Right to Equality is a not-for-profit organisation founded to advance the rights and safety of parents and children under the law. We work to challenge systemic inequality, strengthen legal protections, and ensure that family justice prioritises safety, dignity, and equality.
We have a strong track record of successful legal and policy reform. Our campaigning has contributed to the repeal of the presumption of parental involvement in the family courts, the criminalisation of public sexual harassment, the criminalisation of hymenoplasty and child marriage, and the decriminalisation of abortion. Our work has helped shift legal frameworks away from harmful presumptions and toward evidence-based, survivor-centred justice.

![For our new report, Scratching the Surface: Victim-Blaming and Bias in Family Court Judgments, we partnered with @herEthical AI — and their work was central to what we were able to achieve.
HerEthical AI developed ViDA, a victim-blaming detection and analysis model trained to identify harmful narratives and coercive control at scale. Built alongside our manual annotation process, ViDA shows what becomes possible when AI is designed ethically and pointed at injustice: patterns of bias that are easy to miss case by case become visible across the whole system.
Our analysis of 91 published judgments found 72.5% contained victim-blaming language, predominantly impacting mothers. Reading judgments by hand can only ever scratch the surface — bespoke tools like ViDA offer a genuine opportunity to identify this insidious harm at the scale it actually occurs.
Read the full report at the link in our bio. 🔗
• • •
👉 Stay part of the change at [ https://righttoequality.org ]
Sign up to our newsletter to receive updates on family justice reform, policy developments, upcoming events, and how you can continue to support survivors, protective parents, and children.
• • •
#BreakingBiasBuildingJustice #FamilyCourts #JudicialBias #VAWG #FamilyLaw](https://righttoequality.org/wp-content/plugins/instagram-feed/img/placeholder.png)