Insights & perspectives

A developer builds an AI assistant for financial compliance. At first, the system works smoothly. It cites regulations, answers questions, and feels reliable.

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.

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.

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.

Erigo has become a member of Swedish Edtech Industry, the trade association for edtech in Sweden. The membership reflects our commitment to developing the edtech landscape and building sustainable infrastructure for learning.

700 million people. 2.5 billion daily messages. 29,000 prompts per second. This is how ChatGPT is being used in September 2025, according to the new NBER report How People Use ChatGPT.

At InnoShare’s company gathering on September 10, Katri Lindgren, founder of Erigo, gave a lecture on Competence sharing – from surplus to value. The discussion focused on how organizations can address today’s challenges by sharing and mobilizing skills across organizational boundaries.

AI tools accelerate. They generate code, draft analyses, and deliver proposals in milliseconds. On the surface, this looks like a win: faster processes, lower costs, higher efficiency.

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.