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Insights & perspectives

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.

From Cut-and-Paste to Prompt-and-Paste: The evolution of cognitive fragmentation
From Cut-and-Paste to Prompt-and-Paste: The evolution of cognitive fragmentation
Cut-and-paste began as a physical editing technique. Writers and editors literally cut text with scissors and rearranged it with glue. This required reading, understanding, and deliberate reorganization of ideas.
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Understanding the linguistic mind: A prelude to machine syntax
Understanding the linguistic mind: A prelude to machine syntax
Language builds the framework of thought. Every structure we use to speak also becomes a structure we use to think. Across languages, these structures differ in grammar, metaphor and category, creating distinct ways of perceiving and relating to the world.
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Community through knowledge: and why we need to innovate new structures
Community through knowledge: and why we need to innovate new structures
Knowledge carries a social dimension. When people learn together, patterns emerge that connect, strengthen, and evolve. In a world defined by constant change, learning becomes the shared fabric that enables development, a structure for trust, meaning, and continued human progress.
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Human Syntax: When machines rewrite the grammar of thought
Human Syntax: When machines rewrite the grammar of thought
In When Probability Speaks, I explored how truth and language intertwine when probability begins to define meaning. This article continues that exploration, focusing on how our ways of writing and thinking are being reshaped by the systems we use.
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When Probability Speaks: On truth, language, and what happens when AI shapes our understanding
When Probability Speaks: On truth, language, and what happens when AI shapes our understanding
Truth today is weighted by probability. It affects how we interpret the world, and how we sound when we try to describe it.
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Cognitive Sustainability: Between systemic noise and human silence
Cognitive Sustainability: Between systemic noise and human silence
We often speak about sustainability in terms of climate, energy, and economy. But how sustainable is our ability to think? As both systems and brains are shaped by the same logic, a gap emerges between what we know, what we believe we know, and what we no longer have the mental endurance to understand.
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Cognitive Integrity: The missing layer of developer ethics
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
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?
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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