Information Is Not a Thing Information emerges through perception and interpretation

There are many ways of understanding information. In everyday language, information is often treated as content, while other fields define it in terms of data, signals, uncertainty, or physical states. This article explores another perspective: information as something that emerges through perception and interpretation.

Information can be understood in many ways, as discussed in “What Do We Mean by Information?“ The perspective here begins with a simple idea: before anything becomes information, it must first be perceived and interpreted.

In everyday language, we speak as if information were a thing. A book contains information. A website contains information. A report contains information. These are perfectly reasonable ways of speaking, but they hide something important. They encourage us to think of information as an object that exists independently of the people who use it.

A book is not information

Imagine opening a book written in Japanese. If you cannot read Japanese, the pages are simply covered with marks. You see shapes and patterns, but they tell you nothing. Someone who reads Japanese sees exactly the same marks yet understands a story, an argument, or a set of instructions. The marks on the page have not changed. The reader has.

From this perspective, the book does not contain information in any absolute sense. It contains patterns that become information only when someone is able to interpret them.

From signals to meaning

The same idea applies to all our senses. Light reflected from an object enters our eyes. Vibrations in the air reach our ears. Molecules stimulate our sense of smell. Our sensory systems convert these physical signals into neural activity, and our brains interpret that activity by drawing on previous experience. We do not experience raw signals. We experience a world that already has meaning.

When I see a round object on a field, I do not consciously analyze its color, shape, and movement before recognizing it as a football. My brain performs that interpretation almost instantly, combining what my eyes detect with everything I have learned through experience. What begins as physical signals becomes information through interpretation.

This way of thinking suggests that information is not simply found in the world. What exists are patterns, signals, and structures. Information arises when those patterns are recognized and interpreted. The same physical pattern may therefore be information for one person and meaningless to another.

A weather forecast may be valuable information to a farmer, but of little interest to someone planning to stay indoors. A graph that is immediately meaningful to a scientist may be incomprehensible to someone unfamiliar with the subject. The physical patterns are the same. What differs is the ability to interpret them.

This perspective fits closely with Gregory Bateson’s description of information as “a difference that makes a difference.” A pattern becomes information only when it makes a difference to an observer or to a system capable of responding to it.

It also helps clarify the relationship between information and knowledge. Information arises through interpretation. Knowledge develops when information is integrated with experience, contributing to our ability to understand the world and act intelligently within it.

Seen in this way, information is not a thing stored in books or computers. It is something that emerges through the relationship between the world and an interpreter.

As we work with information, we can pay more attention to where it really comes from. Rather than assuming it exists independently, we can ask how patterns become meaningful and to whom. That small shift changes the way we think about information, knowledge, and learning.