What Ancestral Intelligence Can Teach Us About AI | Nanjira Sambuli | TED
There's a common African proverb: "When elephants fight, it's the grass that suffers." Policy researcher Nanjira Sambuli says we must apply this thinking to today's AI evolution, asking: When tech giants battle for dominance, who gets trampled in the process? She introduces a new ethical compass for AI, showing how people across the continent are charting a different path for the future of tech. (Recorded at TED2025 on April 9, 2025)
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- 00:04What can the African savannah teach us about AI?
- 00:08Take this journey with me.
- 00:10Across Africa,
- 00:12proverbs are a cornerstone of the oral tradition
- 00:15through which Indigenous knowledge and wisdom
- 00:17has been passed down from generation to generation.
- 00:22The Yoruba people of Nigeria say that a proverb is the horse
- 00:26that can carry one swiftly to the discovery of ideas.
- 00:31One of my favorite proverbs says, when elephants fight,
- 00:34it's the grass that suffers.
- 00:36And it has guided me in making sense of much in the world today,
- 00:40especially with all the developments in AI.
- 00:43The elephants can symbolize great powers,
- 00:45be they nation states, corporations,
- 00:48broligarchies,
- 00:50while the grass comprises people,
- 00:52geographies and ecologies
- 00:55considered resources to exploit,
- 00:57wastelands or charity cases.
- 01:00Great power competition, as we're living through today,
- 01:03emphasizes the power of the metaphorical elephants
- 01:06in their quest for dominance over resources, ideas and innovations.
- 01:11In the case of Africa,
- 01:13not only are we caught in the middle,
- 01:14but we comprise a key battleground
- 01:16over which elephants are fighting
- 01:18over natural and human resources to power the intelligent age.
- 01:23Meanwhile, our perspectives and ambitions
- 01:26tend to be drowned out by the din of the elephants.
- 01:30But what can we discover when we look past the elephants fighting
- 01:34and zoom in on the grass?
- 01:36Well, for one, we can learn a simple yet profound concept:
- 01:40I am because you are.
- 01:44This sums up a set of value systems
- 01:46that emerged among the Bantu people of Africa,
- 01:49and is known as “utu” in Eastern Africa
- 01:52and “ubuntu” in South Africa.
- 01:55Utu and ubuntu instill in us a profound appreciation of humanity
- 02:00as a quality we owe one another.
- 02:03And it's not just about the relationship between humans.
- 02:06Ubuntu is also about our relationship with nature and the spiritual or cosmic.
- 02:12Ubuntu reminds us we ought to be developing technologies like AI
- 02:16for the benefit of all of humanity and our ecology.
- 02:21Across Africa, we have exciting examples of embracing the wisdom of ubuntu
- 02:26to inform data governance, AI product design and community building.
- 02:31I call it ubuntech.
- 02:34(Laughter)
- 02:36AI development today treats data as if it's an abundant natural resource,
- 02:40and we hear this in sayings like, “data is the new oil.”
- 02:44But already the limits of this paradigm are being realized,
- 02:46as researchers have been sounding the alarm
- 02:49that high-quality data to train AI models is drying up.
- 02:53Through ubuntu, we conceptualize data differently,
- 02:57and we appreciate that it represents lives, cultures and communities,
- 03:02so that data governance for us is about the meaningful participation,
- 03:07informed consent, self-determination
- 03:11and community ownership of data sets from which language,
- 03:14nature-based knowledge and Indigenous wisdom are derived.
- 03:19(Applause)
- 03:20Thank you.
- 03:22And this has inspired a concept like data justice
- 03:25in our African policy frameworks.
- 03:27Data justice matters
- 03:29because it means that women, rural women in Africa, for example,
- 03:34who possess unique knowledge about agriculture,
- 03:39food production, medicine
- 03:41and environmental protection
- 03:43are represented and visible in data systems
- 03:46and agritech solutions.
- 03:49Then, when we've been told ours are low-resource languages,
- 03:52we're resourcing our languages.
- 03:55Conventional AI wisdom demands large language models,
- 03:59but African practitioners are making do with little language models.
- 04:04See, driven by efficiency as a core value and inspired by our relation to nature,
- 04:10initiatives like Lelapa AI have developed lightweight African language models
- 04:15that are serving our communities without requiring extensive resources.
- 04:20Their Inkuba small language model has been inspired by the dung beetle,
- 04:26which can roll up to 250 times its body weight.
- 04:29It's small but mighty.
- 04:33Inkuba is trained on 0.4 billion parameters
- 04:36and outperforms larger models in sentiment analysis
- 04:40and displays remarkable consistency across multiple languages.
- 04:46We're also building collaborative AI communities.
- 04:49We have Masakhane, or building together,
- 04:52across over 30 African countries,
- 04:55to strengthen natural language processing in our research.
- 04:58And this grassroots organizing approach has set out to demonstrate
- 05:02that low-resourceness of languages is not a data problem,
- 05:05but a societal one best solved through participation.
- 05:10In fact, Masakhane have developed a non-traditional authorship model
- 05:15that acknowledges and includes all contributors in published papers.
- 05:19Be it that you contributed data, lived experience, coded software
- 05:24or coordinated research participation.
- 05:27And this way, they've been able to publish translation results
- 05:30for over 38 African languages.
- 05:34These examples of ubuntech
- 05:36are our way of charting an alternative path
- 05:39to developing and deploying AI solutions in Africa
- 05:42by Africa and beneficial for Africa.
- 05:47Ubuntech matters for a number of reasons.
- 05:49For one, we are asserting agency
- 05:52to conceive and build AI futures
- 05:54beyond just the ambition of the metaphorical elephants
- 05:58and to contribute to a global commons.
- 06:01It also allows us to bring forward the Indigenous wisdom of our ancestors
- 06:06so that ubuntech is artificial intelligence
- 06:09powered by ancestral intelligence.
- 06:13(Applause)
- 06:18And we also get to remind the elephants,
- 06:21they may fight and wield their might all they want,
- 06:24but they are also bound to suffer
- 06:26if they trample upon the grass
- 06:28to the point of irreparable damage or extinction.
- 06:31But when their power is exercised in relation to others,
- 06:35it makes them ecosystem engineers
- 06:37and redirects their energy towards helping sustain a healthy
- 06:41and beneficial environment for everyone.
- 06:44And we see this in the savanna.
- 06:46When African elephants leverage their power to trample upon dense shrubs
- 06:50and acacia trees,
- 06:52they make room for smaller species to coexist.
- 06:55When they disperse seeds as they trek across the land,
- 06:58they help generate new growth
- 07:00and maintain the biodiversity of the savanna ecosystem.
- 07:03So in relationality, in coexistence,
- 07:07the power of the elephants is majestic.
- 07:10And it's a life force for themselves, other wildlife,
- 07:13and the savanna ecosystem.
- 07:16I believe if we can reimagine humanity
- 07:19beyond just the ambition of the metaphorical elephants,
- 07:23we can realize a world that benefits everyone.
- 07:26So I implore all of you,
- 07:28take heed of the grass beneath your feet.
- 07:31Our collective future depends on it.
- 07:35Asanteni.
- 07:36(Cheers and applause)