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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 hidden weight of alignment

The hidden weight of alignment

How reinforcement shapes truth in LLMs

You ask a model about a sensitive issue. Instead of answering, it politely refuses. That refusal is not random. It is alignment in action, the hidden layer that decides what a large language model (LLM) is allowed to say.
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