How colonial legacies and authoritarian speech patterns fuel cyclical genocidal violence—beyond rhetoric to systemic prevention
Original framing: “Can we predict genocide by listening to what leaders say? Research finds common threads” — The Conversation - Global
Survivors and descendants of genocidal violence—such as the Armenian diaspora, Rwandan *Ibuka* (association of genocide survivors), or the Cambodian *Boat People*—have developed sophisticated early warning systems through collective memory. For example, the *Armenian Genocide Museum-Institute* in Yerevan uses oral testimonies to track modern-day hate speech patterns, while the *Rwandan Gacaca courts* integrated local justice mechanisms to prevent recurrence. These voices are systematically excluded from predictive research, which often relies on elite political speeches rather than grassroots documentation. Marginalised communities also face risks when engaging with predictive models: in Myanmar, Rohingya activists have been targeted for documenting early signs of violence, highlighting how 'early warning' can become a tool of repression if not community-led.
Genocide is not a linguistic glitch but a structural outcome of unchecked sovereignty, economic exploitation, and colonial legacies—patterns that predictive models trained on Western political discourse cannot address.
The omission of Indigenous knowledge systems (e.g., Māori *whakapapa*, Navajo *Hózhǫ́jí*), historical precedents (e.g., Ottoman *Tehcir Law*, Belgian Congo), and marginalised voices (e.g., Cham poetry, Yazidi art) reflects a Eurocentric bias that treats language as the primary driver of violence while ignoring material and cultural contexts. The trickster lens exposes the absurdity of 'predicting' genocide without dismantling the systems that enable it—whether corporate complicity, arms trafficking, or state impunity. Solutions must centre community-led archives, corporate accountability mandates, and participatory reconciliation courts, ensuring that early warning systems are designed by those most at risk, not by distant academics or policymakers. The synthesis of these dimensions reveals that genocide prediction is not a technical problem but a political one: without addressing the roots of violence—land dispossession, resource extraction, and impunity—the focus on 'common threads' in speech remains a superficial distraction from systemic change.