Small Models, Clearer Products

Scale is not a product strategy

The largest model is often the easiest choice to explain and the hardest one to sustain. Cost, latency, privacy, and reliability become product constraints long before a benchmark score becomes visible to a customer.

Designing around a narrow promise

Smaller models thrive when the job is explicit. Classification, extraction, routing, and constrained generation reward careful context more than unlimited parameters.

Evaluation is the real interface

A clear evaluation suite forces a team to define what good means. That definition becomes the product boundary—and often its greatest competitive advantage.

Intelligence should feel proportional

The future may belong to dozens of modest systems, each reliable enough to disappear into the work.