Education
Strategies to Disarm Fears Over Implementing AI
More than two and a half years after the launch of ChatGPT, many school districts have passed the discovery phase of generative artificial intelligence, learning what it is and what it might be able to do, and their implementation phase is in full swing. For those looking to demystify the technology and get buy-in from teachers and parents while they do this, school and technology leaders from Allen-Stevenson School in New York City have some advice: Emphasize professional development, participation and communication.
Co-leading a session Monday at the International Society for Technology in Education (ISTE) conference in San Antonio, the school’s Upper Division Technology Integrator Sam Carcamo opened with a summary of the hurdles that people in his position face. What continues to make AI scary to teachers and parents, he said, are fears about its apparent potential for bias, hallucinations, eroding critical thinking, devaluing expertise, dehumanization and cheating, cheating, cheating.
His colleague Sarah Kresberg, director of library services and educational technology, said even at a well-funded private K-8 boys’ school like Allen-Stevenson, teachers weren’t sure what to do with ChatGPT at first. Hoping to find who the early adopters were, they started an AI club for teachers and administrators, which eventually became an AI council. For the 2023 school year, members ran trials of seven different AI tools, and eventually, “after a lot of hand-wringing,” Kresberg said, they settled on SchoolAI for two main reasons: They wanted something that K-8 students could interface with directly at their age, and they liked SchoolAI’s privacy policy.
The school’s Technology Integrator Ainsley Messina said they then developed an eight- to 10-hour professional development course.
“Our goal was to establish a shared vocabulary among our faculty no matter their comfort level with AI, whether they’d used it before or had not,” she said. “Throughout this PD course, we talked about AI literacy, AI ethics, we talked about bias that exists in AI, and we were talking about, ‘What should some of our concerns as educators be with AI coming our way? How do we need to change the way we teach in order for our students to be successful when they go on to our next schools?’”
Carcamo said the training involved having teachers fill out forms on what they were interested in, for future reference — report-card writing, unit planning, lesson planning or gamification. By fall 2024, Kresberg said, they convened again for roundtable discussions by topic. Each teacher had done a deep dive into a particular topic, so those who participated got together and discussed their thoughts and findings on it in depth, which were then shared with the larger group.
Carcamo, Kresberg and Messina said what came out of those discussions was a rough outline of what to do, or what they did, with AI in each grade:
- Kindergarten to first grade: Teach students to recognize the difference between artificial and natural creations, and understand that AI is when people make machines act smartly.
- Second grade: Start introducing the concept of generative AI and using SchoolAI.
- Third grade: Have students chat with historical figures about their greatest achievements and what challenges they overcame, and gather information to write a three-paragraph essay about their historical figure.
- Fourth grade: Go deeper into AI literacy. Use Common Sense Media, talk about bias in AI, how it can impact lives, how AI is trained and how it works. Use Google Teachable Machine, which uploads data to an AI to train it to do certain tasks.
- Fifth grade: Using a giant one-paragraph mega-prompt crafted by a teacher, students were able to ask questions of an AI version of Marcus Aurelius. They were then assigned to use Canva to create comic books based on historical stories.
- Sixth grade: Have students talk with an AI chatbot about the various rocks and minerals they were assigned, then use Adobe Express and generative AI to create geology trading cards. As other examples, sixth-grade English students were asked to describe locations and then fed those descriptions to an image generator to see what it would come up with. If students didn’t like what they saw, they would refine their description to get the AI closer to what they intended. Sixth-grade Spanish students were asked to write a story of an angel and a devil trying to convince a character to be naughty or nice, use Adobe Express to make an animated book, record their own audio for it and sync it to an animated mouth.
- Seventh grade: Use ChatGPT to get detailed feedback on essays, and use Newsela to get writing feedback on pre-test assignments. They started a practice of allowing students to use Newsela to get feedback on every essay before turning it in. According to Kresberg, most students used it and said they found its labeling of paragraph parts very helpful, but she emphasized that students need a lot of practice writing.
Kresberg said the school initially put off talking to parents, but eventually it started a series of five parent engagement meetings throughout the year called “Tech Tuesdays,” about an hour each. In the fall, sessions were about how the school was using AI, and by spring they were covering how parents could use AI at home to help their children learn and to become better at executive functioning.
For technology integrators or anyone working with teachers, Messina recommended AI for Education’s six-week AI literacy trainer course, as well as the Women in AI and Education community on Slack.
Carcamo said that as staff started working on projects, that by itself started to raise interest among their colleagues.
The school, Kresberg said, has yet to make AI a mandate, but that hasn’t been a problem in their case.
“Obviously not everyone is using a lot of AI right now. We’re not mandating that anyone use it. We’re encouraging and facilitating people to use it. I’m not sure that we’re anywhere close to saying people have to use it for anything right now, but we don’t have any real naysayers either,” she said. “I know in some schools there are people who are making things difficult for the ones who want to use it, and luckily, we don’t have that. If people aren’t on board, they’re very quiet about it.”
Education
High school speech and debate allows students to find common ground
This story about high school speech and debate was produced by The Hechinger Report, a nonprofit, independent news organization focused on inequality and innovation in education. Sign up for the Hechinger newsletter.
DES MOINES, Iowa — Macon Smith stood in front of a nearly empty classroom 1,000 miles from home. He asked his opponent and the two judges in the room if they were ready to start, then he set a six-minute timer and took a deep breath.
“When tyranny becomes law, rebellion becomes duty,” he began.
In front of Macon, a 17-year-old high school junior, was a daunting task: to outline and defend the argument that violent revolution is a just response to political oppression.
In a few hours, Macon would stand in another classroom with new judges and a different opponent. He would break apart his entire argument and undo everything he had just said.
“An eye for an eye makes the whole world blind,” Macon started.
It doesn’t really matter what opinion Macon holds on violence or political oppression. In this moment in front of the judges, he believes what he’s saying. His job is to get the judges to believe with him.
Related: A lot goes on in classrooms from kindergarten to high school. Keep up with our free weekly newsletter on K-12 education.
Macon was one of more than 7,000 middle and high school students to compete in the National Speech and Debate Tournament this summer in Iowa, run by an organization that is celebrating a century in existence.
In that time, the National Speech and Debate Association has persevered through economic and social upheaval. It is entering its next era, one in which the very notion of engaging in informed and respectful debate seems impossible. The organizers of this event see the activity as even more important in a fracturing society.
“I don’t think there’s an activity in the world that develops empathy and listening skills like speech and debate,” said Scott Wunn, the organization’s president. “We’re continuing to create better citizens.”
Though the tournament is held in different cities around the country, for the 100th anniversary, the organizers chose to host it in Des Moines, where the association’s headquarters is based.
Preparing for this competition was a year in the making for Macon, who will be a senior at Bob Jones Academy, a Christian school in Greenville, South Carolina, this fall. Students here compete in more than two dozen categories, such as Original Oratory, in which they write and recite their own 10-minute speeches, or Big Questions, where they attempt to argue broad, philosophical ideas.
Macon’s specialty, the Lincoln-Douglas Debate, is modeled after a series of public, three-hour debates between Abraham Lincoln and Sen. Stephen Douglas in 1858. In this event, two students have just 40 minutes to set up their arguments, cross-examine each other and sway the judges.
“Even if I don’t personally believe it, I can still look at the facts and determine, OK, this is a good fact, or it’s true, and argue for that side,” Macon said.
Debaters often have to tackle topics that are difficult, controversial and timely: Students in 1927 debated whether there was a need for a federal Department of Education. In 1987, they argued about mandatory AIDS testing. In 2004, they debated whether the United States was losing the war on terror. This year, in the Public Forum division, students debated whether the benefits of presidential executive orders outweigh the harms.
Related: Teaching social studies in a polarized world
While the speech and debate students practiced for their national event, adults running the country screamed over each other during a congressional hearing on state sanctuary policies. A senator was thrown to the floor and handcuffed during a press conference on sending the National Guard to immigration enforcement protests in Los Angeles. Most Americans feel political discourse is moving in the wrong direction — both conservatives and progressives say talking politics with someone they disagree with has become increasingly stressful and frustrating.
Speech and debate club, though, is different.
“First of all, it gives a kid a place to speak out and have a voice,” said Gail Nicholas, who for 40 years has coached speech and debate at Bob Jones Academy alongside her husband, Chuck Nicholas, who is Macon’s coach. “But then also learn to talk to other people civilly, and I think that’s not what’s being modeled out there in the real world right now.”
On the second day of the competition in a school cafeteria in West Des Moines, Macon was anxiously refreshing the webpage that would show the results of his rounds to learn whether he would advance to semifinals.
For most of the school year, Macon spent two days a week practicing after school, researching and writing out his arguments. Like many competitors, he has found that it’s easy to make snap judgments when you don’t know much about an issue. Decisively defending that view, to yourself and to others, is much harder.
“I tend to go in with an opinion and lose my opinion as the topic goes on,” said Daphne DiFrancesco, a rising senior from Cary Academy in Cary, North Carolina.
Traveling for regional events throughout the school year means Macon has become friends with students who don’t always share his conservative views. He knows this because in debate, discussing politics and religion is almost unavoidable.
“It doesn’t make me uncomfortable at all,” Macon said. “You don’t want to burn down a bridge before you make it with other people. If you stop your connection with a person right at their political beliefs, you’re already cutting off half of the country. That’s not a good way to conduct yourself.”
Macon, and other students in the clubs, said participating has made them think more deeply about their own beliefs. Last year, Macon debated a bill that would defund Immigration and Customs Enforcement, an agency he supports. After listening to other students, he developed a more nuanced view of the organization.
“When you look at the principle of enforcing illegal immigration, that can still be upheld, but the agency that does so itself is flawed,” he said.
Related: ‘I can tell you don’t agree with me’:’ Colleges teach kids how to hear differing opinions
Henry Dieringer, a senior from L.C. Anderson High School in Austin, Texas, went into one competition thinking he would argue in favor of a bill that would provide work permits for immigrants, which he agrees with. Further research led him to oppose the idea of creating a federal database on immigrants.
“It made me think more about the way that public policy is so much more nuanced than what we believe,” Henry said.
On the afternoon of the second day of the national tournament, Macon learned he didn’t advance to the next round. What’s sad, he said, is he probably won’t have to think this hard about the justness of violent revolution ever again.
“There’s always next year,” Macon said.
Callista Martin, 16, a rising senior from Bainbridge High School in Washington state, also didn’t make the semifinals. Callista and Macon met online this year through speech and debate so they could scrimmage with someone they hadn’t practiced with before. It gave them the chance to debate someone with differing political views and argument styles.
“In the rounds, I’m an entirely different person. I’m pretty aggressive, my voice turns kind of mean,” Callista said. “But outside of the rounds, I always make sure to say hi to them before and after and say things I liked about their case, ask them about their school.”
Talking to her peers outside of rounds is perhaps the most important part of being in the club, Callista said. This summer, she will travel to meet with some of her closest friends, people she met at debate camps and tournaments in Washington.
Since Callista fell in love with speech and debate as a freshman, she has devoted herself to keeping it alive at her school. No teacher has volunteered to be a coach for the debate club, so the 16-year-old is coaching both her classmates and herself.
A lack of coaches is a common problem. Just under 3,800 public and private high schools and middle schools were members of the National Speech and Debate Association at the end of this past school year, just a fraction of the tens of thousands of secondary schools in the country. The organization would like to double its membership in the next five years.
That would mean recruiting more teachers to lead clubs, but neither educators nor schools are lining up to take on the responsibility, said David Yastremski, an English teacher at Ridge High School in New Jersey who has coached teams for about 30 years.
It’s a major time commitment for teachers to dedicate their evenings and weekends to the events with little supplemental pay or recognition. Also, it may seem like a risk to some teachers at a time when states such as Virginia and Louisiana have banned teachers from talking about what some call “divisive concepts,” to oversee a school activity where engaging with controversial topics is the point.
“I primarily teach and coach in a space where kids can still have those conversations,” Yastremski said. “I fear that in other parts of the country, that’s not the case.”
Related: A school district singled out by Trump says it teaches ‘whole truth history’
Dennis Philbert, a coach from Central High School in Newark, New Jersey, who had two students become finalists in the tournament’s Dramatic Interpretation category, said he fears for his profession because of the scrutiny educators are under. It takes the fun out of teaching, he said, but this club can reignite that passion.
“All of my assistant coaches are former members of my team,” Philbert said. “They love this activity [so much] that they came back to help younger students … to show that this is an activity that is needed.”
On the other side of Des Moines, Gagnado Diedhiou was competing in the Congressional Debate, a division of the tournament that mimics Congress and requires students to argue for or against bills modeled after current events. During one round, Gagnado spoke in favor of a bill to shift the country to use more nuclear energy, for a bill that would grant Puerto Rico statehood, and against legislation requiring hospitals to publicly post prices.
Just like in Congress, boys outnumbered girls in this classroom. Gagnado was the only Black teenager and the only student wearing a hijab. The senior, who just graduated from Eastside High School in Greenville, South Carolina, is accustomed to being in rooms where nobody looks like her — it’s part of the reason she joined Equality in Forensics, a national student-led debate organization that provides free resources to schools and students across the country.
“It kind of makes you have to walk on eggshells a little bit. Especially because when you’re the only person in that room who looks like you, it makes you a lot more obvious to the judges,” said Gagnado, who won regional Student of the Year for speech and debate in her South Carolina district this year. “You stand out, and not always in a good way.”
Camille Fernandez, a rising junior at West Broward High School in Florida, said the competitions she has participated in have been dominated by male students. One opponent called her a vulgar and sexist slur after their round was over. Camille is a member of a student-led group — called Outreach Debate — trying to bridge inequities in the clubs.
“A lot of people think that debate should stay the same way that it’s always been, where it’s kind of just — and this is my personal bias — a lot of white men winning,” Camille said. “A lot of people think that should be changed, me included.”
Despite the challenges, Gagnado said her time in debate club has made her realize she could have an influence in the world.
“With my three-minute speech, I can convince a whole chamber, I can convince a judge to vote for this bill. I can advocate and make a difference with some legislation,” said Gagnado, who is bound for Yale.
A day before the national tournament’s concluding ceremony, a 22-year-old attendee rushed the stage at the Iowa Event Center in Des Moines during the final round of the Humorous Interpretation speech competition, scaring everyone in the audience. After he bent down to open his backpack, 3,000 people in the auditorium fled for the exits. The man was later charged with possession of a controlled substance and disorderly conduct. For a brief moment, it seemed like the angry discourse and extreme politics from outside of the competition had become a part of it.
In response, the speech and debate organization shifted the time of some events, limited entrances into the building and brought in metal detectors, police officers and counselors. Some students, Gagnado among them, chose not to return to the event.
Still, thousands of attendees stayed until the end to celebrate the national champions. During the awards ceremony, where therapy dogs roamed the grounds, Angad Singh, a student from Bellarmine College Preparatory in California competing in Original Oratory, took the national prize for his speech on his Sikh identity and the phrase “thoughts and prayers” commonly repeated by American leaders after a tragedy, titled “Living on a Prayer.”
“I’ve prayed for change,” Singh told the audience. “Then I joined speech and debate to use my voice and fight for it.”
This story about high school speech and debate was produced by The Hechinger Report, a nonprofit, independent news organization focused on inequality and innovation in education. Sign up for the Hechinger newsletter.
Education
How AI Interviews Are Changing Job Hunting Forever
The job search landscape is evolving at lightning speed, and nowhere is this more evident than in the rise of AI-powered interviews. In 2025, more companies are turning to artificial intelligence to screen, assess, and even interview candidates—often before a human ever gets involved. As someone who recently went through a fully automated, remote AI interview, I can say firsthand: the future of job hunting is here, and it’s changing everything.
What Are AI Interviews?
AI interviews use artificial intelligence to conduct, analyze, and score job interviews. Instead of speaking with a human recruiter, candidates interact with a computer program—often via video, chat, or even voice calls. The AI evaluates responses based on keywords, tone, facial expressions, and more, providing employers with data-driven insights into each applicant.
My Experience: The Fully Automated AI Interview
When I applied for a remote marketing position at a global tech company, I was invited to complete an “AI-powered video interview.” Here’s how it worked:
1. The Setup
I received a link to a secure interview portal. The instructions were clear: I’d be asked a series of questions, have 30 seconds to prepare each answer, and 2 minutes to respond. The entire process would be recorded and analyzed by the company’s AI system.
2. The Interview
The AI interviewer greeted me with a friendly, pre-recorded message. Then, questions appeared on the screen, such as:
“Describe a time you solved a difficult problem at work.”
“How do you handle tight deadlines?”
“What motivates you in a remote work environment?”
I recorded my answers, trying to maintain eye contact with the webcam and speak clearly. The AI tracked my facial expressions, voice tone, and even the speed of my responses.
3. The Analysis
After I finished, the AI instantly analyzed my performance. I received a summary report highlighting my communication skills, confidence, and emotional intelligence. The system also flagged areas for improvement, such as using more specific examples or varying my tone.
4. The Follow-Up
Within days, I received an email from a human recruiter, inviting me to a live video interview. The AI interview had served as the first screening step, saving time for both me and the company.
How AI Interviews Are Transforming Job Hunting
1. Faster, More Efficient Screening
AI interviews allow companies to screen hundreds of candidates quickly, without scheduling conflicts or time zone issues. This means faster feedback for job seekers and less waiting.
2. Reduced Human Bias
AI can help minimize unconscious bias by focusing on objective data rather than first impressions or personal preferences. However, it’s important to note that AI is only as unbiased as the data it’s trained on.
3. Consistency and Fairness
Every candidate gets the same questions, time limits, and evaluation criteria, making the process more consistent and transparent.
4. Remote and Accessible
AI interviews can be completed from anywhere, making job opportunities more accessible to people regardless of location or mobility.
Tips for Succeeding in an AI Interview
Practice with AI interview simulators (many are available online).
Speak clearly and confidently; avoid monotone delivery.
Maintain eye contact with the camera, as the AI may track engagement.
Use specific examples and structure your answers (e.g., STAR method: Situation, Task, Action, Result).
Check your tech setup—good lighting, a quiet space, and a stable internet connection are essential.
Frequently Asked Questions
Q: Are AI interviews replacing human recruiters?
A: Not entirely. AI interviews are usually the first step, helping to shortlist candidates. Human interviews still play a crucial role in the final hiring decision.
Q: Can AI interviews be biased?
A: While AI aims to reduce bias, it can inherit biases from the data it’s trained on. Companies are working to make AI systems more fair and transparent.
Q: What if I’m not comfortable on camera?
A: Practice helps! Many platforms offer practice questions. Focus on being yourself and answering clearly.
Q: How can I prepare for an AI interview?
A: Research common questions, practice your responses, and get comfortable with the technology.
Conclusion
AI interviews are revolutionizing the job search process, making it faster, more efficient, and potentially fairer. My experience with a fully automated, remote AI recruiter was both challenging and enlightening. While it felt strange at first to “talk” to a computer, I appreciated the instant feedback and the convenience of interviewing from home.
As AI technology continues to evolve, job seekers should embrace these changes, prepare accordingly, and view AI interviews as an opportunity to showcase their skills in a new way. The future of job hunting is here—are you ready to meet your next recruiter, even if it’s a robot?
Education
Overcoming Roadblocks to Innovation — Campus Technology
Register Now for Tech Tactics in Education: Overcoming Roadblocks to Innovation
Tech Tactics in Education will return on Sept. 25 with the conference theme “Overcoming Roadblocks to Innovation.” Registration for the fully virtual event, brought to you by the producers of Campus Technology and THE Journal, is now open.
Offering hands-on learning and interactive discussions on the most critical technology issues and practices across K–12 and higher education, the conference will cover key topics such as:
- Tapping into the potential of AI in education;
- Navigating cybersecurity and data privacy concerns;
- Leadership and change management;
- Evaluating emerging ed tech choices;
- Foundational infrastructure for technology innovation;
- And more.
A full agenda will be announced in the coming weeks.
Call for Speakers Still Open
Tech Tactics in Education seeks higher education and K-12 IT leaders and practitioners, independent consultants, association or nonprofit organization leaders, and others in the field of technology in education to share their expertise and experience at the event. Session proposals are due by Friday, July 11.
For more information, visit TechTacticsInEducation.com.
About the Author
Rhea Kelly is editor in chief for Campus Technology, THE Journal, and Spaces4Learning. She can be reached at [email protected].
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