A Five-Part ChatGPT Risk Check for Output, Data, Permissions, and Decisions

ChatGPT risk is not a single yes-or-no property. It changes with the data you enter, the output you rely on, the tools you connect, the decision you delegate, and the audience that receives the result. Separate those five questions before use.

1. Output: fluent text is not evidence

OpenAI states that ChatGPT can produce incorrect facts and fabricated quotations, studies, citations, and references. Follow the official accuracy guidance:

1. Extract claims about prices, dates, specifications, laws, health, or safety.
2. Open the provider's or public body's primary source yourself.
3. Check its date, region, plan, population, and exceptions.
4. Keep an unverified claim labeled as unverified and do not use it for a consequential decision.

Confidence and natural prose do not establish accuracy.

2. Input: verify authorization and personal data

Japan's Personal Information Protection Commission published an alert on generative AI services that asks organizations handling personal information to consider purpose limitations and whether a provider may use submitted personal data for machine learning.

Before uploading, look for names, contact details, customer IDs, contracts, health information, credentials, and unpublished business records. If they cannot be removed or replaced, stop and review the applicable policy and contract. A Data Controls setting is relevant product information, not new authorization to disclose somebody else's data.

3. Permissions: minimize connected apps and actions

Connecting files, email, calendars, or a browser introduces actions, not only answers.

• Grant only the account, folder, and time range required.
• Require human confirmation before send, delete, purchase, publish, or permission changes.
• Disconnect integrations that are no longer needed.
• Preserve the action log and changed targets.

An AI review is not the same as approval by the accountable person.

4. Decisions: retain humans in high-stakes domains

OpenAI's Usage Policies and ChatGPT agent guidance restrict automated decisions without human involvement in sensitive domains such as credit, employment, housing, education, insurance, essential services, and safety components.

Do not use a ChatGPT answer alone to settle a medical, legal, tax, investment, or urgent safety question. Consult the appropriate official or qualified service, and use local emergency channels in an emergency.

5. Publication: assign final responsibility

Before publishing generated prose, email, slides, data, or code, check:

• each cited source exists and supports the claim;
• privacy, copyright, confidentiality, and organizational rules;
• numbers, names, links, and executable code;
• a truthful distinction between AI-assisted and human-reviewed work;
• a correction channel if an error is found.

Preflight record

Conclusion

“Do not enter personal information” is not a complete safety plan. Record output, input, permissions, decisions, and publication separately; stop unsupported claims and unapproved actions; and preserve a qualified human decision where the consequences are high.