Researching the alignment of autonomous agents with human ethical frameworks. Focusing on the prevention of "algorithmic bullying" and hallucinated liability in high-stakes commercial environments.
Systems Architecture
Designing "Native-First" governance protocols that prioritize data sovereignty. Bridging the gap between General Counsel requirements and CISO-grade data security.
Academic & Professional Standard
Doctor of Philosophy
Legal Ethics & Negotiation
Investigation into the ethical boundaries of automated reasoning in multi-jurisdictional contract negotiations.
AIGP & GIAC
AI Governance & Data Security
Certified AI Governance Professional and GIAC-certified data integrity practitioner.
Operational History
Pharma | Tech | Maritime
15 years of multi-jurisdictional experience across Ireland, MENA, and Australia.
Latest Observations
Feb 2026
The Signal Crisis: Managing AI Slop in Legal Communication
As generative agents lower the marginal cost of production, the cost of consumption skyrockets. We are entering an era of "Inflation of Words" where human-verified signal is the only remaining luxury.
Jan 2026
Beyond the Black Box: Why Sovereignty Matters
A look into why enterprise governance must move back to native infrastructure. The risks of centralized proprietary AI platforms in regulated industries.