Tag
#inference
Every story tagged inference, newest first.
Small Models Are Quietly Taking Over the Easy Work
Most production AI tasks are routine, and a new class of small models handles them at a fraction of the cost. The frontier models are becoming the exception, not the default.
Adil R. · Jun 13, 2026 · 3 min read
The Real Cost of AI Is Inference, Not Training
Training a model is a one-time headline number. Inference is the recurring bill that scales with every user and every request, and it is what quietly decides whether an AI product survives.
Adil R. · Jun 11, 2026 · 3 min read
The single big-VRAM GPU desktop as an inference machine
A desktop built around one large-VRAM GPU is the fastest affordable way to run models locally. It is loud, hot, and bolted to the wall, and for the right person none of that matters.
Adil R. · May 30, 2026 · 4 min read
Serve a local model as an API endpoint
Turn a model running on your machine into a clean HTTP endpoint your apps can call, with the concurrency and memory traps spelled out.
Muniba K. · May 20, 2026 · 3 min read
Choosing the right model size for your task
Bigger is not automatically better. A decision framework for matching model size to the job, the latency budget, and the hardware you actually have.
Adil R. · May 18, 2026 · 4 min read
