Coherence vs. Entropy
organization ⇄ drift
Is the system holding its shape, or spending itself?
What this changes
You stop grading actions as good or bad and start reading what they do to the system afterwards.
Quick view · ~20s
- Observed
After the action, the next step was either easier or harder to take.
- Inferred
That change in ease is the system's direction, not a judgement of the person.
- Hypothesis
Sustained coherence costs less energy than repeatedly repairing drift.
Pleasant
How the action felt in the moment.
Coherent
Whether the system held together afterwards.
Identity
"They are a chaotic person."
Direction
"That action increased drift."
What relationships produce the outcome?
Coherence is a property of the arrangement, not of anyone's intentions.
What changes if we observe longer?
Many coherent-feeling actions are only borrowing order from later.
What am I adding?
Usually a moral frame. Remove it and read the direction instead.
A hard conversation happens. It was uncomfortable and nobody enjoyed it.
Coherence or entropy?
Observed: afterwards, the next step was clearer to everyone involved.
The discomfort was surface. The direction was coherent.
The reverse also exists: a smooth conversation that leaves the next step murkier.
Core Idea
Instead of judging actions as 'good' or 'bad,' ask: does this help things hold together (coherence) or make them fall apart (entropy)? This model is for reading what an action does after it enters a system. It is not for labeling people. A person can create stability in one moment and disruption in another. The point is to notice what the action leads to.
Coherence
An action creates coherence when it makes the system clearer, steadier, or easier to repair.
Coherence Increases:
- Clarity & Understanding
- Trust & Alignment
- Future Stability
- Ease of Repair
Coherence does not always feel soft. A direct, uncomfortable conversation creates coherence if it removes critical confusion.
Entropy
An action creates entropy when it makes the system harder to hold together.
Entropy Increases:
- Confusion & Noise
- Tension & Distrust
- Unnecessary Costs
- Delayed Repair
Entropy does not always look dramatic. A small avoidance or a soft lie that preserves immediate comfort can create massive entropy by leaving the real issue unresolved.
How to Read the Direction
After an action, ask:- Did this reduce confusion or increase it?
- Did this restore trust or weaken it?
- Did this make the next step clearer or harder?
- Did this lower the future cost or raise it?
Common Failure Mode
Judging People, Not ActionsThis model is a tool for diagnosis, not a weapon for judgment. Using it to label a person as "chaotic" or "an entropy-creator" is a failure. That is a story, not a system analysis. The correct response is to name the effect, reduce the damage, and if needed, adjust the system to prevent it from happening again.
- Builds on
- Connects to
- ChallengesThat how an action feels reveals what it does
- Leads to