AI models, infrastructure & industry shifts
Tracking model capabilities, the infrastructure layer, and the changes shaping how AI is built, priced, governed, and adopted.
Aug 01, 2026 · 4 min read
Model routing should start with cost per task
Token prices become useful only when they are connected to the quality, latency, and risk required at each workflow step.
Aug 01, 2026 · 4 min read
Open weights are not production readiness
Long context and large parameter counts create a test queue; licensing, hardware, latency, and Vietnamese quality determine real fit.
Jul 30, 2026 · 5 min read
A model score is not an infrastructure decision
Why model and hardware leaderboards need workload traces, configuration context, and a local task benchmark before they can guide procurement.