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

Advertisement

Advertise with us

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

Read this article for free:


By clicking the button above, an account will be created and you will begin to receive some of our recommended newsletters. You may opt out of any newsletter by visiting your Email and Communication Preferences page or by clicking "unsubscribe" at the bottom of any email.

or

Already have an account? Log in here »

To continue reading, please subscribe:

Digital Subscription

One year of digital access for only $1.44 a week*

  • Enjoy unlimited reading on winnipegfreepress.com
  • Read the E-Edition, our digital replica newspaper
  • Access News Break, our award-winning app
  • Play interactive puzzles

*Billed as $5.77 plus GST every four weeks. After 52 weeks, price increases to the regular rate of $19.95 plus GST every four weeks. Offer available to new and qualified returning subscribers only. Cancel any time.

To continue reading, please subscribe:

Add Free Press access to your Brandon Sun subscription for only an additional

$1 for the first 4 weeks*

  • Enjoy unlimited reading on winnipegfreepress.com
  • Read the E-Edition, our digital replica newspaper
  • Access News Break, our award-winning app
  • Play interactive puzzles
Start now

*Your next Brandon Sun subscription payment will increase by $1.00 and you will be charged $17.95 plus GST for four weeks. After four weeks, your payment will increase to $24.95 plus GST every four weeks.

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.

(AP Illustration)
(AP Illustration)

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.

__

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

Report Error Submit a Tip

More Stories

Today’s horoscope

Georgia Nicols 4 minute read Preview

Today’s horoscope

Georgia Nicols 4 minute read Yesterday at 2:00 AM CDT

MOON ALERT: There are no restrictions to shopping or important decisions. The full moon peaks in Taurus.

ARIES (March 21-April 19)

Parents have to be patient with their kids. All of you have to be patient with others when discussing shared property, taxes, debt, inheritances, social occasions, and involvement with friends and groups. People are at odds with each other.

TAURUS (April 20-May 20)

Read
Yesterday at 2:00 AM CDT

Pharmacist fined for dispensing incorrect dosage

Erik Pindera 4 minute read Preview

Pharmacist fined for dispensing incorrect dosage

Erik Pindera 4 minute read Sunday, Oct. 25, 2026

A Winnipeg pharmacist has been fined for misconduct after dispensing a mistakenly high dose of an anti-psychotic, harming her patient.

Rumina Ishani was fined $3,500 and ordered to pay $5,000 in costs by the College of Pharmacists of Manitoba earlier this month, after pleading guilty to professional misconduct.

The college, in a written disciplinary decision, said the incident occurred on Aug. 12, 2025, at the Marion Street Shoppers Drug Mart where Ishani worked at the time.

She filled an aripiprazole prescription for a patient that day. The patient had first been given the anti-psychotic at that pharmacy in November 2023 at two milligrams a day for 30 days, and was again prescribed the drug in February 2025 at one mg/day, which was increased to two mg/day in March.

Read
Sunday, Oct. 25, 2026

MPI cuts off public parking downtown to prioritize staff mandated to return to office

Chris Kitching and Morgan Modjeski 5 minute read Preview

MPI cuts off public parking downtown to prioritize staff mandated to return to office

Chris Kitching and Morgan Modjeski 5 minute read Yesterday at 6:00 AM CDT

Some commuters who work in downtown Winnipeg are frustrated after finding out they’re losing access to monthly parking spots in lots owned by Manitoba Public Insurance.

The Crown corporation has acquired parking spaces, currently managed by Impark for its staff, and is adding desks and renovating some floors at its Cityplace headquarters to prepare for more employees to return to the office full time, sources told the Free Press.

MPI, which owns the Cityplace complex and parkades within the tower and at 266 Hargrave St., is eliminating daily parking and reducing the number of non-MPI monthly parkers to “prioritize” parking availability for employees who work at the headquarters, spokeswoman Kristy Rydz said.

The changes will come into effect Nov. 1 for the 266 Hargrave parkade and Dec. 1 for the Cityplace tower parkade. The lots will become card-access only.

Read
Yesterday at 6:00 AM CDT

Lula’s historic Brazilian election victory

Peter McKenna 5 minute read Preview

Lula’s historic Brazilian election victory

Peter McKenna 5 minute read 2:01 AM CDT

This was supposed to go down as one of the closest presidential elections in Brazilian history — until it wasn’t. In the end, 80-year-old leftist President Luiz Inácio (Lula) da Silva of the Workers Party bested (by some four million votes) Flávio Bolsonaro, the hard-right Liberal Party leader and senator, by a lopsided 3.5 per cent of the popular vote.

Speaking of Brazilian history, it rarely happens that the second-place finisher in the first round ends up winning the second, run-off contest in such a decisive manner. More significant, Lula has now won an unprecedented (non-consecutive) fourth term as an elected Brazilian president.

While Bolsonaro has waffled on making a concession speech (like his father in 2022), the writing on the wall shows clearly that he lost badly. He has evidently taken issue with a ruling by a justice of the Supreme Court that extended polling hours country-wide by an additional two hours in light of high voter turnout and other interruptions.

Flávio’s supporters, many galvanized around the “never Lula” camp, were desperate for change — even if it meant the kind of change that could turn Brazil on its head. So Lula resorted to one of the oldest political tricks in the campaign handbook — namely, using fear of an anti-democratic Bolsonaro to swing voters to his side (along with a host of last-minute announcements involving financial incentives to Brazilians). With a right-leaning Congress, voters were understandably worried that Flávio would go about systematically dismantling Brazil’s democratic ethos and institutions.

Read
2:01 AM CDT

Today’s horoscope

Georgia Nicols 4 minute read Preview

Today’s horoscope

Georgia Nicols 4 minute read 2:00 AM CDT

MOON ALERT: Caution! Avoid shopping (except food and gas) and important decisions from 9:15 a.m. until 8:30 p.m. today. After that, the moon moves from Taurus into Gemini.

ARIES (March 21-April 19)

Be aware of the limitations of the moon alert as it is taking place in your money house. Guard against temptations to shop and buy things. Be wise and restrict your spending to food and gas until after the moon alert is over. (See above.)

TAURUS (April 20-May 20)

Read
2:00 AM CDT

Puzzles Palace

1 minute read Friday, Oct. 16, 2026

To solve our puzzles, please subscribe with this special offer: |