Humanized automation doctrine
Responsible AI Usage Policy
LouisvilleIT teaches AI usage through a simple operating principle: computers should help with computer work, while humans remain responsible for human contact, judgment, care, approval, and accountability.
What AI may support
Appropriate support
- Drafting and rewriting
- Research organization
- Source comparison
- Checklist preparation
- Workflow routing
- Translation support for understanding
- Report preparation
- Website and publication drafts
Human responsibility
- Final decisions
- Official record changes
- Legal, tax, health, financial, or licensure conclusions
- Private student or customer records
- Discipline, termination, or eligibility decisions
- Public claims of approval, funding, accreditation, or guaranteed results
Operating standards
- Use written source material when a claim matters.
- Preserve versions and audit trails for important records.
- Keep sensitive information limited to the people and systems that need it.
- Route high-risk topics to qualified humans before action.
- Use AI to clarify and prepare, not to hide uncertainty.
- Make public explanations understandable to normal people, not only technical users.
Why this matters
AI becomes valuable when it increases clarity, reduces administrative burden, improves documentation, and gives humans more time for care and judgment. The LouisvilleIT posture is implementation discipline: useful work, visible records, human review, and no unsupported promises.
Build AI usage with guardrails.
Start by defining what the system may draft, what it may never decide, and who reviews the output.