1 November 2022
Explainable Legal Case-Based Reasoning (XL- CBR) in Asylum Adjudication: Evidential Analysis and AI Prediction
Author: Dr. Karen McGregor Richmond
Designing explainable AI solutions for use in asylum adjudication requires research teams to adopt the methods and techniques most suited to the data and the overarching task. The Case-Based Legal Reasoning approach allows researchers to develop AI for use in adjudication scenarios characterised by an attenuated evidential matrix, social intersubjectivity and the foregrounding of narrative coherence over rationalism and inferential coherence.