InP supply crunch leaves South Korea exposed

Only clustered public signals make it here: adoption pressure, maintenance cost, workflow control, and agent safety.

This section only renders when the scout finds concrete model launch, API availability, benchmark, or changelog evidence from credible sources.

The stronger builder-skill trend is operational: state constraints, testing harnesses, eval loops, and reusable context are replacing one-off prompt recipes.

Recent public signal clusters around data-center siting, electricity demand, turbines, nuclear comparisons, and local opposition rather than only GPU supply.

The technical infra signal is around serving economics: scale-to-zero, sovereign inference, GPU alternatives, and more specialized LLM serving paths.

This section renders only when there is enough recent evidence about benchmarks, eval methodology, or capability claims to avoid generic research noise.