Jensen Huang is worth taking seriously on artificial intelligence, and the warning he offered was blunt: AI demands “new social norms.” Those norms, as the article lays out, are arriving through the usual machinery of hierarchy and exclusion, with the people at the bottom told to adapt while the costs are pushed downward. The piece argues that AI is forcing a correction in everyday survival rules, much like the arrival of the automobile, except the wreckage will be measured not in broken bones but in broken dreams and erased bank accounts.
Who Gets Left Behind
The article says America is witnessing the birth of its next underclass: a permanent, tech-illiterate sub-stratosphere of the workforce. It says the defining divide of the next decade will not be a simple gradient of rich versus poor, but a two-tier caste system separating those who can command AI from those who cannot. In one office example, everyone uses AI to summarize reports, audit spreadsheets and draft proposals, while one worker refuses and falls hopelessly behind by lunch. The article calls that stubbornness a professional suicide pact and says the market is about to punish holdouts with a savagery not seen since the Industrial Revolution.
Huang’s answer, quoted directly, is simple: “Just go engage it.” The article presents that line as the kind of command the powerful love to hand down when the machine is already rearranging the floor beneath everyone else. It says an ordinary person with zero coding knowledge can now build a website, dissect a dense legal contract or project a corporate budget, and that skills once locked behind a $100,000 university degree are suddenly available to anyone who knows how to type a coherent sentence.
The Ladder Turns Into a Cliff
The article says the traditional corporate ladder is shifting into a sheer cliff and that avoiding AI will not stop a middle schooler who treats ChatGPT like a calculator from eclipsing a salary. It says the blacksmith who laughed at the Model T did not slow Henry Ford’s assembly line and the travel agent who mocked the internet did not stop Expedia. AI, the article argues, is creating a permanent realignment of human value and a new underclass defined by what people are no longer capable of doing.
The tools, it says, 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. A corner bodega can now deploy data analytics that used to require a multinational infrastructure, and 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 the ability to direct the machine.
The Bill Comes Due at the Register
That same machine logic is showing up in consumer prices. Apple has started charging more for some of its products, and AI is one of the big reasons why. The increases apply to select iPads and MacBooks, along with HomePod speakers and Apple TV devices. Apple’s own store pages now show higher prices on several models than earlier launch materials listed. The iPhone was not included in this round, but analysts warn that may not last.
Apple says it can no longer fully shield customers from soaring memory and storage chip costs tied to AI data center demand. The pressure comes from what some in the tech industry are calling RAMageddon. AI data centers need huge amounts of DRAM and high-bandwidth memory to train and run advanced models, and those are the same basic chip categories that help power phones, laptops, tablets, game consoles and other devices. Tim Cook, Apple’s outgoing CEO, had warned that memory costs would increasingly affect Apple after the June quarter. Apple says it has reached the point where it needs to begin passing some of those costs to customers.
The current price increases apply to select iPads and MacBooks, along with HomePod speakers and Apple TV devices. The MacBook Neo’s starting price moved from $599 to $699, months after launch. The MacBook Air with 512GB of storage rose to $1,299 from $1,099. The 14-inch MacBook Pro with 1TB of storage rose to $1,999 from $1,699. The iPad Air with 128GB of storage rose to $749 from $599. The HomePod mini rose to $129 from $99, while HomePod rose to $349 from $299. Apple TV rose to $199 from $129.
The iPhone is still the big product to watch because it sells in huge numbers, and analysts expect Apple may raise iPhone prices in the coming months. The article says Apple could raise only Pro model prices, adjust storage tiers, lean on carrier promotions or push trade-in offers harder to soften the blow. It also says Apple has another AI problem: earlier this year, Apple agreed to a $250 million settlement tied to claims that it overstated or delayed certain AI features connected to Siri and Apple Intelligence. Apple denied wrongdoing. At WWDC 2026, Apple showed off a major Siri overhaul and the next generation of Apple Intelligence. The article says more on-device AI can also raise hardware demands over time and that if future Apple features need more memory, more storage or more powerful chips, premium models may become even more expensive.