Deep Dive: Who’s Really Winning the Everyday AI race in Higher Ed?

Olivia Carter

So, generative AI—it feels like we’ve hit this turning point, right? It’s not just a research tool anymore. Students are using it to write papers, faculty are using it to create lesson plans. It’s like, everywhere on campus, replacing all these small, overwhelming tasks we used to just struggle through.

Mark Putnam

That’s true. What we’re witnessing now is the shift from AI being a specialized tool—something you'd use in labs or research centers—to being… well, ubiquitous. It’s becoming part of the everyday workflows for writing, analysis, even collaboration. But with that, there’s a unique tension higher education has to address.

Olivia Carter

Yeah, the tension being privacy, right? And accessibility. Like, just because tools are out there doesn’t mean campuses can actually roll them out at scale. Especially when budgets are tight and laws like FERPA make compliance non-negotiable.

Mark Putnam

That's right. Institutions have to carefully evaluate these platforms. It’s not just about, “Do they work?” It’s, “Can they work within our systems seamlessly and affordably?”

Olivia Carter

Right. And on top of that, they’ve gotta be easy to use. Like, students won’t wrestle with clunky interfaces or tools that feel… outdated compared to what they're already using on their own.

Mark Putnam

Exactly. Ease of use might sound trivial in an academic setting, but it really determines whether these technologies actually enhance productivity or become an additional hurdle. The best platforms won’t just be powerful—they’ll strike a balance between capability, usability, and compliance.

Olivia Carter

Okay, but which platforms actually pull that off? That’s the question we’re diving into. Who’s really getting it right in this race to dominate generative AI in higher ed?

Mark Putnam

Well, there are three primary contenders here—Microsoft with its Copilot, OpenAI’s ChatGPT, and Google’s Gemini. Each is taking a very different approach to addressing the needs of higher education. But let’s start by looking at Microsoft and their attempt to integrate AI into existing bundles of services.

Mark Putnam

Microsoft's approach is intriguing because they’ve embedded it right into their existing enterprise agreements. For institutions already using Office 365, it’s designed to integrate seamlessly, at least in principle. But how well does it actually deliver on that promise?

Olivia Carter

Okay, but what does “on paper” mean? Like, is it really that seamless?

Mark Putnam

Not exactly. Even though the privacy protections are strong—since they’re baked into Microsoft’s enterprise structure—the actual functionality for academic users comes up short. For instance, restrictions on file uploads and limits on document size really dampen its potential for academic work. Imagine trying to analyze a hundred-page thesis or upload course materials. With Copilot, that's a challenge.

Olivia Carter

Oh, so it's kind of like, you have the tool, but it’s not built for the way campuses actually... function?

Mark Putnam

Exactly. It feels like it was designed more for corporate environments where privacy and document size restrictions are less of a day-to-day concern. For students and faculty, those are roadblocks, not just inconveniences.

Olivia Carter

And then there’s the cost, right? I heard that Office 365 Copilot licenses for students aren’t included—even when faculty already have them?

Mark Putnam

That’s right, and it’s a significant issue. Unlike other enterprise tools that often get bundled for widespread use, students are left out with Office Copilot unless campuses spend extra on additional licenses for them. So, while administrators might see potential in the platform, these limitations really curb its accessibility at scale.

Olivia Carter

Hmm. So it’s almost like Microsoft is saying, “Here’s a solution,” but they’re not actually solving the problem for education specifically.

Mark Putnam

That’s a fair way to put it. They’ve built an enterprise-grade product, no doubt about that. But for higher ed? It doesn’t translate well into something students and educators can truly rely on for everyday academic needs. And, it's too pricey.

Olivia Carter

You know, after hearing about the hurdles with Copilot on campuses, it makes me think about solutions like ChatGPT. Personally, I feel like it’s the gold standard when it comes to, like, reasoning and adapting to individual users. But, I mean, how practical is it for something like a college campus?

Mark Putnam

You’re absolutely right that OpenAI’s ChatGPT is unmatched in its reasoning capabilities. It’s exceptional when it comes to generating content, analyzing complex ideas, or even mimicking a specific tone or style. For individual users, it’s incredibly effective, and its in-memory personalization features—

Olivia Carter

Oh, the way it like, learns how you write?

Mark Putnam

Exactly. It’s a game-changer in that sense. Over time, it starts to anticipate what you’re looking for or how you phrase things, making it a really powerful tool for things like crafting formal documents or brainstorming projects.

Olivia Carter

So, it’s perfect for, like, students who need a writing assistant. But it feels like there’s always a "but" when it comes to actually deploying these tools on a campus level?

Mark Putnam

There is, and with ChatGPT, the challenges revolve around institutional deployment. Sure, OpenAI has made strides in features like customization and web browsing, but there are still significant barriers. For one, there’s no seamless integration with existing student identity systems like single sign-on—or SSO—which is crucial for higher education environments. To get those features, you must buy an enterprise subscription.

Olivia Carter

So it’s, like, a logistical nightmare?

Mark Putnam

In many ways, yes. Combine that with privacy concerns—FERPA compliance, for example—and you’re looking at lengthy, complicated negotiations between institutions and OpenAI. For smaller or budget-conscious campuses, that process can be prohibitive.

Olivia Carter

And that’s on top of… what? Like, the fact it doesn’t really work for things like live searches?

Mark Putnam

That’s another limitation. ChatGPT’s custom bots are incredibly powerful but also siloed. They don’t have real-time search capabilities, which means they’re less dynamic as learning tools. For something like responding to real-time questions students might have from a class discussion or news articles? It falls short.

Olivia Carter

Okay, so amazing for individuals, but as a campus-wide tool? Not there yet.

Mark Putnam

Exactly. It shines as a personal assistant but lacks the scalability and seamless integration required to truly be an institutional platform.

Olivia Carter

Alright, so if ChatGPT isn’t quite ready for institutions, what about Google’s Gemini? It might not be as flashy, but isn’t it quietly stealing the spotlight in terms of practical deployment?

Mark Putnam

That’s a fair assessment. Google Gemini trades a bit of the glitz you see with other tools for something arguably more important in higher education: accessibility and fit. You see, Gemini and its companion, Notebook LLM, are included with Google Workspace for Education, which many campuses are already using. This means students and faculty get access without their institution needing to pay anything extra.

Olivia Carter

Wait, no additional cost at all?

Mark Putnam

None. It’s bundled under what most institutions are already licensing, which lowers the barrier to entry significantly. And because it’s powered by Google Search, Gemini provides real-time, web-enhanced responses that are highly accurate and up-to-date, without needing plugins or extra tools.

Olivia Carter

Okay, that’s really practical. But when it comes to functionality beyond basic Q, does it… step things up at all?

Mark Putnam

Definitely. One standout is Notebook LLM, which allows faculty and students to build custom-trained chatbots. For instance, an instructor can take course readings or lecture notes and create a bot specifically tuned to that material. This lets students ask targeted questions—almost like having an on-demand tutor tailored to their class.

Olivia Carter

That’s actually super useful. Like, instead of digging through a huge textbook, you could just, what, ask the bot for the cliff notes?

Mark Putnam

Exactly. It’s a huge time-saver and helps students engage with material in a way that’s proactive and interactive. But there’s another feature that’s flying under the radar: the “Create Podcast” tool.

Olivia Carter

Oh, I’ve heard about this!

Mark Putnam

Yeah. With Notebook LLM, students can upload course readings or notes and generate personalized audio summaries. It’s perfect for reviewing material on the go—walking across campus, commuting, or even at the gym. This kind of versatile learning is something students are really responding to.

Olivia Carter

So, it’s not just about having an AI assistant—it’s like Google’s building this whole ecosystem that fits into how students and faculty actually work.

Mark Putnam

That’s a great way to put it. Google isn’t just trying to check boxes for AI capabilities. What they’re creating is an integrated ecosystem that meets the unique needs of higher education—scalable, user-friendly, and already in place for most campuses.

Olivia Carter

Mark, hearing how well-integrated Google Gemini is with higher education is impressive. But stepping back for a moment, you’ve had hands-on experience with this and other platforms. What’s your verdict—who’s really leading the pack here?

Mark Putnam

Well, from my experience and conversations with colleagues, there’s a clear ranking in terms of how these platforms cater to higher education. Google’s Gemini is easily at the top—not necessarily because it’s the flashiest, but because it’s the most balanced. It addresses the needs of students, faculty, and institutions in ways that feel seamless and accessible. And it’s included for campuses already using Workspace for Education, which is difficult to beat.

Olivia Carter

Right. And then OpenAI’s ChatGPT? I mean, it’s obviously super powerful, but…

Mark Putnam

But less practical at the campus level. Don’t get me wrong—ChatGPT is still the gold standard for individual users. Its reasoning and language capabilities are unmatched. But when you try to scale that to an institution, the barriers—cost, integration, privacy—start to pile up. It’s a brilliant tool, but not a comprehensive platform for education just yet.

Olivia Carter

Which leaves Microsoft’s Copilot in third place.

Mark Putnam

Exactly. While Copilot is a solid enterprise product, it feels like it’s still evolving when it comes to higher ed. Limited functionality, added costs for student licenses, and usability issues hold it back. It’s designed more for corporate environments than academic ones.

Olivia Carter

So, if you’re a university deciding where to invest, the answer’s pretty clear?

Mark Putnam

It seems so, at least for now. But this is such a fast-moving space. Institutions should keep watching how these platforms evolve in terms of integration, cost-effectiveness, and usability, because those factors will determine which one emerges as the leader down the road.

Olivia Carter

So, Mark, given how fast things are evolving and the challenges campuses face, if we had to boil this all down to one big takeaway, what would it be?

Mark Putnam

I’d say it’s this: the best AI platform for higher ed won’t just be powerful or cutting-edge. It’ll be something that supports everyone on campus—students, faculty, staff—equitably, affordably, and intuitively. It has to meet them where they are, and fit seamlessly into their workflows.

Olivia Carter

And that’s what campuses need to keep in mind when deciding where to invest, right? It’s all about figuring out what really fits their culture, budget, and long-term goals.

Mark Putnam

Exactly. AI will continue to evolve at a rapid pace, and the decisions institutions make today will shape how they adapt to this technology tomorrow. But the focus should always be on creating opportunities and minimizing friction—for everyone.

Olivia Carter

Of course. And for any listeners wondering what their campus should prioritize, now’s the perfect time to reflect on those needs and start conversations about them.

Mark Putnam

Absolutely. And we’ll continue to keep an eye on these platforms as they evolve, because this race is far from over.

Olivia Carter

Totally. So, on that note, if you want to stay ahead of the curve with more insights on leadership and technology in education, don’t forget to subscribe and join us next time. Mark, great talking with you as always.

Mark Putnam

Likewise, Olivia. Always a pleasure.

Olivia Carter

And that’s all for today, folks. Take care!