The skills AI can't replace: what families are doing now

Families aren't confused about AI. They're responding to it — and the enrollment patterns we're seeing at Outschool tell a clear story about where they're placing their bets.

Over the last 90 days, we analyzed enrollment and booking trends across thousands of classes on our marketplace, year over year. The pattern isn't what most people expect.

Families aren't retreating from technology. And they're not doubling down on traditional academics out of fear. They're doing something more strategic: investing heavily in the skills that become more valuable as AI becomes more capable.

Critical thinking is the fastest-growing theme in humanities

This is the signal I find most striking in the data.

Debate bookings are up 50%. Psychology is up 61%. Philosophy is up 37%. World History is up 24%.

These aren't coincidences. They share something: they all require a kid to form an independent viewpoint, hold it under pressure, and defend it with reasoning — not just recall.

When information is cheap and generated at scale, judgment is the differentiator. Families are building for that. The Carnegie Foundation, working alongside ETS, recently released a formal Skills Progressions framework that names critical thinking, communication, and collaboration as the capabilities that "distinguish human contribution" as AI reshapes work and civic life — the same three categories driving the steepest enrollment growth on our platform.

If your kid's learning plan doesn't include structured debate, philosophy, or psychology, those are the highest-leverage additions you can make right now.

English is shifting from mechanics to argument

Overall English enrollments are relatively flat. But inside that flatline is a split.

Essay writing is up 25–26%. Phonics, grammar, spelling, and reading comprehension are flat or declining.

The pattern is consistent: demand is strongest for the skills that require synthesis, interpretation, and original thinking — the things AI can approximate but not authentically produce. Mechanics are table stakes. Argument is the skill.

Entry-level coding is declining — and that's not a crisis

Scratch enrollments are down. Python is down. Block coding is down. All roughly 35–50%.

I'd encourage parents not to panic about this.

What's replacing them tells the real story: Robotics bookings are up over 100%. 3D modeling and design is up nearly 200%. Arduino is growing.

Families aren't abandoning technology. They're moving past syntax toward applied understanding — how technology interacts with the physical world, how things get built, how systems work. That's a more durable skill than memorizing Python syntax that an AI can write on demand anyway.

The question isn't "should my kid learn to code?" It's "what kind of technological fluency actually matters in a world where AI writes the code?"

Executive function is the sleeper trend

Planning, focus, self-regulation, task initiation.

Executive function enrollments are up 45–49%. Educator supply is growing to meet demand.

Families are paying attention to the metacognitive layer — not just what kids learn, but how they learn. How they manage complexity. How they stay focused when everything around them is designed to fragment attention.

This is one of the most practical investments any family can make right now.

Social learning is increasingly part of the value

Book clubs are up 19%. Video game learning classes are up 14%.

These aren’t “soft” additions to a learning plan. They’re a direct response to a world where AI can simulate many one-to-one interactions. Families are investing in experiences that require real people — debating, collaborating, building meaning together.

The social dimension of learning is becoming a feature, not a side effect.

What this means for your kid’s learning plan

The families we’re seeing in this data aren’t going back to traditional education models. They’re building something more intentional: plans structured around the skills that compound in value as AI becomes more capable.

Critical thinking. Communication. Applied problem-solving. Self-regulation. Collaborative learning.

These aren’t soft skills. They’re the hard skills of the next decade.

If you’re building or refining your plan for the year ahead, start with where you have the biggest gaps. The enrollment patterns above are a useful signal — not because following trends is the goal, but because thousands of families thinking independently about the same problem and arriving at the same answers is worth paying attention to.

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