Artificial Intelligence (AI)

Articles on artificial intelligence (AI), language models, digitalisation, and how people and technology can create greater value together. The articles explain artificial intelligence in a clear and accessible way—from fundamental concepts to practical applications, content development, websites, e-commerce, and the future of digital work.

Watercolor illustration showing how humans and artificial intelligence build a shared universe of knowledge. A professional and a friendly AI assistant collaborate in front of a website surrounded by themes such as customer questions, knowledge structure, meta titles, meta descriptions, sitemap, search engines and information architecture. The illustration introduces the table of contents for the subject series “Artificial intelligence – from technology to knowledge” on Den usynlige Kapitalen and shows how well-structured content makes websites easier to understand for both humans, search engines and artificial intelligence.

Table of contents - KI series

Innholdsfortegnelse til «Kunstig intelligens – fra teknologi til kunnskap». En samlet oversikt over alle artiklene i KI-serien på Den usynlige kapitalen.

Magne Bjella

2 hours ago3 min read

Part 1 - AI Buddy… what exactly is artificial intelligence?

Learn what artificial intelligence (AI) is through a simple and accessible introduction. We explain the basic concepts and show why AI affects us all.

Magne Bjella

2 hours ago6 min read

Watercolor illustrating how a question to ChatGPT can be processed using model knowledge, conversation context, documents, and information from the web before an answer is constructed.

When ChatGPT responds – where does the response actually come from?

How does ChatGPT actually generate an answer? Learn the difference between model knowledge, conversation context, documents, web searches and different types of web crawlers.

Magne Bjella

2 hours ago20 min read

A detailed watercolor illustration shows Magne and his AI buddy walking in front of the iconic Sentinel Building, also known as the Columbus Tower, in San Francisco. The distinctive green copper building with its pointed tower dominates the motif, while a historic Cable Car drives through the intersection of Columbus Avenue and Kearny Street. Magne has his characteristic blue knit sweater, light pants and natural hairstyle, while his AI buddy has glasses, a brown jacket, a dark turtleneck and jeans. Modern skyscrapers contrast with the historic architecture and symbolize the meeting between tradition and innovation. The illustration visualizes the themes of information, knowledge, insight, artificial intelligence, digitalization, knowledge management, SEO, learning, user experience and long-term value creation through professional content.

Part 15 - AI-Buddy... what is the difference between information and knowledge?

What is the difference between information and knowledge? Learn how insight, the DIKW model, SEO and artificial intelligence create understanding and better decision-making.

Magne Bjella

2 hours ago4 min read

Part 16 - AI Buddy... what's the first thing you see when you come to a website?

How does artificial intelligence see a website? Learn why structure, headings and clear content are essential for both people and AI.

Magne Bjella

2 hours ago5 min read

A detailed watercolor illustration shows Magne and his KI buddy sitting outside a traditional pub in Oxford, each with a glass of English ale. Behind them is the iconic Radcliffe Camera, historic university buildings, bridge over the river, punts on the water and gothic spires that characterize Oxford University. Magne has his characteristic dark blonde hairstyle, blue knitted sweater and light trousers, while his KI buddy has short dark hair, glasses, a brown jacket and a dark turtleneck. The atmosphere is warm, academic and invites reflection on how knowledge is organized. The illustration symbolizes how a good knowledge universe is built through structure, coherence and learning. The motif visualizes artificial intelligence, knowledge management, information architecture, SEO, digitalization, content strategy, semantic connections, pedagogy and long-term value creation.

Part 14 - AI Buddy.....How do we organize knowledge?

How do we organise a knowledge ecosystem? Learn how structure, SEO, artificial intelligence and good information architecture build lasting knowledge.

Magne Bjella

2 hours ago5 min read

A detailed watercolor illustration shows Magne and the AI buddy strolling through North Beach in San Francisco as they discuss how businesses should prioritize which questions to answer first. Magne is wearing a blue sweater, light pants, and a brown shoulder bag, while the AI buddy is wearing glasses, a brown jacket, a dark turtleneck, and jeans. Around them is historic North Beach with Caffè Trieste, the iconic cable car, the Transamerica Pyramid, and the city’s characteristic streets full of people, cafes, and bookstores. The illustration symbolizes how a good content strategy begins with understanding which questions create the most value for the most people. The conversation between Magne and the AI buddy visualizes how customer insights, prioritization, knowledge sharing, SEO, and artificial intelligence are interconnected. The warm watercolor style conveys curiosity, collaboration, and professional reflection, while North Beach represents storytelling, learning, and innovation.

Part 11 - AI Buddy... what questions should we answer first?

Learn how to prioritise your customers’ most important questions and create knowledge articles that strengthen customer service, SEO, artificial intelligence and value creation.

Magne Bjella

2 hours ago7 min read

A detailed watercolor illustration shows Magne and his KI buddy walking through Alamo Square Park in San Francisco with the iconic Painted Ladies in the background. Magne has his signature blue sweater, light pants and natural hairstyle, while the KI buddy has glasses, a brown jacket, a dark turtleneck and jeans. They walk together towards the historic Victorian houses while the San Francisco skyline rises behind them. The park is filled with people, flowers, large trees and green grass that create a warm and calm atmosphere. The illustration symbolizes how individual articles can be connected to a larger universe of knowledge where each article leads the reader to the next question. The motif visualizes themes such as internal linking, knowledge architecture, SEO, artificial intelligence, digitalization, learning journeys, content strategy, user experience, trust and long-term value creation.

Part 12 - AI-Buddy... why shouldn't any articles stand alone?

Why should no article stand alone? Learn how internal links, knowledge ecosystems, SEO and artificial intelligence build trust and deeper insight.

Magne Bjella

2 hours ago4 min read

A detailed watercolor illustration shows Magne and the KI buddy in a professional conversation in front of the iconic Dragon Gate at the entrance to Chinatown in San Francisco. Magne is wearing his characteristic blue sweater and light pants, without a shoulder bag, while the KI buddy is wearing glasses, a brown jacket, a dark turtleneck sweater and jeans. Around them, red Chinese lanterns, traditional buildings, restaurants, shops and the lively atmosphere of Chinatown create an authentic setting for the conversation about how a website can grow into a large universe of knowledge without becoming overwhelming. The illustration symbolizes the transition from individual articles to a holistic information architecture where knowledge is logically organized around the needs of users. The warm watercolor style emphasizes collaboration, reflection and long-term knowledge building, while Chinatown represents order, tradition, connections and systematic thinking. The illustration serves as th

Part 13 - AI-Companion... how do we build a universe of knowledge without chaos?

Learn how good information architecture creates a knowledge ecosystem that is easy to use, easy to find on Google, understood by artificial intelligence and designed for people.

Magne Bjella

2 hours ago7 min read

A detailed watercolor illustration from Fisherman's Wharf in San Francisco shows Magne and his AI buddy strolling along the waterfront while discussing how artificial intelligence can help businesses create better content and customer experiences. Magne is wearing a blue sweater, light pants, and a brown shoulder bag, while the AI buddy is wearing glasses, a brown jacket, a dark turtleneck, and jeans. Both are smiling and engaged in a professional conversation with the bustling harbor as a backdrop. On the left is the iconic Fisherman's Wharf sign, and in the background are the famous restaurants Crab House, Fishermen's Grotto, and Alioto's along Pier 39. Sea lions rest on the floating docks, while a seagull sits on a wooden pole at the water's edge. The watercolor conveys a warm and inspiring encounter between people, knowledge, and technology, where customer questions form the starting point for insight, content development, trust, search engine visibility, and ar

Part 10 - AI-Companion... how do I find the questions customers actually ask?

Discover how customer questions can become knowledge articles that build trust, strengthen SEO, increase visibility in artificial intelligence and create value.

Magne Bjella

2 hours ago7 min read

Watercolor illustration of Magne and AI Buddy walking together at Pier 39 in San Francisco with sea lions, the Golden Gate Bridge and the iconic harbor area in the background. The illustration symbolizes the start of the journey towards building an AI-friendly website where knowledge, people, structure and technology form the foundation. The image illustrates the human side of artificial intelligence, digitization, customer experiences, content strategy, SEO, AI optimization and long-term value creation.

Part 9 - AI-Buddy... where do we start if we are going to build an AI-friendly website?

How do you build an AI-friendly website? Learn why knowledge, people and structure must come before technology, SEO and artificial intelligence.

Magne Bjella

2 hours ago7 min read

Part 6 - AI Buddy... how do you actually read a website?

How does artificial intelligence read a website? Learn why structure, headings and clear language are more important than you might think – for both people and AI.

Magne Bjella

2 hours ago4 min read

Part 7 - AI-Friend... how do you decide if a website is good?

How does artificial intelligence assess quality? Learn why credible sources, high-quality content and trust are essential for both people and AI.

Magne Bjella

2 hours ago4 min read

Watercolor of Magne and Kompisen walking through the historic streets of Naples with a view of the Bay of Naples and Vesuvius in the background. The illustration symbolizes how artificial intelligence is changing the way people find, understand and use information. The motif is used in a professional article that explains what AI optimization really is, and how AI Optimization (AIO), LLMO (Large Language Model Optimization), GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), SEO, structured content, digital visibility, human understanding, credibility, knowledge sharing and value creation are interconnected in a new era of generative artificial intelligence.

Part 8 - AI Buddy... what exactly is AI optimization?

What is AI optimisation? Learn how SEO, GEO, AIO, LLMO and AEO help people and artificial intelligence find, understand and use content.

Magne Bjella

2 hours ago5 min read

Part 5 - AI Buddy... where do your answers actually come from?

Where do AI answers come from? Learn how language models build responses, why reliable sources are essential, and why critical thinking always matters.

Magne Bjella

2 hours ago5 min read

Part 3 - AI-Friend... how do you actually understand what I'm writing?

How does artificial intelligence understand language? Learn how language models use patterns, context and probability to interpret questions and provide answers.

Magne Bjella

2 hours ago5 min read

Part 4 - AI Buddy... how do you actually create an answer?

How does artificial intelligence generate an answer? Learn how language models build responses step by step, and why good questions lead to better results.

Magne Bjella

2 hours ago4 min read

Part 2 - AI Buddy… how does an artificial intelligence actually learn?

How does artificial intelligence learn? Discover how language models are developed, why data is essential, and what distinguishes AI from human learning.

Magne Bjella

2 hours ago4 min read

Large watercolor illustration of Magne and Kompisen walking through Piazza del Duomo in Milan while they talk about what a hallucination in artificial intelligence really is. Around them are the iconic Duomo di Milano cathedral, historic buildings, elegant arcades, Italian cafes and the classic yellow tram that symbolizes Milan's vibrant urban environment. The illustration visualizes the main theme of the article: why artificial intelligence can sometimes present information that seems correct and convincing, but is completely or partially wrong. The conversation between Magne and Kompisen shows how language models build answers using probability, pattern recognition and language understanding - not by looking up sure-fire answers. The watercolor emphasizes the importance of source criticism, documentation, critical thinking and human judgment when artificial intelligence is used as a work tool. The illustration is part of the series Magne & Kompisen on Den usynlige Kapitalen,

Part 35 - AI Buddy... what exactly is a hallucination?

What is an AI hallucination? Learn why language models can give incorrect answers, how to spot them and how to use AI safely.

Magne Bjella

2 hours ago5 min read

Large watercolor illustration of Magne and Kompisen walking through the historic streets of Bologna, Italy, discussing why humans still need to control information in an era where artificial intelligence is used to find, summarize, and explain knowledge. Surrounded by the iconic medieval towers of Asinelli and Garisenda, the characteristic arcades, Piazza Maggiore, and the warm atmosphere that characterizes Bologna. The illustration symbolizes how artificial intelligence can be a valuable collaborator, but never relieves humans of the responsibility to check facts, evaluate sources, and use critical thinking. The motif visualizes the interaction between technology and human judgment, where experience, expertise, and source criticism are still crucial when information is used for research, public administration, economic assessments, health, and other decisions of great importance. The illustration is part of the series Magne & Kompisen on The Invisible Capital, where artificial int

Part 36 - AI Buddy... why do humans still have to control information?

Why do people still need to check information? Learn when AI-generated answers need to be verified, why source evaluation is essential and how to use artificial intelligence responsibly.

Magne Bjella

2 hours ago5 min read