"However, it's not clear that some faculty themselves have sufficient AI literacy to effectively lead students." -Amanda Sturgill

AI Literacy and Higher Education Instructors 

Is it time to teach kindergarteners prompt engineering, yet? This New York Times article is about grade school education, but I thought the subhead was telling: “Artificial intelligence companies are urging teachers to prepare students for an ‘A.I. -driven future.’ What that means varies from…

"If I must incorporate AI support, and doing so makes my job more routine, I risk losing something I value." -Amanda Sturgill

Might AI Assistance Take the Joy Out of Learning? 

There are different origins and interpretations of what liberal education means, but a favorite of mine is the idea that a liberal education liberates. You gain the ability to think critically and to know how to learn, which liberates you to learn other things, enabling you to act in line with your values. Generative AI (GenAI) tools have…

Two people wholding phone with facial recognition activated. Quote: "consider how these tools might be used in a culturally responsive and accountable way that selects for equity rather than settling for exclusion.”

Generative AI and Non-Majority Students: Risks and Benefits 

Generative AI offers both potential and limitations for minoritized and disabled students. Recent publications show a clear tension: these tools can expand—making access and participation a reality for some learners who might have been excluded.  At the same time, generative tools have the potential to strengthen the very…

"As concepts become more abstract, reaching agreement on appropriate measurement strategies becomes more difficult." -Cora Wigger

Defining and Measuring 

This semester, I’ve been working with two wonderful students doing mentored research projects of their own design. As they’ve been developing their research questions, I am reminded fondly of an exercise I did in a research methods class during grad school.   The professor, Dr. Ellen Goldring,…

"Instead of separating AI literacy and data literacy, we see data literacy as a key precursor to AI literacy." -Cora Wigger

Data Literacy as a Precursor to AI Literacy 

As the new school year begins and our weeks are filled with slide edits, planning meetings, and the smell of new notebooks, one theme is dominating the preparation: Artificial Intelligence. I am not an AI expert. I have no tips…

Digital illustration of woman looking at map with robot grid. text reads: "Relying on generative AI information could have bad physical and social ramifications for community-based learning.”

AI Hallucinations Matter for More Than Academic Integrity 

I had to chuckle over this quote in a May New York Times article: “Though they are useful in some situations—like writing term papers, summarizing office documents and generating computer code—their mistakes can cause problems.” I think many of my fellow academics would see…

Two field researchers reviewing data with quote: "Our definition and framework start with the existence of data itself—the ability to identify data as data.”

Defining Data and Data Literacy, Step 1 

When I, along with my CEL Scholar colleague Dr. Cora Wigger, describe our CEL project about data literacy and data justice to colleagues, we’re confronted with the same problem: every academic in every discipline defines “data” differently. As a historian…

Hand pointint at blue light screen that says automation with quote text "as humans delegate tasks to machines, it might be a source of more ethical lapses...”

Generative AI and Professional Ethics 

I am a professor of journalism, and it’s a challenging time to make the case for why journalism still matters. I give my students a couple of reasons: first is the ability to access and make sense of a variety…