AI
After warning AI is too dangerous, Bill Gates bets a billion on its upside
In its 2026 Goalkeepers report, the Gates Foundation announced plans to spend at least one billion dollars over the next two years to expand AI access
Key takeaways
- The Gates Foundation plans to spend at least a billion dollars over the next two years to widen access to AI in health, education, and agriculture.
- Decisions made in the next 12 to 18 months will determine whether AI primarily benefits the rich or reaches those who have the least.
- More than 90 percent of the data used to train early large language models came from English sources.
- In Yoruba, leading speech recognition systems fail more than 60 percent of the time, compared to under 6 percent in English.
- The market is an extraordinary engine of innovation, but a terrible guarantor of equal opportunity.
In its 2026 Goalkeepers report, the Gates Foundation announced plans to spend at least one billion dollars over the next two years to expand AI access in health, education, and agriculture. Co-founder Bill Gates warned that without intervention, AI will widen the global gap between rich and poor, noting that over 90 percent of early LLM training data came from English sources. Part of the funding will go toward integrating non-English sources into datasets to address massive language disparities, such as speech recognition failing over 60 percent of the time in Yoruba compared to under 6 percent in English.
The investment aims to prevent AI from deepening the global gap between rich and poor.
In their words
“AI could be a great equalizer - or widen the gap”
“an extraordinary engine of innovation, but a terrible guarantor of equal opportunity.”
By the numbers
- $1B
- Minimum Gates Foundation AI investment over two years
- 90%
- Early large language model training data from English
- 60%
- Speech recognition failure rate in Yoruba language
- +16%
- Diagnostic accuracy rise at Kenya's Penda Health
- $200B
- Total Gates Foundation planned spending before 2045 shutdown
How it unfolded
- Gates Foundation releases Goalkeepers report outlining AI investment
- Gates Foundation plans to shut down entirely
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Common questions
- What happened with The Gates Foundation?
- The Gates Foundation plans to spend at least a billion dollars over the next two years to widen access to AI in health, education, and agriculture.
- Where can I read the original report?
- Read the full report at The Decoder.
