Designing an AI serving harness built to last
The next competitive advantage in enterprise AI has less to do with which model you choose than with what you build around it.

The next competitive advantage in enterprise AI has less to do with which model you choose than with what you build around it.
The short version
- For the past several years, much of the AI conversation has centered on model capability: bigger models, better reasoning, larger context windows, higher benchmark scores.
- The engineering system surrounding an AI model increasingly determines whether its intelligence can be delivered reliably, economically, and at scale.
- Those advances have been extraordinary.
What happened
For technical executives, that changes where AI investment should go—and what they should demand from the architecture supporting it. There is no universally “best” model or AI architecture.
Why it matters
There is only the right solution for the business problem.
Summary by Nerd News Network. Read the full article at MIT Technology Review — AI via the links above and below.
