Insights
This section gathers research notes, applied case studies and curated resources on AI governance, digital identity and regulatory design. It combines original analysis with selected articles, talks and materials that inform how I think about automated systems and accountability.
Justice in Code – AI & Blockchain in UK Asylum Systems
A case study based on my MSc dissertation examining how AI-assisted asylum tools and blockchain identity systems interact with UK human rights and data protection safeguards.
Joy Buolamwini – “How I’m Fighting Bias in Algorithms” (TED Talk)
This talk explores how facial recognition systems encode bias and reflects on accountability in AI system design.
ProPublica – “How We Analyzed the COMPAS Recidivism Algorithm”
An investigative piece analysing bias in a criminal justice risk scoring system and examining disparities in predictive outcomes.
Ada Lovelace Institute – “Examining the Black Box”
A report outlining practical approaches to auditing and assessing algorithmic decision-making systems.
Documentary – Coded Bias
A documentary examining bias in facial recognition technologies and the broader implications of opaque AI systems.
Algorithmic Justice League
An organisation focused on identifying and challenging bias in artificial intelligence systems.