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.
Cognitive Integrity
The missing layer of developer ethics
A developer builds an AI assistant for financial compliance.
At first, the system works smoothly. It cites regulations, answers questions, and feels reliable.
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When AI writes the world
The risks of next‑generation models trained on their own mirror image
The technical development within generative AI has reached a point where large language models not only consume information, but produce the majority of new text on the internet. These systems also rely on training data to develop their language capabilities. This creates a structural tension:
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