By Latitudes Training, Coaching & Consulting · Published
What should you check in an AI answer?
Start with the details someone could act on: names, dates, numbers, instructions and promises. Then ask whether the answer reflects your actual request. A beautifully written email is not useful if it offers a service you do not provide or turns a tentative idea into a firm commitment.
OpenAI explains that ChatGPT can give incorrect answers, invent citations and sound confident when it is wrong. NIST's Generative AI Profile also identifies confidently false content as a risk and recommends reviewing sources and citations. These are good reasons to build a checking habit into everyday use.
You do not need the same review for every task. Brainstorming possible newsletter headings is different from sending a customer a price or publishing a statement about a product. Put your attention where an incorrect detail would matter most.
How do you spot details the AI added?
Put your original notes beside the draft. Check each specific statement rather than judging the overall tone. Here is a fictional example created to illustrate the review process, not a real client exchange or a test result from a particular AI tool.
Original notes: A customer asked about a consultation. Ask what kind of help they need and offer to discuss scheduling. No duration, price or available appointment has been confirmed.
Illustrative AI draft: Thank you for your interest. Your free 60-minute consultation is confirmed for Tuesday at 10 a.m.
The draft adds four unsupported details: a price, a duration, a day and a time. It also turns an inquiry into a confirmed booking. Polishing the wording would not fix those problems.
Reviewed version: Thank you for your interest in a consultation. What would you like help with? Once I know a little more, we can discuss scheduling.
The corrected message stays within the notes and moves the conversation forward. For your own work, use the same comparison with an approved brief, product description or policy that you are authorized to use.
How can you tell whether an AI source supports the answer?
Open the source yourself. A plausible title, working link or familiar organization name does not establish that the source supports the sentence beside it. Find the specific passage, read the surrounding explanation and check any conditions or exceptions.
For a tool's features or pricing, start with the provider's current documentation or pricing page. For a statistic, look for the original report and check what population and period it measures. If the original source is missing, remove the claim or find reliable evidence before using it.
Pay attention to the difference between a source's words and the AI's interpretation. A provider saying that a feature is available on selected plans does not support a draft claiming that everyone has it.
Keep the source link with your working draft. This makes it easier to explain a factual statement later and to recheck it when the information changes.
How do you check whether an AI answer is current?
Look at both the date and the scope of the information. A recently updated help page can still describe a feature limited to a particular account, plan or region. An older report can be useful background without describing what is happening today.
If the answer includes words such as currently, latest or now, identify the evidence for that timing. Verify a feature in the current official documentation and, when relevant, in your own account before giving someone instructions.
Be equally specific about your own business information. Use your current service descriptions and approved offers. An old brochure or a previous draft should not decide what you promise a customer today.
What else should you review before sending or publishing?
Recalculate figures with a calculator or spreadsheet you trust. Check the inputs and units as well as the final number. For example, an illustrative budget of $120 per month equals $1,440 over 12 months before any additional charges. Confirm that the draft has not mixed a monthly price with an annual total.
Read summaries against the original document. Make sure deadlines, exceptions and decisions survived the shortening. If your notes say a proposal needs approval, the summary should not say it has been approved.
Finally, read the draft as the person receiving it. Does it answer their question? Does it sound like you? Does it make a promise you can keep? A factual draft may still need a simpler explanation or a more considerate tone.
- Check names, dates, amounts and units against the original information.
- Open sources and confirm that they support the exact claim.
- Verify time-sensitive details before using them.
- Remove unsupported additions and unresolved claims.
- Approve the final wording before it leaves your hands.
Can you ask AI to help check its own answer?
Yes. Ask it to compare the draft with your approved notes and identify additions, missing information and statements that need outside verification. This can make your review easier, but another AI response is not independent proof that the first one was correct.
Use the prompt below with a small, non-sensitive practice example first. Supply only information you are permitted to share in the tool you are using. Then inspect the proposed changes yourself.
If you are just beginning, practice on one repeat task rather than trying to review every kind of output at once. The starting-AI guide below can help you choose that task.
A prompt to adapt
Compare this draft with the approved notes below. List any facts, numbers, dates or promises in the draft that the notes do not support. Flag any external claims that need a source. Do not fill in missing information. Suggest a revised version using only the approved notes, and explain what you changed. Approved notes: [insert permitted information] Draft: [insert draft]
How can guided practice help you use AI with more confidence?
Knowing what to check is easier when you can work through an example and ask questions along the way. In Latitudes' individual AI training and coaching, Marcela Arenas helps you build practical skills around the tasks you want to handle.
You might begin with a routine email, a short summary or a piece of business content, using a suitable practice example. The aim is to understand the draft well enough to make your own decisions about it.
Bring one task you would like help with and one question about what you find difficult to judge. That gives a conversation about AI a useful place to start.
Frequently asked questions
Is a confident AI answer more likely to be correct?
Confidence in the wording is not proof of accuracy. Check specific facts, source support and any additions to your original information before using the answer.
Does an AI citation prove that a statement is accurate?
No. Open the cited source and find the passage that supports the exact statement. Check its date, scope and any exceptions. A working link alone is not enough.
What should I do if I cannot verify a detail?
Leave it out of the final draft, label it as unresolved in your working notes or ask the appropriate person for confirmation. Do not turn a guess into a customer-facing fact.
General education. Examples and prompts are illustrative. Check current vendor features, terms and settings before use. For legal, medical or other professional decisions, consult an appropriately qualified person.