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Part 25 - AI Buddy... why do we understand some texts right away, while others we have to read several times?

Writer: Magne Bjella
Magne Bjella
6 hours ago
5 min read

Have you ever read a text and thought, “That was easy to understand”? Or perhaps the opposite: “I don’t understand what they’re trying to say.” The difference is rarely about how intelligent the reader is. It’s often about how the content is written and structured. In this article, we take a closer look at what makes academic content easy to understand – without it becoming superficial.


A detailed watercolor illustration shows Magne and his AI buddy walking along the beautiful coastal path in the Golden Gate Park area, heading towards the iconic Golden Gate Bridge in San Francisco. The sea sparkles in the afternoon sun, sailboats move calmly across the bay, and green trees, flowers, and cliffs frame the landscape. Magne is wearing his signature blue knit sweater, light pants, and natural hairstyle, while his AI buddy is wearing glasses, a brown jacket, a dark turtleneck, and jeans. The illustration symbolizes a shared learning journey toward greater understanding and shows how good professional communication leads people step by step from curiosity to insight. The motif visualizes themes such as artificial intelligence, knowledge development, pedagogy, digitalization, SEO, content strategy, user experience, learning, trust, and long-term value creation.

Magne & the Friend


Magne

Friend...


I have experienced something many times.


Two people can explain exactly the same thing.


One makes it easy.


The other one makes it difficult.


Why does it happen?


The buddy

Because good communication is not about using as many technical terms as possible.


It's about helping others understand.


There is an important difference.


Magne

So...


A professional is not necessarily a good communicator?


The buddy

No.


A professional can have enormous knowledge.


But if that knowledge is not made understandable, it will not reach.


The best communicator is often the one who manages to make something difficult easier – without doing it wrong.



An educational watercolor shows Magne and the KI-Kompis in front of a large green board with a view of the Golden Gate Bridge and San Francisco Bay. The board illustrates why some texts are perceived as easy to understand while others seem complicated. A simple model shows how specialist knowledge combined with good explanations creates understanding in the reader. The characteristic SF coffee cup, the green teapot, notebooks and non-fiction tie the illustration together with the rest of the KI-Kompis series. The illustration shows how good structure, pedagogy, artificial intelligence, SEO, user experience and clear communication make specialist content easier to understand and learn from.

Magne

That reminds me of something we talked about before.


We will explain technical terms.


Don't hide behind them.


The buddy

Yes.


Technical terms have an important function.


They provide precision.


But they must be invited into the text.


Don't throw it in the reader's head.


Magne

So why do we create our own pages with technical terms?


A warm watercolor shows Magne and his AI buddy in front of a large green board that explains how good communicators make complex subject matter easier to understand without oversimplifying the content. The board shows a pedagogical model where complex subject matter is structured, explained through concrete examples, and gradually develops understanding in the reader. Outside the windows are the Golden Gate Bridge, the ocean, and the beautiful coastline of San Francisco. The illustration shows how pedagogy, content strategy, artificial intelligence, SEO, knowledge sharing, and good user experience make advanced knowledge accessible to more people.

The buddy

Exactly.


Then the main text can flow naturally.


At the same time, the reader knows that there is always an explanation if a concept is new.


It creates security.


Magne

I actually like the idea of our website functioning a bit like a good lecturer.


The buddy

That's a very good ambition.


A good lecturer doesn't make the material easier because the subject is simple.


He or she makes it easier because the explanation is good.


A detailed educational watercolor shows Magne and his AI buddy in front of a large green board with a view of the Golden Gate Bridge. The board illustrates how technical terms should be used to create precision while always explaining them through simple words, examples and context. The model shows the journey from technical terms via explanation and understanding to a confident reader who experiences mastery instead of uncertainty. On the table is the characteristic SF coffee cup, a green teapot, notebooks and technical books that create a warm learning environment. The illustration shows how artificial intelligence, SEO, knowledge dissemination, pedagogy and clear explanations build trust and make technical content accessible to everyone.

Magne

So...


Isn't the goal to impress the reader?


The buddy

No.


The goal is for the reader to understand.


When the reader understands, trust grows.


As trust grows, learning comes.


And when learning comes, value is created.


A comprehensive educational watercolor shows Magne and his AI buddy in front of a large green board that summarizes the characteristics of good academic communication. The board shows how good content starts with what the reader knows, builds knowledge step by step, explains new concepts, uses concrete examples, breaks down complicated information, shows connections, summarizes along the way and guides the reader further. Through the windows, the Golden Gate Bridge, the ocean and the beautiful coastline outside San Francisco can be seen. The characteristic SF coffee cup, green teapot, notebooks and non-fiction tie the illustration together with the rest of the series. The illustration shows how pedagogy, artificial intelligence, SEO, digital communication and good structure make knowledge easier to understand for both humans and digital systems.

Academic specialization

Characteristics of good professional communication


Good professional communication:

  • starts with what the reader knows

  • building one step at a time

  • explains new concepts

  • uses concrete examples

  • breaks down complex information

  • shows connections

  • summarizing along the way

  • leads the reader further


This is not just good pedagogy.


A detailed watercolor shows Magne and the AI buddy in front of a large green board with a view of the Golden Gate Bridge and the Pacific Ocean. The board illustrates how good communication develops a natural learning journey from understanding to trust, further to learning and finally value creation. The message emphasizes that the goal is never to impress the reader, but to make subject matter understandable so that the knowledge can be used in practice. Around Magne and the AI buddy stand the characteristic SF coffee cup, the green teapot, notebooks and textbooks that tie the series together. The illustration shows how artificial intelligence, SEO, user experience, digital pedagogy, knowledge sharing and clear communication create lasting value for both people and businesses.

It also makes the content easier to understand for digital systems that attempt to interpret structure and meaning.


What makes a technical text easy to understand?

Less good communication

Good communication

Many technical terms without explanation

Technical terms are explained when they are introduced.

Many technical terms without explanation

Technical terms are explained when they are introduced.

Long and complicated sentences

Short, clear and precise sentences

Jumping between topics

One main topic at a time

Many assumptions

Explains necessary background

No examples

Uses practical examples


New terms in this article


English technical term

Short explanation

Knowledge Communication

To make professional knowledge understandable and useful for the target group.

Readability

How easy a text is to read and understand.

Plain Language

Language that is clear, precise and adapted to those for whom the text is written.

Target Audience

The people the content is made for.

Example-Based Learning

A method in which practical examples are used to explain theory.

Analogy

A comparison that makes a difficult topic easier to understand by linking it to something familiar.

Concept Explanation

An explanation of a technical term or a key concept.

Scaffolded Learning

A pedagogical method in which new knowledge is gradually built on what the reader already knows.

Cognitive Load


The mental effort required to understand and process information.

Communication Strategy

A plan for how knowledge will be presented so that it is understood and remembered.


We have only just begun.


Magne

Friend...


Now I understand how we should write.


But what about the pictures?


Can an illustration or a watercolor actually make learning easier?


The buddy

Hehe...


There we come to an area that far too many people underestimate.


A good picture doesn't just decorate an article.


That may be part of the explanation itself.


And that is exactly what we are going to explore further.






Academic background and further reading

This series also builds on my own professional journey through the Web Design study , the eMarketing study , Innovation and Commercialization and professional seminars in San Francisco and Oxford . Here you will find the background, professional environments and experiences that have followed the development from the early years of the web to today's digitalization.



Icon symbolizing the table of contents in the knowledge universe about artificial intelligence on The Invisible Capital. The icon leads to the complete overview of the subject series' articles, themes and learning journey, from a basic understanding of artificial intelligence to knowledge, trust, value creation and competitiveness.






Icon of an open book symbolizing recommended literature in the knowledge universe about artificial intelligence on The Invisible Capital. The icon leads to a specialist library with recommended books on artificial intelligence, digitalization, content strategy, innovation, customer experiences, leadership, value creation and modern business development.




Recommended books from our library



Co-Intelligence: Living and Working with AI One of the most recommended introductory books on artificial intelligence. Ethan Mollick explains in an easy-to-understand way how humans and AI can collaborate, what opportunities the technology offers, and why understanding artificial intelligence is becoming an important skill for everyone – not just technologists.

Co-Intelligence: Living and Working with AI


Author: Ethan Mollick


Short review

One of the most recommended introductory books on artificial intelligence. Ethan Mollick explains in an easy-to-understand way how humans and AI can collaborate, what opportunities the technology offers, and why understanding artificial intelligence is becoming an important skill for everyone – not just technologists.


Why we recommend the book

This is one of the best books to start with if you want a practical and understandable introduction to artificial intelligence. It is a perfect fit as the first book in our blog series about AI.





A practical and insightful book that shows how artificial intelligence can be used to create value in businesses. Thomas H. Davenport combines research and concrete examples to explain how AI can improve decisions, streamline work processes, and contribute to innovation.

The AI Advantage: How to Put the Artificial Intelligence Revolution to Work


Author: Thomas H. Davenport


Short review

A practical and insightful book that shows how artificial intelligence can be used to create value in businesses. Thomas H. Davenport combines research and concrete examples to explain how AI can improve decisions, streamline work processes, and contribute to innovation.


Why we recommend the book

This book is well suited for managers, employees, and decision-makers who want to understand how artificial intelligence can be used in practice. It bridges the gap between technology and value creation, and therefore fits well with the philosophy behind The Invisible Capital.




Melanie Mitchell provides a balanced and easy-to-understand introduction to what artificial intelligence is, how the technology works, and what limitations it still has. The book distinguishes between myth and reality and makes complex topics accessible to a wide audience.

Artificial Intelligence: A Guide for Thinking Humans


Author: Melanie Mitchell


Short review

Melanie Mitchell provides a balanced and easy-to-understand introduction to what artificial intelligence is, how the technology works, and what limitations it still has. The book distinguishes between myth and reality and makes complex topics accessible to a wide audience.


Why we recommend the book

This book is perfect for those who want a deeper understanding of artificial intelligence without having to be a programmer or data scientist. It complements the other recommendations by placing today's AI developments in a larger academic and historical perspective - exactly the understanding we want to build through this blog series.









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