Shows how enforcement systems break when legal categories no longer reflect the reality they are meant to govern.
What’s happening
Legal systems classify actions and assign consequences based on those classifications.
Enforcement follows those categories.
Where it breaks
Identical underlying actions produce different outcomes.
- enforcement varies by classification
- similar mechanisms are treated differently
- outcomes depend on labeling
What’s actually going on
Legal systems were designed to:
- simplify complexity into categories
- enable consistent enforcement
- operate under limited information
But classification is a proxy—not the underlying reality.
What that leads to
- inconsistent enforcement
- reliance on labels over mechanism
- reduced predictability
What changes
- evaluate actions based on actual impact
- align enforcement with underlying mechanism
- remove distinctions that do not reflect real differences
What that looks like in practice
- similar actions produce similar outcomes
- enforcement becomes consistent
- systems reflect reality rather than classification
Why it matters
Consistency builds trust.
Alignment improves system function.
Where this goes next
This requires:
- redefining enforcement criteria
- aligning law with observable outcomes
- reducing reliance on categorical proxies
These adjustments can be made within existing legal frameworks.
The saccade project 
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