Algorithms are trained on vast datasets that reflect historical and societal biases. When these biases go unchecked, they become ingrained in the technology itself, reinforcing discrimination and amplifying online harassment against women.
The UN appeal comes at a moment when humanitarian funding is already stretched by multiple crises. While CERF has provided rapid support, broader donor commitments remain insufficient relative to the scale of projected need.
South Asia’s lead crisis is not inevitable. Experience elsewhere demonstrates that decisive regulation, industrial formalisation and community-level interventions can sharply reduce exposure.
The UN appeal comes at a moment when humanitarian funding is already stretched by multiple crises. While CERF has provided rapid support, broader donor commitments remain insufficient relative to the scale of projected need.