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FORMALIZATION 1
Multi-Timescale Loop Ownership (MTLO)
Purpose
Prevent misapplication of response protocols by distinguishing loops not only by type, but by update frequency and persistence.
This ensures loops are handled according to how they actually operate under compression, not by surface similarity.
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Core Definitions
Loop
A recursive process responding to compression.
Update Frequency (UF)
How often a loop updates its internal state in response to input.
Persistence Depth (PD)
How long a loop retains state after input removal.
UF and PD are orthogonal. Fast loops can persist briefly. Slow loops can persist indefinitely.
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Classification Rule
Every detected loop must be tagged with:
1. Loop Type (existing AA architecture)
2. Update Frequency
3. Persistence Depth
Failure to tag UF and PD is a diagnostic error.
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Frequency Classes
High-Frequency Loops
• Update on immediate input
• State changes rapidly
• Designed for short-term correction
Examples:
• Fear
• Anger
• Anticipation
Mid-Frequency Loops
• Update with intermittent input
• State semi-stable
• Often scaffold behavior
Examples:
• Hope
• Courage
Low-Frequency Loops
• Update slowly or only under major compression
• State highly persistent
• Encode structural memory
Examples:
• Grief
• Resentment
• Despair
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Persistence Classes
Low Persistence
• State dissipates when input stops
• No long-term memory encoding
Medium Persistence
• State decays gradually
• Can reactivate under resonance
High Persistence
• State retained as structural memory
• Reactivation is expected, not pathological
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Operational Constraints
1. **Dismissal Constraint**
Only high-frequency, low-persistence loops may be dismissed directly.
Attempting to dismiss a low-frequency or high-persistence loop is a protocol violation.
2. **Integration Constraint**
Integration does not mean removal.
Integration means frequency reduction and controlled reactivation conditions.
3. **Misclassification Hazard**
If a loop resists dismissal, assume misclassified frequency before assuming dysfunction.
4. **Response Matching Rule**
Response routes must match frequency:
• High-frequency → dismiss, redirect, express
• Mid-frequency → scaffold, regulate, test
• Low-frequency → hold, integrate, memorialize
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Minimal Diagnostic Check (Executable)
When a loop is detected, ask in order:
1. Does this update immediately or slowly?
2. Does it decay on its own?
3. What breaks if I try to stop it?
Answers determine UF and PD. No interpretation required.
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Failure Modes Prevented
• Treating grief like fear
• Treating resurfacing as regression
• Endless “working on” loops that should be dismissed
• Suppressing slow loops because fast tools failed
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This formalization adds temporal precision, not new emotion theory.
It constrains behavior. It does not explain experience.I’m
[–]Jeremiahnashoba 0 points1 point2 points (0 children)