Every society is defined not only by what it knows, but by whose knowledge becomes part of the public conversation.
Long before policies are enacted or technologies emerge, ideas compete for legitimacy through texts, public discourse and the stories societies choose to preserve. Communities whose knowledge enters the historical record influence how history is remembered, how identity is understood and how future generations interpret the world around them.
The International Day of the World's Indigenous Peoples, observed annually on 9 August, reminds us that Indigenous Peoples are not simply custodians of culture but producers of knowledge. The question is whether it is sufficiently represented within the communication systems that increasingly shape public understanding.
For centuries, schools, publishers, museums and news organisations determined which voices became authoritative. Today, artificial intelligence is emerging as another powerful gatekeeper of public knowledge. Millions of people now ask AI systems to explain history, interpret culture and answer questions once directed to teachers, libraries or search engines, making their responses increasingly influential in shaping what is accepted as credible knowledge. Yet AI does not create historical truth; it organises and reproduces information from the texts available to it. Consequently, if particular histories, languages and worldviews remain underrepresented in digital collections, they are less likely to feature in the conversations increasingly mediated by artificial intelligence, reinforcing existing patterns of exclusion rather than broadening public understanding
This presents a significant challenge for Indigenous knowledge, much of which continues to be transmitted through oral traditions, storytelling, community memory and intergenerational learning. These forms of knowledge have sustained communities for centuries, yet they often exist outside the large digital repositories from which artificial intelligence draws information. The result is not that AI replaces Indigenous knowledge, but that it may reproduce long-standing patterns of exclusion by making some narratives more visible than others.
Zimbabwe offers an important example of addressing this imbalance. The Zimbabwe Museum of Human Sciences (ZMHS) incorporates oral histories, Indigenous knowledge systems and alternative narratives to present a more inclusive account of Zimbabwe's past. By recognising community memory alongside written archives, the museum affirms that historical authority is not confined to documented records.
The same principle should guide artificial intelligence. As AI assumes a greater role in shaping how people understand history, culture and identity, Indigenous knowledge must form part of the texts, archives and datasets informing these systems. That is not merely a technological priority but a communication imperative.
Voices excluded from the texts that shape public knowledge gradually disappear from public consciousness. Indigenous knowledge becomes less discoverable, limiting its influence on research, education, policymaking and the digital systems shaping public understanding.
Encouragingly, African innovators are beginning to reshape this conversation. Vambo AI, an African language technology company, is developing translation, transcription and generative language tools supporting more than forty indigenous and local African languages.
Beyond technical innovation, initiatives such as these expand the digital presence of African languages and create opportunities for Indigenous knowledge to become more accessible within emerging communication technologies. They demonstrate that artificial intelligence can strengthen linguistic diversity when it is developed with African realities in mind.
The challenge extends beyond technology because meaningful representation requires Indigenous communities to shape the knowledge that digital systems preserve, retrieve and communicate. As we commemorate the International Day of the World's Indigenous Peoples, the conversation should move beyond preserving languages and traditions to examining who shapes digital knowledge. Communication has always influenced whose voices gain authority, whose histories are remembered and whose perspectives become part of public understanding. Today, that influence also extends to the texts, datasets and digital conversations that determine what knowledge becomes searchable, visible and authoritative.
The real measure of inclusion will not be how often Indigenous knowledge is celebrated, but how consistently it informs the digital systems shaping public understanding.
That responsibility belongs as much to communicators, educators and technology developers as it does to Indigenous communities themselves.
- Fungayi Antony Sox is the team leader& managing editor at TisuMazwi—a communications-driven social enterprise helping individuals and organisations shape, manage, and distribute their stories. He writes at the intersection of publishing, digital media, and African narrative transformation. A YALI alumni and award-winning communications consultant, he has worked with over 300 authors,creatives and institutions across Zimbabwe and Africa. He can be contacted on +263 776 030 949 or fungayisox@gmail.com