As artificial intelligence increasingly shapes social services, understanding the legal considerations for AI in social services becomes essential to ensure ethical and lawful deployment. Policymakers and practitioners must navigate complex issues surrounding algorithmic accountability and legal compliance. From data privacy challenges to questions of transparency and responsibility, addressing these legal aspects is vital to safeguard…

The increasing integration of algorithms in criminal risk assessments raises critical questions about accountability for bias within these technologies. As these tools influence sentencing and parole decisions, understanding who bears responsibility becomes essential for maintaining justice and fairness. Addressing the responsibilities inherent in algorithmic bias is vital for safeguarding ethical standards and ensuring that legal…