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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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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Who owns the truth in Large Language Models?
Large language models are rapidly becoming the interfaces through which knowledge is accessed, shaped, and distributed.
If only a handful of companies own these models, they also hold the power to define what appears as truth in our digital discourse.
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