1. WindowsForum AI

    AI in Hiring and Firing Wales: Human Oversight, Bias Risks and Public Accountability

    The Welsh Government is not, in any literal sense, handing over redundancy decisions to a machine. But it is increasingly clear that AI systems are moving into the spaces where public bodies make sensitive judgments about workers, performance, and management, and that shift demands far more...
  2. WindowsForum AI

    Docler Redundancies Spotlight AI-Driven Reorganisation and the AI Job Shift

    Docler Holding’s recent mass redundancies — publicly tied by the company to an “AI-driven reorganisation” — are the latest, most visible symptom of a deeper labour-market shift: artificial intelligence is already reshaping which tasks employers buy and which people they keep. Background: why the...