Jack McKinlay
Welcome to my website!
I am a final-year computer science PhD researcher at the University of Bath’s Accountable, Responsible and Transparent AI Centre for Doctoral Training. My research develops practical methods for value alignment in AI: ensuring AI systems make decisions that support human values in real-world deployment contexts.
I take a neurosymbolic approach that bridges computational methods (argumentation frameworks and large language models) with psychological theory, enabling auditable AI systems that can extract values from policy documents and model human decision-making processes. My work has been published in the Journal of Artificial Intelligence Research, with additional papers presented at workshops and conferences including the Value Engineering in AI workshop at ECAI.
Beyond technical research, I actively engage with AI policy and governance. I have contributed to United Nations consultations on AI governance, collaborate internationally with researchers at Umeå University, and organised a workshop on peer review in the age of large language models. Before my PhD, I spent five years in finance and defence, giving me practical insight into deploying AI systems in high-stakes, regulated environments.
news
| Nov 20, 2025 | Excited to share that my paper “Understanding the Process of Human-AI Value Alignment” has been accepted for publication in the Journal of AI Research (JAIR)! |
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| Oct 24, 2025 | Presented my paper “Value Extraction from Policy Text with Large Language Models” at the Value Engineering in AI Workshop (VALE) at ECAI 2025 in Bologna, Italy. |