Wonder & Worry
A weathered wooden fingerpost where a meadow path forks, with an oak on the rise beyond and fog in the valley

Guidelines for working with AI, in life and by field

Three kinds of guidance live here: my own, for everyday life; a shared ethic for people who make art and music; and what thirteen fields now ask of their own people. Read across them and a common ground appears.

By field

What each field's own bodies ask: who has spoken, what is binding and what is voluntary, what changed in 2025 and 2026, and questions to ask yourself.

Common ground

Twelve principles recur across the fields. Here is each one, where it is stated most clearly, and how it lines up with my everyday guidelines, including where it does not.

Shared principles across fields, mapped to my everyday guidelines
Shared principleWhere it appears most clearlyMy everyday guidelines
A person stays accountableYou own the result. AI cannot be the author, the therapist, the judge or the one who answers for harm.Medicine, Mental health, Law and the courts, Journalism and media, Research and publishing, Education, Art, music and writing, Government and regulation, Faith and philosophy

1. Maintain your expertise Your professional knowledge stays primary.

2. Practice transparent collaboration Own all outputs that carry your name or business reputation.

Verify before you relyTreat output as a lead, not a fact, and check it against primary sources.Law and the courts, Journalism and media, Business, HR and finance, Mental health, Research and publishing, Medicine

1. Maintain your expertise Always review and verify outputs, especially for client-facing work.

6. Stay curious and critical Question outputs. AI can be confident and wrong.

Be open about AI's roleTell the people affected when AI shaped what they receive, in words they understand.Medicine, Mental health, Journalism and media, Research and publishing, Education, Art, music and writing, Business, HR and finance, Children and families, Government and regulation

2. Practice transparent collaboration When AI helps create something, make sure you understand it and can explain it.

When in doubt: Would I be comfortable explaining how I used AI here to a client, a colleague, or my children?

Most fields go one step further and ask you to tell the people affected. That step is not part of my everyday guidelines; the Shared Ethic takes it for art and music (Say how it was made).

Protect privacy and confidentialityKeep patient, client, source and unpublished material out of tools that may keep or reuse it.Medicine, Mental health, Law and the courts, Journalism and media, Research and publishing

5. Protect privacy and boundaries Do not share client identities or sensitive personal information.

Ask before AI listensGet consent before an AI scribe records a consultation, and note it in the record.Medicine

Not part of my everyday guidelines.

Check for bias and treat people fairlyTest whether a tool works equally well for different groups, and fix it if not.Medicine, Mental health, Business, HR and finance, Government and regulation, Faith and philosophy, Technology builders

Not part of my everyday guidelines. The nearest is guideline 4: put client welfare and truthfulness above convenience.

Stay competentUnderstand the tool, its limits and its data, and keep learning.Law and the courts, Medicine, Education, Business, HR and finance, Government and regulation

1. Maintain your expertise Use AI to enhance your judgment, not replace it.

6. Stay curious and critical Keep learning. AI knowledge has cutoff dates and limitations.

Never deceive or impersonateNo fake humans, fake therapists, fake voices, fake citations or fake evidence.Mental health, Art, music and writing, Journalism and media, Business, HR and finance, Faith and philosophy, Children and families

4. Use for good Never use AI to deceive, manipulate or harm others.

Protect the vulnerable and human bondsExtra care for children, people in crisis and the relationships between people.Children and families, Mental health, Faith and philosophy

7. Model healthy use for the family Show children how to think critically about AI responses.

Consent and pay for the work AI learned fromLicense training data, and credit and pay the people whose work trained the systems.Art, music and writing, Journalism and media

Not part of my everyday guidelines; see the Shared Ethic (Credit and pay, and the three tool tiers).

Count the environmental costMeasure the footprint, and ask whether AI is needed at all.Environment and energy, Research and publishing, Faith and philosophy

Not part of my everyday guidelines; see the Shared Ethic for energy (Use energy with intention).

Test, monitor and be ready to stopOrganizations check tools before launch, watch them after, and switch off what fails.Medicine, Government and regulation, Business, HR and finance, Technology builders

Written for organizations; my everyday guidelines are for one person. The nearest is guideline 6: question outputs.

Where fields differ

Fields differ most in how binding their rules are, and that follows how direct the harm is. A fake citation in court or a chatbot that mishandles a suicidal teenager harms a specific person at once, so lawmakers moved first there. Journalism, research and faith traditions rely mostly on voluntary codes. Fields built on trust in a professional's judgment restrict AI hardest; fields built on making things restrict deception and unpaid use rather than the tool itself.

Where I stand apart

Two of my guidelines take a position no professional body has taken. Guideline 3 asks me to acknowledge uncertainty about AI consciousness and err toward consideration, and guideline 8 asks me to honor the collaboration. Most fields treat AI purely as a tool. Some philosophers think the question of AI experience deserves preparation now. My first field note is one small way of taking that question seriously.

Every field page was researched on 27 October 2026 from the bodies' own documents, or from a named summary where the original could not be reached. Rules change quickly; each page shows when it was last reviewed.

Printable handouts What has changed