AI-native workers – A former OpenAI robotics lead says the only people who can truly be “AI native” are those who grew up solving problems with AI from the ground up—typically in their early 20s. Caitlin Kalinowski, now advising AI startups, argues older workers shouldn’t try to
A hard truth landed quietly in the middle of a podcast episode: if you’re in your 30s, you may never feel “native” to AI.
Former OpenAI robotics lead Caitlin Kalinowski said the only truly AI native people right now are those in their early 20s who grew up solving problems with AI from the ground up.. She described that group as people who “use AI so natively that it’s like baked into their engineering process.” The comments came on an episode of “Lenny’s” podcast released on Sunday.
Kalinowski put the point plainly: “It’s very hard to find someone who’s in their 30s who can be truly fully AI native,” she said.
The advantage, in her telling, isn’t just familiarity—it’s tempo and instinct.. Kalinowski. who worked at Apple. Oculus VR. and Meta before joining OpenAI’s robotics division as a Member of Technical Staff between 2024 and 2026. said she’s seen a striking shift in how younger engineers interact with the technology itself.. “They’re approaching their problem-solving completely differently because they’re using AI from the ground up for everything. and they’re much faster. actually. ” she said.
She also argued that companies aren’t looking for AI-native workers just to get more speed out of them. “We need these folks to teach us how to think,” she added.
That belief is showing up inside companies, too. Meta, Kalinowski said, has been pushing employees to become more “AI-native” by embedding AI tools into coding and day-to-day workflows.
Her remarks come as the workplace debate grows sharper—especially the anxiety that AI could hollow out entry-level tech jobs. Kalinowski didn’t deny the concern; she simply drew a different conclusion.
“I don’t see it that way,” she said, referring to fears that junior roles in tech firms could be made obsolete because of AI. “I think we need them.”
Kalinowski compared today’s AI-native generation to early internet natives—people who grew up alongside the web and smartphones and therefore gained an intuitive advantage older workers didn’t have at the same stage.. “We have to accept that we’re not native in these new technologies. ” she said. describing how older engineers and other tech workers would need to adapt later in life rather than pretend they were built for the moment from day one.
Other tech leaders have echoed similar concerns about advantages tied to early exposure.. Reddit CEO Steve Huffman. Otis CEO Judy Marks. Box CEO Aaron Levie. and LinkedIn cofounder Reid Hoffman have all said AI-native younger workers may have a major advantage in the workplace because they grew up using AI tools instinctively rather than having to adapt to them later in life.
Even so, Kalinowski’s message to 30-somethings is not a prophecy of replacement. It’s a call to stop aiming for something that might never arrive—and to focus on learning how younger workers think, then building teams around both the speed of the new and the experience of the old.
AI-native Caitlin Kalinowski OpenAI robotics Meta AI tools workplace automation entry-level tech jobs Steve Huffman Judy Marks Aaron Levie Reid Hoffman
So basically if you’re 30 you’re screwed. cool.
I mean I’ve been using AI since like… 2018? so I don’t get how 20s is some magic age. Also “teach us how to think” sounds like companies trying to justify low pay with training requirements.
Wait I thought AI-native meant you know how to code with prompts and stuff, not “grew up with it.” Like my cousin in college is using it daily and he’s 29. Does that count? Feels like a weird way to gatekeep.
This feels like one of those podcast takes where they pretend it’s “bad news” but it’s really just “hire younger people.” My job is still Outlook spreadsheets and meetings, not “baked into engineering process.” If AI is supposed to help older workers, why are we acting like they can’t learn the tempo/instinct part? Also the headline says 30-somethings but I’m sure it’s really just whoever the company wants anyway.