Exploring Rules Communication

Key findings used in wiki

• The report argues for moving U.S. public benefits policy from static PDF documents to standardized, machine-readable code, providing the conceptual foundation for GiveCare's eligibility engine.
• Current benefits communication relies on prose that is ambiguous and inconsistent across jurisdictions, quantifying the problem GiveCare's structured rules approach solves.
• The report catalogs existing rules-as-code efforts internationally, positioning GiveCare's work within a broader movement toward computable policy.
• Standardized code formats enable automated testing of policy logic, directly informing GiveCare's eligibility-rule test harness design.
• The authors recommend open-source, version-controlled policy repositories, aligning with GiveCare's approach to maintaining eligibility rules in the monorepo.