An assurance case structures a safety or reliability claim, its argument, supporting evidence, assumptions, and defeaters. It makes residual uncertainty reviewable instead of hiding it behind a score.

Assurance Cases Link Claims to Evidence

High-level principles become useful only when mapped to node permissions, route guards, evidence requirements, escalation, tests, and accountable owners. Conflicting principles require an explicit resolution process.

Constitutional Graph Governance Maps Principles to Enforcement

In this situation—arguing that a tutoring agent cannot publish another learner's data—which choice best applies “Assurance Cases Link Claims to Evidence”?

A system that changes prompts, tools, topology, or policies is modifying its own executable design. Proposed changes require sandboxed evaluation, invariants, approval, versioning, and rollback.

Self-Modifying Agent Graphs Need a Governed Meta-Layer

Temporal properties express what must always hold, eventually occur, or remain impossible across execution sequences. They turn safety and liveness expectations into checkable statements.

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