John Rector / Student reading sequence
People Bring Their Own AI: A Student Reading Guide
Learn to advise leaders who welcome the intelligence people bring—and make their organizations easier to work with.
Start with the two published readings below. Both are freely available. This guide applies to businesses, nonprofits and nongovernmental organizations.
Two relationships / Different advice
Who is arriving with an AI?
The employee
An employee may arrive with an AI that already understands their working methods, context and preferences. BYOAI—bring your own AI—means attracting, welcoming and supporting that capability.
Your advising question: How can the organization connect this employee’s AI to useful work while preserving the person’s private intelligence relationship?
The customer or person served
A person may ask their own AI for help before contacting the organization. That AI needs accurate information and a supported way to complete the person’s intended task.
Your advising question: Can someone’s AI meaningfully interact with this organization, carry a request through to completion and bring back evidence of the result?
For a nonprofit or NGO, name the relationship precisely: donor, beneficiary, volunteer or partner. Their needs and authority differ. Keep a useful human route available too.
Available now / Read in order
Start with the foundations
The Purpose of Personal AI Is Sovereignty
Explore what happens when the person becomes the persistent center of an intelligence relationship. Consider agency, continuity, chosen dependencies and the right to leave.
If someone changes jobs or AI providers, what should they be able to carry forward—and what belongs to the organization?
Open the first reading →The Artifact Is Not the Mind
Examine the difference between a private working process and the record an institution legitimately needs. Consider how privacy and accountability can support each other.
What must an organization know to trust a decision? When would a polished output leave out something material?
Open the second reading →Pause before advising
Write your answer. Then open the challenge.
An employee brings a sophisticated personal AI. What should leadership welcome?
Consider the employee’s accumulated capability, the organization’s required records and the information each must protect. If one connection cannot meet the requirements, what narrower connection would help? Explain how your design preserves the employee’s existing AI relationship.
A customer’s AI can read every page but cannot complete a request. Is the organization accessible?
Follow one task beyond discovery: preparation, authorization, submission, confirmation and follow-up. Identify the first broken step. Who inside the organization has authority to fix it?
What would count as proof that your advice worked?
Describe an observable result for an employee and one for a person served. Include what happens when the work is wrong, incomplete or needs a human. Distinguish an attempted action from a confirmed outcome.
Bring your AI into the discussion
A prompt to copy
Help me think through John Rector’s two readings, The Purpose of Personal AI Is Sovereignty and The Artifact Is Not the Mind. First tell me which readings you can actually access. Ask me to choose a business, nonprofit or NGO. Discuss one employee situation and one customer or beneficiary situation. Ask one question at a time. Have me propose advice before you challenge it. Test whose interests my advice protects, what information must cross the boundary and what evidence would demonstrate success. Distinguish the author’s argument, my assumptions and your suggestions.
Give your AI this guide and the reading links. If it cannot retrieve the full essays, paste the article text. You can also answer the questions independently or with classmates; no AI subscription is required to use this guide.
The learning sequence
Where this goes next
- Ready nowFoundations. This guide, two published essays and discussion questions.
- PlannedThe Employee Who Arrived With an AI. A narrative about recruitment, onboarding, BYOAI and leadership decisions.
- PlannedThe Customer Who Never Visited Your Website. A narrative about serving people through the AI they choose.
- PlannedThe leadership cookbook. Practical exercises, sample advising conversations, demonstrations and downloadable readings.
The planned materials are not yet published. This guide will link to each as it becomes available.