AI in Class: Learning or Just Copying?

A Local Debate Over How Students Use New Tools

In Bakersfield, the conversation around artificial intelligence is shifting from novelty to everyday reality in the classroom. At Cal State Bakersfield, the NextTech Kern 2025 event brought together educators, technology leaders, and students to examine how AI is influencing learning, employment, and even cybersecurity. The focus was not simply on what the technology can do, but on how students should use it in ways that actually support understanding rather than replace it.

The discussion reflects a growing tension in education: AI can help students learn faster and work more efficiently, but it can also become a shortcut that undermines the purpose of class assignments. That tension sits at the heart of what local professors say they are now trying to address directly.

How CSUB Is Approaching AI in the Classroom

Faculty members at CSUB are not treating AI as something to ban outright. Instead, they are trying to teach students how to engage with it thoughtfully. Part of that effort includes surveys designed to measure how well students understand the technology, how often they use it, and whether they can recognize responsible versus irresponsible use.

For Maruti Mishra, an assistant professor of psychology, one of the first challenges was simply awareness. She found that many students did not really know how to use AI tools effectively or ethically, which led her to devote class time to explaining both proper use and misuse.

“My first goal was to actually have a class session where I showed them exactly how to use it — and how not to.”

That approach suggests a broader educational shift: instead of assuming students already understand these systems, instructors are beginning to treat AI literacy as a skill that has to be taught.

The Concern: Convenience Without Learning

A more troubling side of the issue emerged from the experience of Anjana Yatawara, a statistics professor at CSUB. She said most of her students are already using AI in some form, but not always in a way that helps them learn. In some cases, students reportedly paste questions directly into a tool, receive an answer, and move on without engaging with the material.

That concern gets to the core of why the issue matters. If AI becomes a replacement for reasoning, writing, or problem-solving, then students may complete assignments more quickly while learning far less. The technology may produce an answer, but it cannot substitute for the process of building understanding, judgment, and academic discipline.

Ethics, Attribution, and Transparency

The professors involved emphasized that transparency is essential. Students should acknowledge when they use AI, cite sources appropriately, and avoid presenting machine-generated work as entirely their own. In that sense, the challenge is not only technical but ethical. Schools are being pushed to define what honest academic use looks like in an era when AI tools are easy to access and increasingly capable.

The message from educators was not that students should avoid AI altogether. Rather, they argued that students need to learn how to use it as a support system instead of a substitute for original effort. Responsible use means understanding when AI can help brainstorm, explain, or organize ideas, and when relying on it too heavily begins to weaken learning.

Why It Matters for Bakersfield and the Central Valley

The Bakersfield focus is especially important for the Central Valley, where colleges and workforce programs are under pressure to prepare students for rapid technological change. A local event like NextTech Kern shows that the region is trying to position itself not just as a consumer of new tools, but as a place where students and professionals are actively learning how to work with them.

That has broader implications for local schools, employers, and future job seekers. As AI becomes more common across industries, from office work to data analysis and cybersecurity, students in Bakersfield will increasingly be judged not only on whether they can use these tools, but on whether they can use them responsibly and intelligently. Local higher education institutions are therefore taking on a dual role: teaching technical familiarity while also setting expectations for ethics and accountability.

Why the Technology Story Is Bigger Than the Classroom

The discussion also matters beyond education because it highlights a wider question facing society: will AI deepen human skill, or will it encourage dependency? What happens in classrooms often foreshadows what happens in workplaces. If students learn to treat AI as a tool for inquiry, revision, and support, they may be better prepared for a technology-driven economy. If they learn to treat it mainly as a shortcut, the long-term result could be weaker critical thinking and poorer professional habits.

In that sense, the Bakersfield conversation is not just about student conduct. It is about how communities adapt to a technology that is already reshaping how people learn, work, and make decisions. Programs like NextTech Kern suggest local educators want students to be ready for that future, but with a clear understanding that responsible use matters as much as technical ability.

Central Valley AI is produced by the CVAI Education Desk team and developed by Kaweah Tech, a regional firm that builds, deploys, and integrates AI solutions for businesses across California's Central Valley.

Source

https://www.turnto23.com/news/in-your-neighborhood/bakersfield/ai-in-class-learning-or-just-copying