Information Emerges Through Relations Rethinking information through Bateson’s relational lens

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We often think of information as something that can be stored or transmitted. But if it doesn’t change how something is seen or understood, is it really information? A relational view regards information not as a thing but as something that emerges from the interaction between a pattern and an interpreter—whether a human, a living organism, or any system capable of interpretation.

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This post builds on Gregory Bateson’s view of information. It brings his ideas together through what might be called a relational view of information: the understanding that information does not exist in isolation, but emerges through the relation between a pattern and someone (or something) capable of interpreting it.

Information is not a thing, but a relation

Information is not the book, the screen, or the sound itself. It is what those things mean in a particular context.

Gregory Bateson described information as a difference that makes a difference.

What is a difference, that makes a difference? It is an elementary idea, a basic unit of information. The unit of information is a difference, which makes a difference.

while I put it like this:

Information informs. If it does not, it is not information.

Something only becomes informative when:

• There is a pattern or signal
• There is a system able to notice and interpret it

A fossil may say nothing to someone unfamiliar with it. But to a paleontologist, it holds details about species, age, and environmental history. The object remains unchanged. What shifts is the relation between the observer and what is being observed.

Information needs a medium, but is not the medium

Writing, speech, code, DNA, and sound are all means through which information can be expressed. But they are not information in themselves.

Take a book in a language you do not speak. The ink is present, the letters are visible, but no meaning comes through until the language can be understood. The same applies to music notation or binary code.

In this way, information is not in a physical form. It is the meaning that emerges when a pattern is readable by someone or something capable of responding.

Information depends on context

What counts as information in one situation may not be considered so in another. That is because context shapes meaning.

• “It’s raining” is informative if you are deciding whether to walk outside
• The exact phrase from a forecast a week ago may be irrelevant now

The presence and usefulness of information depend on:

• What is already known
• What is expected
• What matters in that moment

Information is not merely about what is said. It is about when it is said, how it is communicated, and to whom it is addressed.

Information can be measured in different ways

There are multiple ways to estimate the amount or impact of information.

• Claude Shannon’s information theory describes information as a reduction in uncertainty. A message that surprises carries more informational weight.
• Kolmogorov complexity defines information in terms of the length of its description. A random sequence, which cannot be easily compressed, is considered to have more information than a regular or repeating sequence that can be described more simply.
• Batesonian Information considers the extent to which information affects the behavior or understanding of a system. In this view, information is not just about volume or size; it is about the change it enables or the insight it brings.

Information exists in many forms, but may go unnoticed

Information is not limited to formal data or speech. It can be found in:

• Animal behavior
• The way a tool is shaped
• The structure of plants
• Wear marks on shoes
• The tone in someone’s voice

Still, these only function as information when a pattern is recognized and interpreted. Until then, the information is there in potential but not in effect. It becomes active through attention, context, and understanding.

Information is not knowledge, but it can lead to it

Information is often mistaken for data or knowledge. A simple comparison can help clarify:

Term	Description
Data	Raw symbols, numbers, or observations
Information	Organized or interpreted data that matters in a situation
Knowledge	Understanding that can inform decisions or actions

Data becomes information when it is meaningful in a specific context. Information becomes knowledge when it is understood and can guide our actions.

Why this matters

Thinking clearly about information can help with:

• Communicating with greater precision
• Designing tools, systems, or processes that respond to use
• Making sense of complex or uncertain situations
• Understanding the flood of signals, media, and messages we encounter

When there is too much to attend to, it is not more information that helps most; it is the ability to notice what makes a difference and understand why it matters.

Summary

Information is not something stored or held. It happens in the connection between a pattern and someone who can recognize it. It becomes real through interpretation and context. It exists in all kinds of places, but only makes a difference when it is seen, understood, and responded to.

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To work better with information, we need to pay attention to context and relations. We can ask what difference a message makes, and to whom. Instead of sharing more, we focus on clarifying meaning. By noticing what matters, we help each other see and respond more effectively.

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