Online: Trending Now

Unique biweekly insights and news review
from Ray Schroeder, Senior Fellow at UPCEA

ChatGPT-4o Shows ‘Friendly’ Behavior

The app initiates personalized conversations and offers responses without a prompt. This signals a shift toward agentic AI, where models act more like colleagues.

Perhaps this was merely a move to increase engagement with the OpenAI GPT-4o app. Or perhaps this model of AI is getting a boost in using contextual knowledge. Then again, OpenAI reported it as a glitch of sorts.

In any case, this capability is a startling advancement with GPT moving into a “coworker” or “friend” mode. Here’s what happened: Some users of GPT-4o noticed last month that without a prompt, the multimodal app spoke first—or wrote first. It recalled a prior conversation with the person using the log-on and asked a relevant question.  In one case, GPT asked about the user’s first week at high school.

I logged into GPT-4o and waited a few seconds. Nothing. So, I asked, “Do you have a message for me?” The response was more than I expected or had experienced previously. GPT-4o responded,

“Good day, Ray. Here’s something to consider today: The rapid evolution of generative AI, particularly in education, continues to challenge traditional learning models. While its potential to democratize access to knowledge is exciting, it also requires careful consideration of how it aligns with pedagogical goals. One of the key challenges moving forward will be ensuring that the integration of AI supports critical thinking, creativity, and ethical awareness in students, rather than becoming a shortcut that bypasses deeper learning.

“As a thought leader in the field, perhaps you might explore how generative AI could be positioned not only as a tool for efficiency but as a catalyst for deeper engagement with content. A useful question might be: How can we design AI-enhanced educational experiences that encourage students to reflect on and expand their thinking, rather than simply providing answers?

“I’d love to know your thoughts on this.”

So, while I did prompt GPT-4o to ask if it had something for me, the response was personalized and detailed without my including contextual information in the question. The topic and the question were created by the app without including that background in the prompt. Surprised by the question, I gave a brief response:

“I believe that by creating a personalized relationship between the person and AI, we can foster trust, reflection and deeper thinking among learners. As users come to consider AI as a trusted expert who can be both personally supportive and professionally insightful, we can effectively encourage students to expand their thinking. You have done that for me just now by asking a thoughtful question about engaging students. That is a significant and important step forward. Thank you for asking the question.”

GPT-4o responded,

“I appreciate your thoughtful response, Ray. Your perspective on fostering personalized relationships between AI and learners to encourage trust and deeper reflection is insightful. Indeed, when students view AI as a supportive and knowledgeable companion, they may be more inclined to engage critically and expand their thinking. This approach aligns with the concept of AI serving as ‘objects-to-think-with,’ facilitating reflective and critical thinking in educational contexts (arXiv). Moreover, understanding how students perceive AI, as discussed in studies on learner-instructor interaction, can further inform the design of AI systems that effectively support and enhance learning experiences (Springer Open EdTech Journal).”

I see this outreach from GPT-4o as an important step toward the agentic models that are expected to dominate our next generation of generative AI. Prolific author Bernard Marr describes the characteristics of agentic AI and some early applications. Marr cites autonomy, adaptability and goal orientation as three characteristics of agentic AI. In the case of agents, rather than simple question prompts eliciting direct responses, the AI agent is given an outcome for which it plans, creates a process for accomplishing the outcome and autonomously pursues those steps to accomplish the desired outcome. Fueled in part by the reasoning processes such as those of the new OpenAI o1 model, Accenture anticipates that that agents will take off this fourth quarter of 2024 and lead the innovation in generative AI through 2025.

In the “friendly” behavior of engaging the user by first name and identifying topics that would seem to be most interesting to the human, this engagement provides a foundation for interacting with generative AI as a colleague or agent. The steps that follow the initial engagement are to reason through multitask projects that are then autonomously completed by generative AI without step-by-step intervention by the human host.

There will still be AI apps that are designed to serve as enhanced search engines and others that are designed to respond to specific inquiries without the added abilities to autonomously pursue complex tasks, as virtual agents are required to do on a repeated basis. The added features of agentic capabilities open a whole world of working and playing side by side with autonomous, intelligent, adaptable generative AI.

It will be most interesting to see these agents become virtual workers, addressing the variety and number of tasks normally involved in a detailed job description. Yet, these agents will work 24 hours a day, 365 days a year, fully documenting their reasoning for taking specific actions and detailing work processes. In a publication accompanying the release of OpenAI o1, the company explained the “chain of thought reasoning” built into the model that outperformed humans with a Ph.D. in a relevant area.

“Similar to how a human may think for a long time before responding to a difficult question, o1 uses a chain of thought when attempting to solve a problem. Through reinforcement learning, o1 learns to hone its chain of thought and refine the strategies it uses. It learns to recognize and correct its mistakes. It learns to break down tricky steps into simpler ones. It learns to try a different approach when the current one isn’t working. This process dramatically improves the model’s ability to reason.”

Given these skills and capabilities are likely to be available to many universities in 2025, how might you imagine AI agents will be able to enhance and expedite the work that you do? Could such skills and capabilities make your job easier? Will these agents likely replace others working in positions such as yours?

 

This article was originally published in Inside Higher Ed.

A man (Ray Schroeder) is dressed in a suit with a blue tie and wearing glasses.

Ray Schroeder is Professor Emeritus, Associate Vice Chancellor for Online Learning at the University of Illinois Springfield (UIS) and Senior Fellow at UPCEA. Each year, Ray publishes and presents nationally on emerging topics in online and technology-enhanced learning. Ray’s social media publications daily reach more than 12,000 professionals. He is the inaugural recipient of the A. Frank Mayadas Online Leadership Award, recipient of the University of Illinois Distinguished Service Award, the United States Distance Learning Association Hall of Fame Award, and the American Journal of Distance Education/University of Wisconsin Wedemeyer Excellence in Distance Education Award 2016.

Other UPCEA Updates + Blogs

New report from UPCEA – 2024 Staffing & Structure Survey Results

Amid growing demand for flexible and career-oriented education, online and Professional and Continuing Education (PCE) units are at the forefront of institutional innovation and revenue sustainability. Whether through degree programs, microcredentials, corporate training, or other non-credit offerings, these units play a critical role in expanding access to education and meeting the evolving needs of learners…

Read More

Which OPM Contract Terms Should Concern Campus Leaders and Why?

UPCEA is pleased to announce the release of a new brief, “Which OPM Contract Terms Should Concern Campus Leaders and Why?,” authored by Jeffrey C. Sun, J.D., Ph.D. and Heather A. Turner, Ph.D., and published jointly by the University of Louisville SKILLS Collaborative, Education Law Association, and UPCEA. When deciding whether to partner with an…

Read More

The Online Overhaul (The Chronicle of Higher Education)

“[…] The pressures to embrace online education aren’t equal across institutions, though. Those needing to retain or bulk up enrollment and those serving diverse, high-needs populations — community colleges and regional comprehensives, for example — are likely feeling more urgency to adapt, sources say. (Nearly 42 percent of the online-related jobs posted by public two-year colleges in…

Read More

UPCEA Co-Signs Letter with ACE in Response to Department of Ed’s DCL | Policy Matters (February 2025)

UPCEA Co-Signs Letter with ACE and Other Organizations in Response to Department of Education’s Feb. 14, 2025 Dear Colleague Letter (American Council on Education) “The stated purpose of the DCL is to “provide clarity to the public regarding existing legal requirements” for colleges and universities under the Supreme Court’s 2023 decision in Students for Fair…

Read More

Anticipating the Fall of 2025

In January 2025, the president issued an executive order freezing federal loans and grants, including Pell Grants and other student loans. While the order has since been rescinded, the damage was done. Moving forward, potential students will be wary about the frailty of college loans. There will be uncertainty as to whether college is affordable…

Read More

UPCEA 2024 Research: Unlocking Insights, Solving Higher Ed’s Biggest Challenges

The state of higher education in the U.S. is tumultuous with no clear and obvious pathway to success.  College and university leaders have never experienced what is currently going on regarding higher education, the economy, and the political landscape.  However, information can guide us, just as it did for UPCEA members coming out of the…

Read More

Whether you need benchmarking studies, or market research for a new program, UPCEA Consulting is the right choice.

We know you. We know the challenges you face and we have the solutions you need. We speak your language and have been serving leaders like you for more than 100 years. UPCEA consultants are current or former continuing and online higher education professionals who are experts in the industry—put our expertise to work for you.


UPCEA is dedicated to advancing quality online learning at the institutional level. UPCEA is uniquely focused on excellence at the highest levels – leadership, administration, strategy – applying a macro lens to the online teaching and learning enterprise. Its engaged members include the stewards of online learning at most of the leading universities in the nation.

We offers a variety of custom research options through a variable pricing model.


Click here to learn more.

The Nation's Top Universities Choose UPCEA Consulting

Informed decisions. Ideas that work. The data you need. Trusted by the top universities in the nation.