Trajectory·Governance & society

Standalone AI apps still exist and grow, but the ground truth of how most people use AI is now "it's in the apps I already had." Microsoft, Apple, Google, Amazon, and Meta have all integrated AI into their core consumer surfaces, and they are reaching billions of users where the standalone AI companies have to fight for every download. The structural advantage of distribution is getting bigger, not smaller — which has implications for which AI companies can build durable consumer products at all.

AI displacement has moved from speculation to specific, named layoffs and hiring freezes. Customer service, translation, basic legal review, and entry-level coding are the visible front lines. The aggregate numbers are still small relative to the overall labour market, but the direction is clear and the major question is whether this stays in narrow pockets or broadens into a generational shift in how white-collar work is structured.

The political momentum on AI has flipped from "we must regulate this" to "we must not slow this down." Major rules are being delayed in the EU, repealed in the US, and softened almost everywhere they exist. Whether this lasts depends on whether AI produces a high-profile failure serious enough to swing public opinion back the other way — the structural pressure to deregulate is real, but a single major incident could reverse the direction quickly.