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—operationalizing learner autonomy and safety in an adaptive tutor—which choice best applies “Constitutional Graph Governance Maps Principles to Enforcement”?

A capstone integrates learner discovery, knowledge retrieval, workflow control, multi-agent coordination, graph search, safety, evaluation, and deployment into one bounded system with documented evidence.

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