A fifteen-year-old stood in front of senior executives at a real company and forgot every word of her pitch. She stayed silent for a full minute. Then she started over, finished, and shared a customer insight that surprised the room.
Afterward she told us, beaming, “Two weeks ago I didn’t even know this was a job people did.”
What AI is changing
Parents ask us which careers AI will change. The most useful evidence so far is about the start of careers. Stanford economists using payroll data found that workers ages 22 to 25 in highly AI-exposed occupations now have employment about 19% below where it would be had it kept pace with similarly aged workers in less-exposed jobs. The researchers also found no evidence of widespread, economy-wide job loss, and the gap comes mainly from fewer young people being hired. The authors call these early, descriptive findings, and economists are still arguing about the causes. We’d treat the number as a signal and not a forecast.
Read the paper, “Canaries in the Coal Mine?”, by Brynjolfsson, Chandar, and Chen (August 2026 revision).
Entry-level jobs have always been where people learn judgment by doing real work. If fewer of those jobs exist, a teenager has to start building judgment earlier, and school rarely gives them the chance.
What to build instead
Software is getting very good at producing answers. It is much less useful at deciding which problem deserves an answer, asking real people what they actually need, trying a small version of an idea and watching what happens, and standing in front of someone who can say no. Those are the skills our programs are built around: finding problems worth solving, collaborating, developing and testing ideas, thinking creatively, communicating to stakeholders, and taking initiative and ownership.
A low-risk way to try a career
Choosing a major is a big bet, and many internships hand a student a task. At Hudson Lab Ventures, teams get a real challenge from a real organization. They work out what the problem is, test ideas with the people it affects, and pitch to executives who have no reason to be polite about it. A student can find out in a few weeks whether she likes this kind of work, before she signs up for four years of tuition to prepare for it.
Why the minute of silence matters
Freezing in front of executives at fifteen is survivable. It costs a lot more at twenty-two, in a first job, with a manager watching. She froze, she restarted, and she finished, and the room learned something it didn’t know. Nobody gave her a certificate for resilience. She found out for herself that she could do it.
She survived. So did the executives.
If your teen is curious about work they haven’t heard of yet, our programs run in New York City, Lisbon, and Seoul. Apply to Hudson Lab Ventures, or explore our programs. Not sure which type of program fits? Read our guide to innovation vs. startup programs for high school students.
