AI news, through an African lens.

Why we exist

The global AI conversation too often overlooks Africa — its researchers, startups, policymakers, and the real-world impact of AI on its people. Coverage that does exist is scattered across hundreds of outlets in many languages. AfricaDailyAI brings it into one place: a focused, daily, plain-language read on the AI stories that actually matter for the continent.

How it works

Every day, an automated pipeline does the heavy lifting so a human editor can focus on judgment rather than search:

• Discover. We monitor a large, growing list of vetted feeds — African and international outlets, research hubs, and publishers — and pull in new items.
• Filter. A fast first pass drops anything with no genuine African connection before any expensive analysis runs.
• Read the full story. We resolve redirects and fetch the full article — not just a headline — so judgments are made on the real text.
• Analyze & rewrite. A large language model assesses each story and writes an original-voice English summary, a category, and topic tags. It never copies the source verbatim.
• Score & route. Each story gets a confidence score (below). The strongest, fully-sourced stories can publish automatically; everything else waits in a queue for human review.
• Publish & digest.Approved stories go live and the day’s best are bundled into one email dispatch.

The confidence score

Not every story deserves the same trust. To decide what publishes and what a human checks first, the language model rates each story on five separate dimensions, each from 0 to 5 against written descriptions of what every step of the scale means:

• Africa specificity — how central Africa is to the story. A specific African country, organization, dataset, or deployment scores 5; a passing mention of the continent scores 2 or less.
• AI substance — how genuinely the story is about AI. A concrete model, research result, or deployment with technical specifics scores 5; AI used as framing or a buzzword scores 2 or less.
• Impact — how much it matters to an African reader. Something that affects many people, sets policy, or shifts a market scores 5; trivia scores 0.
• Evidence — sourcing quality. A primary source with named people, data, or a linked paper or filing scores 5; unsupported or promotional claims score at the bottom.
• Novelty— new information versus recycled coverage. A first report of a result, launch, or funding round scores 5; a rehash of other outlets’ reporting scores low.

Our code then combines those five ratings into the single confidence score from 0 to 100 shown on each story. The weights encode our editorial priorities — a story has to be about Africa first and about real AI second, before sourcing and freshness are weighed.

The accessibility guard

If we can’t retrieve the full article text — the page blocks us and the feed gives us only a headline or a one-line snippet — we can’t fairly judge the story on its merits. Those stories take a fixed −25 point penalty, can never publish automatically, and are always routed to a human. This keeps thin, unverifiable items out of the newsletter.

What the score decides

• Below the relevance floor— the story isn’t really about AI in Africa, and is discarded.
• High confidence and fully sourced — the story can be published automatically and considered for the daily email.
• Everything in between — a human editor reviews, edits, and decides.

The score is a triage tool, not the last word. A person can approve, edit, reject, or re-categorize any story, and thin or borderline items always get human eyes.

Editorial standards

• Always sourced.Every story links back to its original publisher. We summarize and contextualize; we don’t replace the source.
• Original voice. Summaries are rewritten for clarity, never copied verbatim from the source.
• Transparent about AI. Our summaries are AI-assisted and can contain errors — always check the linked original before relying on any detail.
• Corrections.Spotted a mistake or a story we mischaracterized? Tell us and we’ll fix it.

Who’s behind it

AfricaDailyAI is created and operated by Creativo@Work LLC, based in New York. For questions, corrections, or partnership ideas, email hello@goodai.news.

The fine print

AfricaDailyAI aggregates and summarizes publicly available third-party content for informational purposes only; it is not professional advice. See our Terms of Service and Privacy Policy for the details.