Helping higher ed professionals navigate generative AI

Episodes

37
July 13, 2026

What students actually do with AI

Episode 37: AI as the Learned Colleague, Not the Ghostwriter What does it look like to write an academic paper with AI without letting AI write a single word of it? Craig and Rob open with that question, then move through a new UK survey on how student AI use is evolving, ChatGPT's shift from Pulse to Scheduled Tasks, and fresh labor market data on what AI is doing to entry-level jobs. Craig describes using Codex to co-produce a 25-page conference paper in about three days, not by asking the t...
36
June 18, 2026

Fable 5's Cost Gap, AI "Cheating" at Scale, and a 70-Page Handbook in 20 Minutes

When Better Models Widen the Gap: AI's Cost Divide in Higher Ed (AI Goes to College, Ep. 36) What happens to students when the best AI models cost ten times more than the basic ones? That is the question Craig and Rob keep circling in this episode, prompted by Anthropic's brief and strange release of Fable 5. Fable 5 arrived as a guardrailed version of Mythos, a model so good at exposing software vulnerabilities that Anthropic had restricted it to a small set of secure organizations. For about...
35
May 18, 2026

AI's Underused Capabilities and Hidden Risks

Episode 35: AI's Underused Capabilities and Hidden Risks What happens when a university scrapes faculty lectures from its LMS, feeds them into an AI course builder, and sells the result for five dollars a month without telling the professors whose faces appear in the videos? Craig and Rob cover a packed news cycle in this episode, anchored by two stories about institutional vulnerability. The Canvas ransomware attack that disrupted final exams at thousands of schools opens a conversation about...
34
April 28, 2026

When You Bring AI to the Party Matters More Than Whether You Bring It

When in your thinking process should AI show up? A new study suggests the timing matters more than the access. In this episode, Craig and Rob work through a recent CHI (Computer Human Interaction) conference paper that found a counterintuitive pattern: participants who had AI access from the start of a 30-minute task wrote weaker reports than those who got AI late or had no access at all. Same tool, same task, opposite result. The hosts connect the finding to Herbert Simon's satisficing concept...
33
March 31, 2026

Accessibility Hacks, 81,000 Interviews, and the Choppy Waters of Academic AI

AI Goes to College, Episode 33: Accessibility Hacks, 81,000 Interviews, and the Choppy Waters of Academic AI Higher education is drowning in accessibility deadlines, grappling with what 81,000 AI interviews reveal about how people actually use these tools, and watching the academic publishing system creak under new pressures. In this episode, Craig and Rob dig into all three, with practical advice, a few uncomfortable truths, and their usual mix of optimism and healthy skepticism. The Accessibi...
32
March 3, 2026

We're On Our Own: Academic Integrity through AI Resilience

Craig and Rob kick off this episode with a deep dive into Claude's Constitution — the 84-page document Anthropic released to explain how Claude is governed. The document lays out a four-part hierarchy of priorities: be broadly safe, be broadly ethical, follow Anthropic's guidelines, and be genuinely helpful — in that order. Craig walks through the key language, and both hosts zero in on the uncomfortable questions it raises. Who gets to define "broadly ethical"? Whose values count? Craig points ...
31
Feb. 16, 2026

Students Are Confused About AI and It's Our Fault (with Dr. Bette Ludwig)

Dr. Bette Ludwig spent 20 years in higher ed working directly with students before leaving to build something different — a Substack (AI Can Do That), a consulting practice, and most recently, the Socratic AI Method, an AI literacy program that teaches students how to think critically alongside AI while keeping their own voice intact. That last part is the hard part. Craig opens with the question that drives the whole episode: Socratic dialogue requires you to already know enough to ask good q...
30
Feb. 2, 2026

Human-AI Collaboration: Outsourcing vs Offloading and the Rise of Co-Produced Cognition

Recording from the Deep Freeze: Craig broadcasts from snow-covered north Louisiana (running on generator and Starlink!), where AI helped him MacGyver a propane tank solution involving ratchet straps, a plastic bucket, and a shop light. Welcome to the wild world of practical AI applications. Featured Topics Oboe.com: The Future of Self-Directed Learning? Craig and Rob explore Oboe (oboe.com), a free AI-powered platform that creates customized courses on virtually any topic in minutes. Craig dem...
29
Jan. 14, 2026

Confronting Higher Ed's Grade Economy: A Call to Action on AI

Welcome to another episode of AI Goes to College, the podcast where Craig and Rob break down what’s really happening with Generative AI in higher education. In this episode, Rob shares a professional update and the hosts dive straight into a candid conversation about the urgent need for action when it comes to embracing and experimenting with AI in the classroom. Forget waiting for the “perfect plan.” Craig and Rob encourage faculty and academic leaders to start doing, iterating, and learning as...
28
Dec. 22, 2025

Building Resilience in the AI Era: What Faculty Need to Know (Live from ICISER)

Episode Description Join Craig and Rob for the very first live stream of AI Goes to College, recorded at the International Conference on Information Systems Education Research Workshop. In this special episode, we explore how generative AI is fundamentally changing knowledge work, starting with our own field of Information Systems as the "canary in the coal mine." Craig shares his surprising experience with vibe coding—creating deployable web applications and productivity tools in hours rather...
27
Nov. 24, 2025

AI, Friction, and the Future of Teaching and Learning: Lessons from Gemini 3

Are you ready to rethink how AI is shaping higher education? Join Craig and Rob in episode 27 of AIGTC as they dive into the recent agentic shift in AI models like Google’s Gemini 3—and what this means for students, faculty, and the future of learning. In this thought-provoking conversation, Craig shares his unsettling experience with Gemini 3’s “agentic” behavior, where AI takes the reins with minimal user input—even when that’s not what the user asked for. The hosts examine how this frictionl...
26
Oct. 28, 2025

Creating the Classroom of Tomorrow: Stephen Fitzpatrick Discusses Generative AI

Are you an educator navigating the new world of generative AI, or a college faculty member wondering how your incoming students are being shaped by technology? Join hosts Craig and Rob on this episode of AI Goes to College as they sit down with Stephen Fitzpatrick—a veteran secondary school history teacher, debate coach, and leading voice on AI in education—to explore how artificial intelligence is fundamentally transforming the classroom experience, from high school to higher ed. Stephen share...
25
Sept. 22, 2025

Context rot, AI over-hype and an intriguing, hilarious video

Welcome to another episode of "AI Goes to College," where hosts Dr. Rob Crossler and Craig dive into the ever-evolving landscape of artificial intelligence in higher education. In this episode, they kick things off with a lighthearted look at the viral, AI-generated parody "Redneck Star Trek," using it as a springboard to discuss the rapidly advancing capabilities of AI video creation and what this means for both educators and students. Rob and Craig explore the implications of AI tools making ...
24
Aug. 13, 2025

AI Confessions, Energy Costs and Vibe Coding in Academia

Episode Overview: In this episode, hosts Craig and Rob discuss the evolving landscape of AI in academia, research ethics, and the surprising environmental impact of AI technologies. They also test-drive AI vibe coding, discuss agentic AI, and share practical advice for instructors, researchers, and students navigating a fast-changing technological world. As a bonus, listen to how a border collie would explain epistemic injustice! Key Topics & Takeaways 1. Academic Honesty & AI ("AI Confession...
23
July 22, 2025

The Future of Entry-Level Employment in a Post-AI World

In this episode, Craig Van Slyke and Robert E. Crossler tackle a growing concern in higher education: how are students really using AI in their learning? Sparked by an article from the Neuron newsletter, they discuss how many students are using AI tools superficially – what they call "brain rot" – instead of engaging deeply with their coursework. The hosts argue that this shallow engagement with AI could seriously impact students' ability to learn and retain information. The conversation then s...
22
June 11, 2025

AI's Disruption: What It Means for Knowledge Workers and Higher Ed

The recent discussion between Craig Van Slyke and Robert E. Crossler centered around the alarming prediction from Anthropic's CEO regarding the potential displacement of up to 50% of entry-level knowledge work positions within the next five years due to advancements in generative AI. This assertion prompts a critical examination of the implications for higher education, particularly concerning the preparedness of graduates entering an increasingly automated workforce. Both hosts express skeptici...
21
May 13, 2025

The Ethical Use of AI in Academia: A Conversation with Carlos I. Torres

Imagine walking into a classroom where AI isn't the elephant in the room - it's a welcomed partner in learning. That's exactly what's happening in Carlos I. Torres's information security classes at Baylor University. Instead of joining the chorus of educators crying "Ban AI!" Torres is asking a more intriguing question: What if we taught students to dance with artificial intelligence rather than fight against it? In this fascinating discussion, Torres pulls back the curtain on his groundbreakin...
20
April 22, 2025

Of Syllabi, Spells, and Structured Prompts: AI for Fall Teaching

This podcast episode elucidates the necessity for higher education professionals to cultivate a comprehensive understanding of generative artificial intelligence (AI) and its implications within the academic sphere. We, Craig Van Slyke and Robert E. Crossler, alongside our esteemed co-author France Belanger, delve into practical anecdotes regarding the integration of AI tools, such as ChatGPT, into pedagogical practices. Through illustrative narratives, we highlight both the advantages and limit...
19
March 4, 2025

AI's Impact on Critical Thinking, the Talent Pipeline, and Academic Research: Implications for Higher Education

In a timely discussion, Craig Van Slyke and Robert E. Crossler discuss the latest advancements in generative artificial intelligence, with a particular focus on the unveiling of Claude Sonnet 3.7. This development has prompted a wave of excitement and speculation regarding its implications for the future of programming. The hosts articulate their observations on how this model could revolutionize the way coding is approached, potentially rendering traditional entry-level programming roles obsole...
18
Feb. 4, 2025

Writing, AI, and the Transactional Trap: Rethinking Learning in Higher Ed

In this wide-ranging discussion, Craig Van Slyke and Robert E. Crossler explore recent AI developments and tackle the fundamental challenges facing higher education in an AI-enhanced world. They begin by examining GPT Tasks, highlighting practical applications like automated news summaries and scheduled tasks, while sharing personal experiments that demonstrate the importance of playful exploration with new AI tools. The conversation then turns to Gemini's new fact-checking features, with impor...
17
Jan. 6, 2025

Is AI the Future of Learning or the Death of Education?

AI hallucinations, or confabulations, can actually foster scientific innovation by generating a wealth of ideas, even if many of them are incorrect. Craig Van Slyke and Robert E. Crossler explore how AI's ability to rapidly process information allows researchers to brainstorm and ideate more effectively, ultimately leading to significant breakthroughs in various fields. They discuss the need for a shift in how we train scientists, emphasizing critical thinking and the ability to assess AI-genera...
16
Dec. 2, 2024

Navigating the AI Landscape: Essential Tools for Higher Education Professionals

This episode of AI Goes to College discuss the practical applications of generative AI tools in academic research, focusing on how they can enhance the research process for higher education professionals. Hosts Craig Van Slyke and Robert E. Crossler discuss three key tools: Connected Papers, Research Rabbit, and Scite_, highlighting their functionalities and the importance of transparency in their use. They emphasize the need for human oversight in research, cautioning against over-reliance on A...
15
Nov. 18, 2024

AI detectors, amazing slides with Beautiful AI and Gemini as an AI gateway

Generative AI is reshaping the landscape of higher education, but the introduction of AI detectors has raised significant concerns among educators. Craig Van Slyke and Robert E. Crosler delve into the limitations and biases of these tools, arguing they can unfairly penalize innocent students, particularly non-native English speakers. With evidence from their own experiences, they assert that relying solely on AI detection tools is misguided and encourages educators to focus more on the quality o...
14
Oct. 22, 2024

Google NotebookLM and Our AI Toolkits

Craig and Rob dig into the innovative features of Google's Notebook LM, a tool that allows users to upload documents and generate responses based on that content. They discuss how this tool has been particularly beneficial in an academic setting, enhancing students' confidence in their understanding of course materials. The conversation also highlights the importance of using generative AI as a supplement to learning rather than a replacement, emphasizing the need for critical engagement with th...