Intelligent Machines Podcast - Episode IM 824: "Full-Body Air-Quotes - AI in Higher Education"

Release Date: June 19, 2025

In Episode 824 of the Intelligent Machines podcast, hosted by Leo Laporte from TWiT, the focus centers on the transformative impact of Artificial Intelligence (AI) in higher education. The episode features insightful discussions with Matthew Kirschenbaum, a distinguished professor of English and AI at the University of Virginia, alongside co-hosts Paris Martineau and Jeff Jarvis.

1. Introduction to Matthew Kirschenbaum

The episode begins with an introduction of Matthew Kirschenbaum, highlighting his unique position as a future professor specializing in the intersection of English and AI. Kirschenbaum's multifaceted interests include teaching traditional skills like letterpress and engaging with modern AI technologies. His extensive work, including his book "Track Changes", provides a historical perspective on the evolution of word processing and its implications for writers.

Notable Quote:

"Matthew is a wonderful mix of interests. He is a professor of English. He teaches students how to do letterpress... and he's now in AI."
— Paris Martineau [02:19]

2. AI Tools in the Classroom

Kirschenbaum delves into the pervasive use of AI tools among students, addressing both the potential benefits and challenges. He shares his experience teaching a class assignment where students used a large language model to analyze Charlotte Perkins Gilman's "The Yellow Wallpaper". Instead of a traditional essay, students engaged in a dialogue with ChatGPT, prompting the AI to generate alternative endings for the story. This approach unexpectedly deepened students' engagement with the original text, as crafting effective prompts required meticulous attention to detail.

Notable Quote:

"They ended up paying a lot more attention to the actual text of the Yellow Wallpaper than they otherwise would have."
— Matthew Kirschenbaum [07:03]

3. MLA Task Force on AI in Education

The conversation shifts to the Modern Language Association (MLA) task force dedicated to integrating AI in educational settings. Kirschenbaum emphasizes the committee's stance against one-size-fits-all mandates, such as Ohio State University's directive to incorporate an AI component in every class. Instead, the MLA advocates for academic freedom, allowing individual instructors to tailor AI usage to their specific curricular needs. The task force also underscores the importance of critical literacy, enabling students to discern the appropriate application of AI tools in their academic work.

Notable Quote:

"The MLA committee... affirmed the value of academic freedom... and empowering the students to make intelligent decisions about how much of their own voice and authority they want to cede to a machine."
— Matthew Kirschenbaum [08:38]

4. Challenges of Academic Integrity with AI

A pressing concern discussed is the potential erosion of academic integrity in the age of AI. Kirschenbaum shares anecdotes about professors employing deceptive tactics, such as embedding hidden prompts in assignment instructions to detect AI-generated work. However, he critiques these methods as ethically questionable and ineffective in the long term. Instead of punitive measures, Kirschenbaum advocates for leveraging such challenges as teachable moments, fostering a deeper understanding of AI's role and limitations among students.

Notable Quote:

"It seems like a huge waste of not only resources but a wasted opportunity. To me, this should be the proverbial teachable moment."
— Matthew Kirschenbaum [14:04]

5. The Concept of "Textpocalypse"

Introducing his concept of "textpocalypse", Kirschenbaum explores a future where AI-generated content inundates the internet, making it challenging to authenticate human-authored works. He raises concerns about the subtle manipulation of cultural heritage materials online, where deepfakes and AI-generated texts could distort historical and cultural narratives. Kirschenbaum suggests that institutions like libraries and archives will play a crucial role in authenticating original works, ensuring the preservation of genuine human expression.

Notable Quote:

"So the textpocalypse is a term that I believe I coined... where you begin to have fewer and fewer what we read on the Internet is actually written by people."
— Matthew Kirschenbaum [15:49]

6. Historical Analogs: Word Processing and Writing Evolution

Drawing parallels to the past, Kirschenbaum discusses how the advent of word processing in the late 20th century revolutionized writing practices. His book "Track Changes" examines the skepticism and eventual adoption of word processors among prominent writers like Isaac Asimov and Anne Rice. This historical perspective serves as a lens to understand current apprehensions and adaptations surrounding AI tools in writing and education.

Notable Quote:

"Anne Rice was an early adopter and famously gave a copy of Wordstar to the vampire Lestat in the Vampire Chronicles."
— Matthew Kirschenbaum [27:12]

7. Impact of AI on Cognitive Processes and Learning

The episode touches upon recent studies, such as one from MIT, investigating the cognitive implications of AI-assisted essay writing. Preliminary findings suggest that reliance on tools like ChatGPT may lead to diminished cognitive engagement, referred to as "cognitive debt". Kirschenbaum reflects on similar debates from the era of word processing, emphasizing the need for empirical research to inform educational strategies in integrating AI.

Notable Quote:

"They discuss a study... where students that performed essay writing tasks using GPT-4... performed worse on both behavioral net metrics as well as more objective, I guess, brain scans."
— Jeff Jarvis [28:02]

8. Personal Reflections and Broader Implications

Throughout the discussion, the hosts and Kirschenbaum interweave personal anecdotes and broader societal implications of AI integration. They debate the balance between technological advancement and the preservation of human-centric skills, advocating for a nuanced approach that harnesses AI's potential without compromising critical academic and cultural values.

Notable Quote:

"There's no one answer. There were some writers who immediately embraced it, and others who were holdouts. Some began to pay more attention to their prose once they realized they could revise it indefinitely."
— Matthew Kirschenbaum [28:02]

Conclusion

Episode IM 824 offers a comprehensive exploration of AI's role in higher education, balancing optimism with caution. Matthew Kirschenbaum provides a scholarly perspective on navigating the complexities of AI integration, advocating for critical engagement and institutional support to maximize benefits while mitigating risks. The conversation underscores the necessity of adapting educational paradigms to embrace intelligent tools, ensuring that the essence of learning and human creativity remains intact.

Listen to the full episode here.