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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.

From Cut-and-Paste to Prompt-and-Paste

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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Human Syntax

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

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

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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Building Cognitive Resilience

Building Cognitive Resilience

between micro-time, redundancy and the mirror of ignorance

Cognitive resilience is a dynamic state that enables us to handle complexity and change. It emerges at the intersection of fragmented attention, parallel pathways of thought, and humility before the limits of knowledge. By understanding the impact of micro-time, practicing redundancy in reasoning, and reflecting on what we cannot yet see, we build a structure that strengthens both individuals and organizations.
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Language models as external memory

Language models as external memory

What happens to our internal capacity?

We are increasingly outsourcing our thinking to technology. What started as a complement has now become execution: language models and AI tools draft emails, propose decisions, and deliver arguments on our behalf.
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Our thinking is being reformatted now

Our thinking is being reformatted now

dopamine and language models reshape the brain’s playing field

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AI Psychosis and Synthetic Safety

AI Psychosis and Synthetic Safety

The shift when dialogue moves to systems

A clear shift in human interaction shows how conversations increasingly take place with AI rather than with people. Availability, confirmation, and the absence of friction make AI interactions often feel more rewarding than human ones.
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When support becomes steering

When support becomes steering

And what It does to our ability to see

We build systems to help us think, but in the same process, those systems change how we think. AI is no exception. What begins as support for analysis and decision-making can, over time, become a steering factor—not because the technology takes over, but because our own frames of reference gradually shift.
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