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From grading papers to decoding jargon, here are some ways people are putting AI to work

NEW YORK (AP) — Artificial intelligence is permeating workplaces, changing the nature of jobs of every stripe.

Teachers are using it to create lesson plans and grade papers. Marketing professionals are harnessing it to work a room and learn about the needs of potential clients. Product managers are asking AI to serve as an interpreter when technical conversations went over their heads in meetings.

Some people who employ AI tools are concerned that widespread use of the technology could erode critical thinking skills, especially among children. They also caution that AI-assisted work needs to be checked carefully because the tools have been known to hallucinate and make mistakes.

Here are some ways that people with a range of jobs use artificial intelligence to save time and generate ideas.

Unpacking jargon

One creative way Kristin Moore, a technical product manager at PERQ, a digital marketing platform for property management companies, uses AI is to help ensure she understands her colleagues’ technically advanced conversations. If she’s in a meeting and engineers talk through a topic in a way that she doesn’t grasp, she can upload the recorded conversation through Claude, AI assistant built by Anthropic, and ask it to summarize what she needs to do to follow up.

“It picks up on all of that terminology that I don’t understand, and it can simplify it into something that I can consume,” Moore said.

She also asks the AI tool to read through emails, support tickets, recorded meetings and conversations to determine what her clients would like her company to build.

“It’s definitely freed up hours and hours of my week,” Moore said.

Grading papers

Kyle Weimar, an elementary school teacher for Charter Schools USA, serves as coordinator of a Florida school’s multi-tiered support system, a position that involves creating plans to help children performing at the bottom 20% of the student population.

In that role, he uploads test scores, report cards and health information into his school district’s AI tool. Then he asks it before meetings to help brainstorm what the district can do to help each child.

Weimar has also used AI to grade papers. He says he can upload 100 to an AI agent, give it a scoring guide, and let it grade and give students instant feedback. “I can do that in 30 minutes, whereas it would have taken me a week before,” he said.

Teachers are really overwhelmed with work, “so any tools that we can use to make that a little bit more viable, we’re really excited about using,” Weimar said.

Working a room

Ashley Smith, head of marketing at HireQuest, a staffing and recruiting company with about 400 franchises, used Claude to build a dashboard that analyzes website traffic data and social media trends. It reports what the HireQuest’s followers are reacting to or ignoring, and Smith uses the information to inform franchisees about how to win more business, she said.

When members of her sales team attended a huge manufacturing trade show recently, she asked them to take screenshots of the companies they wanted to pursue. She uploaded the images to an AI platform and prompted it to build a list including company names and, based on press releases and stock reports, insights on what their staffing needs might be over the next 18 to 24 months.

The hours Smith said she saved by handing off that research task to AI let her spend more one-on-one time with her franchisees.

“AI has not replaced anything. It’s only expanded what we’re able to offer to our franchisees,” Smith said. “It allows us to do things that, candidly, we just weren’t able to deliver even as short as two years ago.”

Rebranding the Brawny paper towel man

A design leader at Georgia Pacific, the pulp and paper company that makes Dixie cups, Quilted Northern toilet paper and other consumer products, says he uses AI to create quick visuals. When brainstorming how to modernize the Brawny paper towel brand, for example, Andrew Markle said his team asked AI to depict what the man shown on their packaging would look like with a longer or shorter beard.

Using AI helped people on the team review ideas more quickly, and the tool also offered predictions for how target consumers might respond, Markle said.

“It’s not replacing the creative eye of what’s good and what’s appropriate for our business,” Markle said. “Ultimately, we knew we were going to partner with our ad agency. We have an illustrator that’s going to do the final vision.”

Creating quizzes to help learn material

Kenneth Lynch, a special education coach in Tulsa, Oklahoma, teaches developmentally disabled students life skills to help them live independently. He uses AI to develop quizzes as learning materials. For example, when he was working with a student who wanted to pursue automotive work, Lynch uploaded a book of mechanical instructions to an AI tool that generated quizzes for each chapter.

He is more reluctant to trust AI when it comes to soliciting guidance on psychological conditions. “When I look up different types of diagnosis and try to connect comorbid diagnoses together, it really struggles with understanding how those fit together,” Lynch said.

Preparing for meetings and drafting emails

Ravi Pendse, the University of Michigan’s chief information officer, has used AI to prepare for meetings by asking the tool to predict what questions he might get asked.

“It has made me a lot more efficient,” Pendse said. “It gives me more time to focus on my own mental health and wellness.”

The University of Michigan also created an AI tutor that professors can tailor to help students with coursework material around-the-clock, he said. But Pendse is mindful to use AI responsibly.

“We all should be thinking about how we ensure that AI does not erode our critical thinking skills, especially those of our children,” Pendse said. “As we grew up, we learned from our mistakes. We wrote bad papers, and we got better.”

One way that Bob Jones, the university’s assistant vice president of emerging technology and support services, uses AI is making sure his emails are succinct enough for the intended audience.

“If I’m communicating about a particularly sticky topic, I want to make sure that I’m neutral and thoughtful,” Jones said. “So the idea of really assessing how I’m presenting myself, AI is really good at that.”

Understanding customer needs

The marketing director at SumnerOne, a company that delivers printers, copiers, and IT services, asks her AI tool to help create email campaigns, social media posts and slide decks. Natalie Blythe said she also uses it to help understand her ideal customers.

For example, when aiming to sell printing services to universities, she asked chatGPT, an AI tool created by OpenAI, to create a probable demographic profile of an admissions director at a university. Then she asked it to predict what the director’s top five problems might be and to identify ways her company’s products could help solve them.

“When it first started up, I was in the camp of, ‘Oh my God, this is the end for us,’” Blythe said about the early days of AI. But rather than just fear it, she dug in and started learning.

“The efficiencies gained out of it have been tremendous,” she said.

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Share your stories and questions about workplace wellness at cbussewitz@ap.org. Follow AP’s Be Well coverage, focusing on wellness, fitness, diet and mental health at https://apnews.com/hub/be-well

Grandfather recovering from surgery after bison attack at Yellowstone sent him flying

(CNN) — What started as a yearly trip for a grandfather and his grandson turned into a visit to a Montana hospital after a bison attack at Yellowstone National Park.Carl McDaniel, 65, was hospitalized with a broken femur after a bison charged and tossed him into the air Friday evening at the park’s Bridge Bay Campground, according to McDaniel and the National Park Service.He was visiting the park with his 13-year-old grandson when they decided to take a walk after dinner.Along the way, they encountered a large bison that appeared to be rolling around in the dust and was not bothering anyone, McDaniel told CNN.“We were about a hundred yards away,” McDaniel said. “He was not aggressive; he was not having problems and we took some pictures and decided to walk on.”McDaniel and his grandson snapped a quick photo and continued with their walk, video of the encounter shows. At the same time, a truck drove by, and the driver laid on his horn in what appeared to be an attempt to get the bison to move, McDaniel said. There is no audio on the video.The bison then appeared to become agitated and began running toward the pair.“There was little time to decide what to do. At that point, he was within 100 yards; he could be to us in seconds, so I told my grandson to run in one direction and I went the other to try and draw him away,” McDaniel said.The animal then pushed McDaniel with the top of its head, sending him flying into the air before he hit the ground, the grandfather said.“When I was on the ground immobile, unable to move, he was right on top of me. He could have stomped on me, he could have gored me, he could have done almost anything to take my life, and he did not do so,” McDaniel said.After McDaniel hit the ground, photographer Mike MacLeod, who captured the encounter on video, had to step in, he told Cowboy State Daily.“I was really afraid he was going to gore the guy on the ground, so I stopped videotaping and ran at the bison, yelled loud, and was trying to be as big and intimidating as possible,” MacLeod said.After the bison took off, people rushed over to McDaniel, who was in a lot of pain, MacLeod told Cowboy State Daily. Yellowstone EMS arrived soon after, he said.“Park emergency medical personnel responded and transported him to a nearby hospital,” the National Park Service said in confirming the incident in a statement to CNN.This is the second bison attack at Yellowstone this year. A 12-year-old was injured near Mud Volcano on June 26, according to the agency.After Friday’s attack, “all the people that were there were amazing; they were all positive, they were trying to help as best they could,” McDaniel said. A nurse started tending to his leg, while another bystander held his head.He was then transferred to a hospital in Bozeman, a two-hour journey during which he was in intense pain. He said he was grateful for the paramedic who helped him along the way.McDaniel broke his femur, the body’s strongest bone, in four places near his hip and suffered several bruises. He had surgery Sunday and could stand by Monday.“I will be doing physical therapy for the next few days to get to walk, but it was not as catastrophic as it could have been,” McDaniel said.The National Park Service advises visitors to stay at least 25 yards away from bison at all times and to never approach the animals. “If the bison follows you, spray bear spray as you are moving away, and seek cover behind nearby trees or cars,” the agency said.Correction: An earlier version of this story understated how far visitors should stay away from bison. The National Park Service advises visitors to stay at least 25 yards from them.The-CNN-Wire™ & © 2026 Cable News Network, Inc., a Warner Bros. Discovery Company. All rights reserved.
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