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Abstract (plain language)
This paper frames GSRF as a structurally bounded safety layer for recursive systems. The goal is to prevent runaway amplification and overshoot by constraining updates and enforcing stability checks prior to state changes.
- Defines the failure mode: recursive amplification under feedback.
- Proposes bounded-by-construction constraints as prevention.
- Discusses how stability criteria can be enforced before execution.
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