Causal Calculus: Information as Event Structure
Engineering reduction of informational realization and discrete outcomes
In the Canonical Causal Graph, information is not an abstract substance, a carrier, or a pre-existing entity. It is the structural realization of a 2. Event. To create, modify, or erase information is to physically manage the occurrence and structure of the events that generate it. Outside of a realized event, information is causally undefined.
Causal Mapping
The variables are strictly mapped to the nodes of the Canonical Causal Graph:
Ev: 2. Event — The minimal realization of causality and the first physical fact.
Inf: 20. Information — The structure of an event outcome.
Formal Expression
Information is exactly equivalent to the structure realized by an event:
This identity highlights that information does not exist “before” the event and is not “transmitted” as a separate substance; it is realized in each interaction as the trace of its dynamics.
Mechanism Derivation
Cause: The 2. Event.
Mechanism: An event fixes the distinction of “before / after,” thereby forming the definitive structure of the outcome. This structural difference is the only physical basis for what we define as information.
Effect: Information emerges as the inherent structure of the event’s result.
Practical Conclusion
The management of information is strictly a task of event engineering.
Engineering Application:
Information Management: Achieved solely through the control and organization of 2. Events.
Structural Modification: Realized by altering the parameters under which events occur to change the resulting outcome structure.
Physical Realism: Recognition that there is no information without a corresponding physical event.
What this Formula Explains:
Emergence of Information: Why information only appears when something happens—it is the direct product of change.
Event Dependency: The structure of information is entirely determined by the nature of the event that realized it.
Causal Absence: Explains why “information” cannot exist in a vacuum or outside of a physical 9. Process.
Next:
https://doi.org/10.5281/zenodo.19676696
https://github.com/Genso-Akane
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