Where will the AI money go?

The money will go toward tools for workers in education, health care, and farming, with part set aside to fold non-English sources into large datasets.

How bad is AI for non-English languages?

More than 90 percent of early large language model training data came from English sources. In Yoruba, leading speech recognition systems fail more than 60 percent of the time, compared with below 6 percent in English.

What projects are already running?

At Kenya's Penda Health clinics, an AI assistant raised diagnostic accuracy by 16 percentage points. In Sierra Leone, students using Gemini Guided Learning made gains of up to 1.7 years in an eight-week pilot, and India's MahaVISTAAR reaches over 740,000 people.

AI in HealthcareAI Business & IndustryTHE DECODERSep 15, 2026Sep 16, 2026, 01:00 JST

Bill Gates puts a billion on AI closing the gap

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3 Key Points

What happened
Bill Gates said his foundation will spend at least a billion dollars over the next two years on AI access, citing a report's projects like India's MahaVISTAAR service, which reaches over 740,000 people.
Why it matters
Gates argues that without money and policy steering AI, the market will build the best tools first for those who can pay, deepening a rich-poor divide, the foundation's report suggests.
What to watch
Gates's own argument hinges on decisions about how AI is built, funded, and deployed in the next 12 to 18 months, which he says will determine who ultimately benefits.

WHO IT HITSGlobal health, education, and agriculture workers—such as clinicians in Kenya, students in Sierra Leone, and farmers in India—stand to gain from the foundation's tools, while companies developing AI might face pressure to invest in non-English data.

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Context & Analysis

Bill Gates pairs his call for broader language coverage with a broader warning about AI risks. In a 6,000-word essay not long before the Goalkeepers report, he accused the tech industry of downplaying dangers such as lasting job losses and the misuse of AI to build bioweapons. The Goalkeepers report now shows the other side, framing AI as an enormous promise if its benefits are won through policy rather than left to chance. The billion-dollar commitment sits within the foundation's plan to spend around 200 billion dollars before it shuts down in 2045. Gates's argument hinges on decisions over the next 12 to 18 months about how AI is built, funded, and deployed—choices that will determine whether the technology reaches those who have the least or mainly benefits those who already have the most.

FAQ

Where will the AI money go?: The money will go toward tools for workers in education, health care, and farming, with part set aside to fold non-English sources into large datasets.
How bad is AI for non-English languages?: More than 90 percent of early large language model training data came from English sources. In Yoruba, leading speech recognition systems fail more than 60 percent of the time, compared with below 6 percent in English.
What projects are already running?: At Kenya's Penda Health clinics, an AI assistant raised diagnostic accuracy by 16 percentage points. In Sierra Leone, students using Gemini Guided Learning made gains of up to 1.7 years in an eight-week pilot, and India's MahaVISTAAR reaches over 740,000 people.

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