Three threads worth watching this week:

  1. Toolchain integration: single models turn into composable pipelines.
  2. On‑device & privacy: hybrid deployment is the default in some niches.
  3. Eval transparency: finer benchmarks and reproducible reports help buyers choose.

This article is sample news—replace in repo with real reporting when ready.