A Neuro-Symbolic Framework for Accountability in Public-Sector AI

Allen Daniel Sunny, Ido Sivan-Sevilla

Automated eligibility systems increasingly determine access to essential public benefits, but the explanations they generate often fail to reflect the legal rules that authorize th…