesoflearningandteaching.substack.com/p/the-false-...
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The False Precision of Grades: What Are We Really Measuring?
For centuries, grading has been the dominant language of education.
https://echoesoflearningandteaching.substack.com/p/the-false-precision-of-grades-what?utm_campaign=post&utm_medium=email&triedRedirect=true
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Olivia Guest Ā· Īλίβια ĪκεĻĻ
14 days ago
šš«š¤ No AI Gods, No AI Masters š¤š«š I am massively excited to share the backstory ACADEMIC SHENANIGANS behind our Open Letter (& so this paper below too) ā and as always big thanks to my co-authors {@irisvanrooij.bsky.social &
@marentierra.bsky.social
}:
www.civicsoftechnology.org/blog/no-ai-g...
1/n
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Olivia Guest Ā· Īλίβια ĪκεĻĻ
22 days ago
Finally! 𤩠Our position piece: Against the Uncritical Adoption of 'AI' Technologies in Academia:
doi.org/10.5281/zeno...
We unpick the tech industryās marketing, hype, & harm; and we argue for safeguarding higher education, critical thinking, expertise, academic freedom, & scientific integrity. 1/n
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Dr Susan D Blum
17 days ago
This new book, The Ungraded Classroom, edited by Carlo Ricci and Gina Riley (with a foreword by @susandblum), has just been published! It has many examples, beautifully and honestly presented, of ways educators have included ungrading in their classrooms.
www.amazon.com/dp/B0FQHZKJZ...
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The Ungraded Classroom: Feedback, Reflection, and Authentic Learning
The Ungraded Classroom: Feedback, Reflection, and Authentic Learning [Ricci PhD, Carlo, Riley PhD, Gina] on Amazon.com. *FREE* shipping on qualifying offers. The Ungraded Classroom: Feedback, Reflection, and Authentic Learning
https://www.amazon.com/dp/B0FQHZKJZQ/ref=monarch_sidesheet_title#detailBullets_feature_div
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Dr. Heather Leslie
Dr. Damien P. Williams Wants A Better Sociotechnical Paradigm
19 days ago
This is exactly the right way to think of this; precisely what I'm saying, yes
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Ethan Siegel
19 days ago
In my experience, using an LLM only works if you know how, when, and where to correct the LLM when it returns non-factual or counter-factual information. You need the very expertise that many people are attempting to "outsource" to the LLM to avoid believing the AI slop. This is not a good system.
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Amen! Schoolishness = artificial
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22 days ago
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I have a half-baked morbid idea for some class exercises to have students use LLMs. Scenario-based (dark academia?) 1.) Student pretends they are an executive at a health insurance company.
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Denied by AI: How Medicare Advantage plans use algorithms to cut off care for seniors in need
A STAT investigation found artificial intelligence is driving Medicare Advantage denials to new heights, cutting off care for seniors.
https://www.statnews.com/2023/03/13/medicare-advantage-plans-denial-artificial-intelligence/
23 days ago
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Dr. Heather Leslie
Charles Logan
23 days ago
These are desperate attempts to embed AI technologies into schools and recruit lifetime users and I urge my fellow educators to see these attempts as such and refuse to be bought by Big Tech and this fascist government.
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Hypervisible
26 days ago
This by
@eryk.bsky.social
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Human Literacy
Something I Can Tell Students Now That I Am Not Teaching You and I probably both keep hearing that students should be working toward AI literacy. That you should know what to type into prompt windo...
https://mail.cyberneticforests.com/human-literacy/
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Dr. Heather Leslie
Charles Logan
27 days ago
Since tomorrow is Labor Day and school is in session, I'd like to argue (again) that teaching about GenAI should include discussion of the extractive, exploitative labor conditions that make the technology possible. š§µ
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Kashana
30 days ago
āWith our new virtual servant program, you can have the blackness and the subservience that you need without the uncomfortableness of having to talk to an actual black personā
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Defector
about 1 month ago
"A fellow human is not designed to make you feel good about having interacted with them, or to convince you of their utility, or to persuade you to bring your thoughts and problems to them instead of someone else; a fellow human is not designed at all."
defector.com/butlerian-ji...
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Butlerian Jihad Now | Defector
Maybe some things should not be simulated. That is my takeawayāone of them, anywayāfrom a Tuesday New York Times story by Kashmir Hill about the death by suicide of a California teenager named Adamā¦
https://defector.com/butlerian-jihad-now
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Dr. Heather Leslie
Civics of Technology
about 1 month ago
New curriculum resources from
@jbpleasa.bsky.social
just added to our site! Read about them here:
www.civicsoftechnology.org/blog/new-cur...
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New Curriculum Resources: Technoskeptical Investigations of AI Tech ā Civics of Technology
By Jacob Pleasants & Julianna Kershen How are you going to talk with your students about AI? We are required to have an AI policy in our syllabus. Perhaps your institution requires one as well. ...
https://www.civicsoftechnology.org/blog/new-curriculum-resources-investigating-ai-technologies
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Ungrading comrades- I am putting together a presentation for faculty on
#ungrading
and am looking for examples to share from other faculty who practice ungrading/alt grading. If you have a syllabus or examples to share of how you do this, Iād love to include it as samples! Thx š
about 1 month ago
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Dr. Heather Leslie
Tony Corsentino
about 1 month ago
LLMs are purely statistical engines that operate on purely formal objects (character strings). We can ātrainā an LLM to distinguish true from false or fact from opinion or warranted from baseless just as soon as we can figure out how to reduce semantics and epistemology to syntax (which is never)
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Carley
about 1 month ago
Yep, using this quote for syllabus day
#academicchatter
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I truly believe traditional grades (already problematic) only exacerbates the transactional problem of education when coupled with AI.
about 1 month ago
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James Hultgren
about 2 months ago
THIS. I think a not-insignificant reason that people are buying into AI hype is because they believe it will allow the to avoid tricky issues weāve never solved: insufficient mental health services, toxic professional and academic cultures, unsustainable productivity expectations⦠just slap AI on it
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Dr. Heather Leslie
Vorp
about 2 months ago
I can't dedicate the time required to research it myself, but OpenAI and the other big ones hide the numbers so that doesn't help
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We did the math on AIās energy footprint. Hereās the story you havenāt heard.
The emissions from individual AI text, image, and video queries seem smallāuntil you add up what the industry isnāt tracking and consider where itās heading next.
https://www.technologyreview.com/2025/05/20/1116327/ai-energy-usage-climate-footprint-big-tech/
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Dr. Heather Leslie
Nancy Flanagan š¼
about 2 months ago
This. Is. Perfect.
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Whatās your AI techbro pitch of this āmagicalā technology š¤£@dbuckedu.bsky.social
@thetattooedprof.bsky.social
@drsepinwall.bsky.social
@tressiemcphd.bsky.social
@kevinmkruse.bsky.social
@biblioracle.bsky.social
@hypervisible.bsky.social
@audreywatters.bsky.social
@roxanegay.bsky.social
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about 2 months ago
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AI tech bros: This, but make it education
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about 2 months ago
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Techbros pitching AI
#AIhype
about 2 months ago
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Dr. Heather Leslie
Dave Karpf
about 2 months ago
I spent seven years writing a book on this and she just⦠said it in three succinct paragraphs to politico.
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The banking concept of education for pedagogical, financial, and techno-fascist control
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2 months ago
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michelleā·
2 months ago
is your workplace trying to force ai on you? is a family member giving ai too much power in their life? are you sick of billionaires destroying the environment and making life worse for everyone? here's a list of resources 10+ pages long to help you fight back:
docs.google.com/document/d/1...
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Questioning AI Resource List
Excellent summary of major problems with companiesā focus on AI written by expert in machine learning: https://ludic.mataroa.blog/blog/i-will-fucking-piledrive-you-if-you-mention-ai-again/ Another g...
https://docs.google.com/document/d/1DKpUUvKyH9Ql6_ubftYMiZloXizJU38YSjtP5i8MIx0/edit?tab=t.0
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Dr. Heather Leslie
Yeet Kune Do
3 months ago
re: generative AI I have finally fully and accurately explained my problem with how itās marketed and used. And now, you can use it, too.
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Unfortunately I couldnāt make the session but I did watch the recording! I appreciate all the concerns and ideas shared. People like to say GenAI is a tool. Writing is also a tool, one of the oldest of humankind. A tool for thinking, feeling, and being in the world. The tool of writing is
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4 months ago
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Dr. Heather Leslie
Michelle Chen
4 months ago
"Those of us working in higher education need to consider the valuable skills and literacies that post-secondary education offers that are not easily found or learned in the workplace, on the internet, or in the context of everyday life." Louder for those in the back please.
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āIn the world that college students are about to enter, a 19th-century lettering scheme is about as useful in promoting excellence as a quill pen.ā
www.washingtonpost.com/opinions/202...
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Opinion | Why not get rid of grades?
Grade inflation is ruining education. Letās get rid of them.
https://www.washingtonpost.com/opinions/2025/03/03/grade-inflation-why-not/
7 months ago
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I just finished
@biblioracle.bsky.social
ās More Than Words: How to Think About Writing in the Age of AI. Thank you for writing this book. As a writer and educator, it really resonated with me on so many levels. I especially enjoyed the way you described LLM output compared with actually good writing
7 months ago
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Dr. Heather Leslie
Courtney Milan
7 months ago
The answer was not the point. The answer was never the point. The process of searching is the process of learning.
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Sherrilyn Ifill
8 months ago
Yes. āPeople are doing things. You will meet them when YOU start doing things.ā Lots of information and resources in this one.
open.substack.com/pub/sherrily...
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Democracy is Crumbling. Is Anybody Doing Anything?
Yes. And You Can Too.
https://open.substack.com/pub/sherrilyn/p/democracy-is-crumbling-is-anybody?r=1sqa3e
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Gina Baucom
8 months ago
Letter from the SSE/SSB/ASN councils on the scientific understanding of sex and gender, pls RT
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Letter to the US President and Congress on the Scientific Understanding of Sex and Gender
President Donald J Trump Washington, DC Members of the US Congress Washington, DC February 5, 2025 RE: Scientific Understanding of Sex and Gender Dear President Trump and Members of the US Congr...
https://www.evolutionsociety.org/news/display/2025/2/7/letter-to-the-us-president-and-congress-on-the-scientific-understanding-of-sex-and-gender/
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Kate Ozment
8 months ago
The budget shortfall at Sonoma State, an HSI, is 8 million, leading to layoffs of 25% of faculty and shuttering programs. The system is paying 17 million to OpenAI. We always say budgets are moral documents. This is why.
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Maha Bali, PhD
9 months ago
Different Critiques of AI in Education
blog.mahabali.me/educational-...
#EduSky
#AIinEducation
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Different Critiques of AI in Education
Iāve needed to write this post for a long time. Itās about the differences in the types of arguments people use when they want to critique or resist AI in education. The nuanced differences betweenā¦
https://blog.mahabali.me/educational-technology-2/different-critiques-of-ai-in-education/
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Just finished
@jessifer.bsky.social
ās book and itās giving me life!
#Ungraders
if you havenāt read it yet, do yourself the favor and it will help you get inspired. Let your humanity be a counter friction against the mechanization of teaching and learning ā
pressbooks.pub/thegrade/
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Undoing the Grade ā Simple Book PublishingShare on XShare on LinkedInShare via Email
https://pressbooks.pub/thegrade/
9 months ago
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Dr. Heather Leslie
Jeannine Love
9 months ago
šØOur paper on ungrading is out!šØ In this
@jamielevdan.bsky.social
and I address why traditional grading is antithetical to a socially just classroom & give how-to suggestions for matching how we teach with what we teach. 1/7
#ungrading
#academicsky
jsepajournal.org/index.php/js...
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View of Ungrading: Socially Just Assessment Practices for the PA Classroom
https://jsepajournal.org/index.php/jsepa/article/view/5891/3779
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Rissa Sorensen-Unruh
9 months ago
Just saw 4 more articles that used final & final exam grades as statistical measures of improvement. Please - for the love of all research everywhere - STOP using grades as a measure of anything. Grades canāt be combined statistically b/c they have too many embedded factors - some defined some not
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What academics (and all learners e.g., everyone) need is time and space for deep thinking and that seems to be the thing AI is trying to drive out
9 months ago
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Dr. Heather Leslie
Josh Eyler
9 months ago
With all due respect to Adam Grant, with whom I often agree, grades reflect neither effort or learning. They are truly subjective. And comparing high grades to Olympic medals reserved for only a few reinforces the problematic notion of grades as gate-keepersā¦
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Iris van Rooij š
10 months ago
āThere will never be enough computing power to create AGI using machine learning that can do the same [as human cognition], because weād run out of natural resources long before we'd even get close,ā ā
@olivia.science
www.ru.nl/en/research/...
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Donāt believe the hype: AGI is far from inevitable | Radboud University
Will AI soon surpass the human brain? If you ask employees at OpenAI, Google DeepMind and other large tech companies, it is inevitable. However, researchers at Radboud University and other institutes ...
https://www.ru.nl/en/research/research-news/dont-believe-the-hype-agi-is-far-from-inevitable
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āWe donāt need AI to relieve us from the burden of grading, not when there are so many effectiveāand decidedly humanāstrategies available through ungrading. Investing in students and investing in learning does not need to look like letting teaching become automatable.ā This
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9 months ago
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