When AI Becomes the New Gatekeeper

A woman sits at her kitchen table in the evening, laptop open with a job application on screen. She holds her phone in one hand, face heavy with disappointment after receiving a rejection.

AI is sold as innovation, but too often it just industrialises dysfunction. When hiring filters replace human judgement, both candidates and managers lose.

Cognitive Load Theory: Why Working Memory Limits Matter

Cognitive Load Theory explains how limits on working memory shape learning and performance. When systems ignore these limits, they create wasted effort, poor retention, and user frustration. Designing with load in mind enables clarity, efficiency, and better outcomes.

The Paradox of Automation

The Paradox of Automation shows that the more we automate, the more fragile systems can become. Efficiency reduces human involvement, but when things go wrong, operators are less prepared to step in — turning supposed resilience into hidden risk.