the goal is that the data and knowledge built should be used towards changes and
improvements in policy and practice, via for example evidence-based advocacy.
Finally, policy makers should hear journalists and CSOs, since they are often at the frontline
when it comes to detecting new forms of TFGBV or gendered online hate and harassment. As
digital communication evolves, so too will the linguistic forms and strategies of online hate.
Future-proofing monitoring efforts requires continuous learning, updating tools, and
experimenting with new methods. Strengthening regional cooperation is crucial, as shared
datasets, cross-country learning, and collaborative analysis can significantly enhance joint
efforts. By building networks and fostering knowledge exchange, CSOs and journalists can
collectively increase their impact and develop a more unified regional response to online
gender-based violence.
7. CONCLUSION: A SUPPORTIVE TOOL FOR
GENDER JUSTICE
The experiences gained through the AI-powered monitoring project demonstrate both the
potential and the complexity of using technology to address online gendered hate speech. It
gives new possibilities to discern patterns and trends, currently and over time, with new
possibilities for more and stronger voices in evidence-based advocacy towards legal and
practical changes, as well as for awareness campaigns and protection, in a broad perspective.
Evidence generated through AI-assisted research can strengthen engagement with social
media platforms, policymakers, and international human rights mechanisms, helping to
promote transparency, accountability, and the protection of digital rights for all of us.
The work also underscores the importance of adopting (and challenges with) a contextually
grounded approach to new methods of detecting hate speech and TFGBV. AI is most effective
when treated as a supportive tool rather than a standalone solution.
Looking ahead, the project offers important insights and experiences for the development of
similar tools in other countries or dialects. Using similar methodology in several countries
would offer unique comparability, for additional, regionally relevant research and advocacy.
By equipping organisations, journalists and researchers with AI-powered tool, as part of a
comprehensive range of methodologies and practices, this project will contribute to broader
public and political participation and interaction, in online spaces – which have the potential of
being both democratic and accessible. This can serve as a model for other contexts, in our
joint, global efforts, to eradicate online gender-based violence, to the benefit of increased
political participation, democracy and gender justice.
13