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.
AI and quality
from micro level to systemic risk
More reports are now emerging as AI has been part of working life for some time. The first aggregated data shows that the technology can increase efficiency, but quality does not always follow. In some cases, we even see declines.
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Bias in AI
Weightings that shape our worldview
We are galloping in step with technology. Fascination carries us forward. But there are questions we rarely pause to consider.
Bias in AI is often discussed as a technical problem — something that can be adjusted, coded away, fine-tuned. But bias is not just about data. It is about which interpretations are given priority. Which worldview is reinforced. Which values are amplified, and which are cut away.
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