SOSA-CE: Constraint Enforcement Layer for Deterministic Output Regulation in LLM Systems

Key Points

• The aim is to define and implement the Constraint Enforcement layer as a mechanism for regulating outputs in LLM systems.
• Established the CE layer within the SOSA framework
• Defined constraints with specific attributes like type, scope, and priority
• Implemented enforcement mechanisms before and during output generation
• The CE layer effectively restricts the output space of language models
• Demonstrated improved adherence to defined constraints
• Provided a structured approach to deterministic output regulation

Abstract