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Before you panic, keep in mind that these findings include careers in which AI can help employees do their work faster and better. The McKinsey report projects that generative AI and related technologies could “automate work activities that absorb 60 to 70% of employees’ time today.” Change is likely coming sooner than you might think: The report estimated that between 2030 and 2060 “half of today’s work activities could be automated.” Many see a productivity boom in the labor market on the horizon, even if it’s not imminent.

While AI technologies should absolve us of some of the drudgery of work — think automating the writing of evaluations and reports or creating a PowerPoint presentation — we’ll all need to prepare for a new workplace. That doesn’t necessarily mean becoming a robotics engineer or data scientist though.

“There are durable skills students need, even without AI, to be successful in the workplace: the ability to think critically, to problem-solve, to access information and to work in teams,” explains Alisa Fleming, PhD.

As the director of Institutional Assessment for ���۴�ý, Fleming tracks University-level durable skills attainment across student and alumni populations. “When you add AI into the picture, these durable skills become more important because you use them when working with ����.”

Mary Elizabeth Smith, the director of Learning Innovation and Strategy at UOPX, explains, “As the University examined emerging research to define the skills students need to effectively leverage generative AI, we found that these were primarily durable skills. So, it is actually durable skills that form the foundation of our new course, CSS/201 Generative AI in Everyday Life.”

The class inculcates durable skills like creativity, ethical reasoning and adaptability to more effectively use generative AI, Smith says. “Creativity drives innovation, enabling individuals to push boundaries and optimize AI tools as routine tasks become automated,” she explains. “Ethical reasoning ensures responsible use of AI, preventing biased or unintended outcomes while aligning decisions with societal and organizational values. Adaptability and lifelong learning are key for keeping pace with rapid advancements in AI, empowering individuals to stay current with new tools and techniques. By focusing on these skills, the course equips students to harness the power of generative AI responsibly and effectively in their personal and professional lives.”

Smith adds that developing these skills within the framework of a for-credit, undergraduate elective course speaks to working adults who want to learn how to leverage the benefits of AI but who also appreciate the safety net provided by a college-level class. They can optimize their experience with an emerging technology through an instructor-led environment.

“While we’ll offer other pathways for learning, this course provides a structured, supportive space to learn foundational skills,” Smith says.

Additionally, skills-aligned courses like Generative AI in Everyday Life are likely to become increasingly necessary for students who also wish to stay competitive in rapidly changing workplaces. If AI can boost productivity, after all, learning to leverage it effectively can play a role in career development.

“You need digital fluency, some level of technical skill to retrieve that information,” Fleming says. “It requires critical thinking to write a prompt and to evaluate what it delivers. Is the information accurate? Is it free from bias? Does it provide me with sources?”

Important, too, is confirming that no confidential or personally sensitive information is at risk and that any content that’s generated doesn’t violate copyright laws.

Communication, both oral and written, will always remain a core competency for any workplace. But not everyone is a gifted writer or speaker. Generative AI has tremendous potential for quickly drafting professional communication of all kinds, as well as texts, social media posts and even greeting cards.

UOPX is also looking at ways to use AI to better understand the unique needs of learners as they move through their courses — while keeping critical human interaction in place.

Smith adds that, for adult learners, a powerful feature of generative AI is its ability to act as a personal tutor on any subject, including creating a customized learning plan. While this is still experimental (UOPX doesn’t offer AI tutors, per se), it does open the door to exciting possibilities for individuals who are familiar with and willing to explore how AI can help them learn.

“Let’s say you want to get better at writing clear and professional emails,” Smith says. “You might enter the following prompt: I often struggle to write professional emails that are clear and to the point. Can you help me create a four-week plan to improve? I have 20 minutes each day to practice.”

Such a prompt provides enough context for generative AI to create a tailored plan for you, Smith says.

“AI can also simulate real-world situations, like helping you craft an email to request feedback or communicate a deadline,” she adds. “Along the way, it can provide feedback on tone, word choice and structure, and even suggest specific improvements.”

Fleming acknowledges the fears and skepticism surrounding AI, and wonders if a lack of understanding about artificial intelligence is partly to blame. “It’s constantly evolving and there’s so much to know, it can be overwhelming,” she says. “But people are always going to be needed; that’s the key. AI should assist and complement what we do. We’re still going to need people who are creative, who can think critically and who can problem-solve.”

To Smith’s mind, the future of generative AI is exciting, with endless possibilities for creativity, personalization and transformation. “It will be like teaching a computer to create almost anything for you — whether it’s writing, designing images or even composing music — and it’s going to reshape how we work and interact,” she says.

You bring the durable skills like creativity and adaptability, in other words, and AI will bring a potentially broader, more colorful, more personalized world.

If you’re curious about how to optimize the benefits of AI, you’re not alone. One way to learn more may be through ���۴�ý’s undergraduate course, Generative AI in Everyday Life, which offers both foundational knowledge and hands-on experience with AI tools.

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