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.
We chase AI's capabilities
What it does to ours deserves equal attention
We track every new model release. We benchmark, compare, implement. An entire industry is built around measuring what AI can do. The question I have followed is a different one: what happens to our own capacity in the process? I have worked with behavioral data in digital environments for nearly two decades. Since language models entered the market, I have continuously tracked how this new layer affects what we already knew about algorithmic flows, concentration, and interpretive ability.
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Cognitive Impairment in the AI Era
From medical diagnosis to technology-induced deskilling
The concept of cognitive impairment has traditionally described medical conditions such as dementia and MCI. Recent research points to a different form of cognitive decline that does not stem from neurological disease but from our dependence on digital tools and AI systems.
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When support becomes steering
And what It does to our ability to see
We build systems to help us think, but in the same process, those systems change how we think. AI is no exception. What begins as support for analysis and decision-making can, over time, become a steering factor—not because the technology takes over, but because our own frames of reference gradually shift.
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