Jensen Huang, president and CEO of Nvidia, listens during a conversation before a groundbreaking ceremony for an expansion of Coherent’s manufacturing facility on Tuesday, June 16, 2026, in Sherman, Texas. (AP Photo/Jeffrey McWhorter) On the subject of artificial intelligence, Jensen Huang is worth taking seriously. The Nvidia chief recently warned that AI demands “new social norms.” In other words, the rules of everyday survival are changing, and fast.
To explain, Huang points to the automobile. Early cars were lethal, speeding into cities built for horses. Children played in the streets, and pedestrians crossed wherever they liked. The technology arrived instantly; the rules for surviving it took decades to catch up. Eventually, towns built sidewalks, traffic lights, and created driving tests. Play moved off the asphalt, because the cost of leaving it there was measured in body bags.
AI is forcing that exact same correction, only on a hyper-compressed timeline. Going forward, the wreckage won’t be measured in broken bones, but in broken dreams and erased bank accounts.
We are witnessing the birth of America’s next underclass: a permanent, tech-illiterate sub-stratosphere of the workforce. The defining divide of the next decade won’t be a simple gradient of rich versus poor, but a sort of two-tier caste system separating those who can command AI from those who cannot.
Picture the office version of this digital Darwinism. Everyone on the floor uses AI to summarize reports, audit spreadsheets, and draft the mind-numbing proposals nobody actually wants to write. One worker refuses. He does it all by hand, fiercely proud of his “honest, human effort.” By lunch, he is hopelessly behind. His colleagues have produced triple his output, automated their follow-ups, and taken an extra 20 minutes for coffee.
In this new reality, stubbornness is a professional suicide pact. The market, one fears, is about to punish the holdouts with a savagery we haven’t seen since the Industrial Revolution.
Huang’s prescription is simple: “Just go engage it.” Today, an ordinary person with zero coding knowledge can build a website, dissect a dense legal contract, or project a corporate budget. Skills once locked behind a $100,000 university degree are suddenly available to anyone who knows how to type a coherent sentence.
This shift will soon turn the traditional corporate ladder into a sheer cliff. The baseline assumption of modern employment is shifting to imply that any capable adult can steer these models. If you think avoiding AI makes you a noble purist, just wait until you find out your salary is being eclipsed by a middle schooler who treats ChatGPT like a calculator.
History has never been kind to the nostalgic. The blacksmith who laughed at the Model T didn’t slow down Henry Ford’s assembly line. The travel agent who mocked the internet didn’t stop Expedia. The future keeps its appointments, regardless of who refuses to show up.
This is why Huang’s warnings carry such weight. He is describing a permanent realignment of human value. A new underclass is emerging, defined not by what people earn, but by what they are no longer capable of doing. For millions of Americans, AI remains a curiosity — something to play with for five minutes and mock when it hallucinates a fact.
The tools improve at a punishing, exponential pace. Work that recently required a specialist and a six-figure salary now requires one person and a clear request. The walls around professional expertise are being demolished in real-time.
This leverage cuts both ways. A corner bodega can now deploy data analytics that used to require a multinational infrastructure. A scrappy startup can launch with a solo founder and a suite of algorithms rather than a staff of 40. Power no longer tracks the size of the building you walk into each morning, but rather the ability to direct the machine.
I’m no fan of our new algorithm overlords either, but the folks leveraging AI aren’t waiting for some futuristic sci-fi timeline. They work fast, gain more influence by the day, and leave the purists holding an empty bag. The ones who wait will likely watch the trapdoor close beneath them, wondering how the rest of the world left them behind.
Jensen Huang grew up playing in the streets before the cars took over. Now the robots are here. They are about to ruthlessly divide American society into two distinct groups: those who give the digital orders, and those who are made entirely obsolete by them.
John Mac Ghlionn is a writer and researcher who explores culture, society and the impact of technology on daily life.
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