Campus AI AgentsA field guide 09 / 14
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Standards crosswalk

How this guide lines up with frameworks and rules your institution already follows. Existing controls still apply. The last column shows what agents add.

Standard or requirementWhat it coversWhere in this guideWhat agents add
NIST AI RMF · GovernPolicies, roles, accountability, and a culture of risk management.Dimensions 1–3; Governing tiers; RACI templateA named owner for every agent, including ones inside vendor platforms; decision rights for switching an agent off.
NIST AI RMF · MapContext, intended use, and impacts identified before deployment.What is an AI agent (arrival pathways); intake checklistRecord which actions the agent can take, in which systems, and on whose behalf.
NIST AI RMF · MeasureTesting, evaluation, and tracking of identified risks.Evaluating; pilot planTest actions as well as answers: wrong writes, unintended messages, loops, and handoffs between agents.
NIST AI RMF · ManagePrioritize, respond to, and recover from risks over time.Governing tiers; Doing (monitor, retire)Rollback for agent actions, an emergency off switch, and sunset criteria.
NIST AI 600-1 Generative AI ProfileRisks specific to generative AI, such as confabulation, information security, and data privacy.Six lenses; data-access worksheetPrompt injection and over-broad tool permissions become action risks, not just output risks.
FERPA and campus privacy policyLimits on disclosing education records.Data & reach lens; data-access worksheetLeast-privilege access per agent, and logs showing which records an agent read or changed.
GLBA Safeguards RuleSecurity program for student financial information.Data & reach lens; vendor due diligenceTreat financial-aid agents as in scope for the institution’s information security program.
Accessibility (ADA Title II, Section 504, WCAG 2.1 AA)Accessible digital services for students and the public.Equity check; EvaluatingAgent interfaces and agent-generated content meet the same standard; a human alternative stays available.
Information security standardsIdentity, access control, logging, and incident response.Governing tiers; registry fieldsAgents get their own identities and credentials, not shared or borrowed human accounts.
Procurement and vendor contractsDue diligence, data terms, and exit rights.Vendor due diligenceAsk whether agent features can be turned off, scoped, audited, and kept out of model training.
Academic governance and integrity policyFaculty authority over curriculum, assessment, and academic integrity.Pedagogy & integrity dimension; scenariosFaculty consultation before agents act in courses; clear rules on outside agents doing coursework.

This crosswalk is a planning aid, not legal advice. Check requirements with your privacy, security, accessibility, and counsel offices. Sources: NIST AI Risk Management Framework (AI 100-1, 2023) and Generative AI Profile (AI 600-1, 2024).

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