Helen, Author at Mage Insights

February 9, 2026February 9, 2026AI Ethics, Design to Deploy, Human-Machine Teaming, Trust

How do we know when AI is safe enough to trust?

How should we evaluate autonomous cyber defence agents in ways that support real human decision-making, trust, and accountability? Autonomous cyber defence agents […]

May 29, 2025May 29, 2025Human-Machine Teaming

Strategies to Enhance Human-Machine Team Performance in the Face of System Failures

As a psychologist specialising in Human-Machine Teaming (HMT) with AI and autonomous systems, I focus on one of the most important but […]

March 23, 2025May 29, 2025Case Study, Prototyping

Leveraging Large Language Models for Disaster Relief Communications

In disaster situations, communication is critical but often fragmented, delayed, or inaccessible. In this project with Easol and Coefficient, I explored how […]

November 18, 2024November 19, 2024AI Ethics, Design to Deploy, Human-Machine Teaming, Research & Insights, Trust

Human-Ready AI: Insights for the RAISO

The UK Ministry of Defence has recently published Part One of JSP 936, a directive focused on dependable AI in Defence, which […]

October 1, 2024November 19, 2024Human-Machine Teaming, Research & Insights

Using Role-play to Explore Human-AI Collaboration

With Halloween approaching, you might be thinking of a costume—perhaps a retro robot with blinking lights and a cardboard head? But while […]

June 19, 2024July 20, 2024Design to Deploy

Defence AI

Implementing AI in defence is challenging because the high cost of failure places most defence applications within the high risk use case […]

June 18, 2024June 19, 2024Case Study

Transforming AI Research into Scalable Solutions

When I first met Advai, the team consisted of pioneering machine learning researchers eager to bring their innovations to market. My goal […]

June 5, 2024July 20, 2024Case Study, Human-Machine Teaming, Research & Insights

Human AI Collaboration for Cyber Security

I’m driven to stay ahead of evolving threats to national security, researching innovative approaches that blend human expertise with artificial intelligence (AI) […]