Insights & perspectives
Shaping the future of work and competence as a system.
Through articles, analyses, and metacognitive reflections, Erigo explores competence as a structural driver for organizations and society. The texts span from practical insights to systemic perspectives, creating a space where knowledge becomes both measurable and meaningful.
The Confirmation Machine
Synthetic safety, the interpretive gap and the MIT paper that confirms
For nearly two decades, I have worked with how digital systems affect human behaviour and cognition. When language models entered the market, I began systematically crossing neuroscience, behavioural research and LLM architecture to understand what actually happens when people converse with AI.
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When Probability Speaks
On truth, language, and what happens when AI shapes our understanding
Truth today is weighted by probability. It affects how we interpret the world, and how we sound when we try to describe it.
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