Why foundational sciences matter more than coding in the age of AI

For two decades, the advice to ambitious parents was almost automatic: teach your kids to code. Software was eating the world, and the people who could write it were the ones who would thrive. Then the ground shifted.

Asked what young people should study, NVIDIA CEO Jensen Huang offered a different playbook — pointing away from coding and toward the foundational sciences: physics, chemistry, and biology. The reasoning was simple. AI is rapidly becoming the world's best programmer, and the skills that remain scarce are the ones that let you understand the physical and living world well enough to ask the right questions of it.

Why coding stopped being the safe bet

Coding was never really the goal — it was a proxy for problem-solving. But a modern AI can generate, debug, and explain code faster than most junior engineers. What it can't replace is the judgment of someone who understands how a cell works, how forces act on a bridge, or why a chemical reaction behaves the way it does. That understanding is built on years of accumulated scientific reasoning, not a bootcamp.

Foundational science is a long game

Here's the catch Huang's advice makes obvious: you can learn to code in a few intense months, but you cannot cram a working understanding of biology, chemistry, and physics. It is cumulative. A student who grasps matter and energy in elementary school can reason about chemical reactions in middle school and thrive in AP Chemistry in high school. A student who skipped those foundations spends years catching up — if they ever do.

This is exactly the gap most schools leave open. In many elementary classrooms, science is “integrated” into other subjects when time allows, which in practice means very little dedicated science instruction at all. The result is predictable: by the time state assessments arrive, a majority of students aren't meeting the standard.

What parents can actually do

The takeaway isn't to abandon technology — it's to build the durable foundation underneath it. That means structured, sequential science practice that starts early and compounds, the same way math and reading practice do.

That is the principle eiveon is built on: grade-aligned science for grades 1 through 8, mapped to your state's standards, practiced a little every day so it actually sticks. In an age where AI can write the code, the children who understand the science will be the ones who know what to build.