You have to pass the PSM-AI Essentials exam to receive the certification from Scrum.org. To increase the effectiveness of your study and make you familiar with the actual exam pattern, we have prepared this Scrum.org Professional Scrum Master - AI Essentials sample questions. Our Sample Scrum.org Professional Scrum Master - AI Essentials Practice Exam will give you more insight about both the type and the difficulty level of the questions on the Scrum.org PSM-AIE exam.
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Scrum.org Professional Scrum Master - AI Essentials Sample Questions:
01. A Scrum Master assumes anything typed into a public AI chat tool simply disappears after the conversation ends.
Why is this assumption risky?
a) The tool always emails a transcript to the whole team.
b) Conversations are guaranteed to be deleted, so nothing is at risk.
c) Information entered may be stored, logged, or reused.
d) The data becomes unreadable and useless to everyone including the user.
02. A Scrum Master must share Sprint metrics with an external AI tool but the dataset contains a column of individual employee identifiers.
What is the BEST action to protect privacy while still using the tool?
a) Encrypt the file with a password and email it to the AI vendor.
b) Strip or pseudonymize the identifiers before sending.
c) Send the full dataset because metrics are meaningless without names.
d) Assume the tool anonymizes personal fields on its own.
03. A Scrum Master types "give me some retrospective ideas" and is disappointed by the generic result.
Which principle most directly explains how to get a more useful response?
a) Generic prompts are best because they let the model surprise you with creative answers
b) The tool simply lacks the knowledge to help, so no amount of rewording could improve the answer
c) Repeating the same short prompt several times will eventually produce a better answer
d) Specificity beats vagueness — stating the situation and goal yields more relevant output
04. After a Sprint Retrospective, a Scrum Master has pages of sticky-note text and chat comments to make sense of.
What is an appropriate way for the Scrum Master to use AI here?
a) Replace the next Retrospective entirely with the AI theme list to save the meeting
b) Accept the AI summary as the official record of exactly what the team decided
c) Ask AI to cluster the raw inputs into themes the team then reviews
d) Let AI decide which single improvement the team will commit to next Sprint
05. The Developers propose using AI to automatically generate the team's Definition of Done from industry templates.
How should the Scrum Master coach the team?
a) AI can suggest draft criteria, but the Developers agree on and own the Definition of Done
b) Adopt the AI-generated Definition of Done as-is because it reflects best practice
c) Let AI update the Definition of Done automatically each Sprint without team input
d) Have the Scrum Master impose the AI version of the Definition of Done to standardize the team
06. A Developer argues that an AI assistant should be trusted to enforce factual precision in compliance documentation because it is a computer.
Which limitation should the Scrum Master raise first?
a) AI tools cannot process any text at all, so they are unusable for documentation.
b) Generative models can produce plausible but incorrect output.
c) Being a computer guarantees the AI is factually precise and correct by default.
d) The main risk is simply that AI is too slow for compliance documentation work.
07. A Scrum Master discovers a new AI tool that would be convenient for handling team data, but is unsure whether the organization permits it.
What is the BEST next step before adopting it?
a) Let each team member decide individually without any policy check.
b) Start using it right away and inform the organization only if problems arise.
c) Check the organization's acceptable-use and data policies first.
d) Adopt it because free tools are always approved for work use.
08. A Scrum Master prompts: "Help with the team." The AI returns a broad, unfocused response.
Which revision most improves the prompt by clarifying the task?
a) "Help with the team using the newest and most capable AI model that is available."
b) "Suggest three ways to help a team surface impediments in the Daily Scrum."
c) "Tell me absolutely everything you know about software teams."
d) "Help with the team, please, and try to make it really good."
09. Stakeholders ask a Scrum Master why an AI tool recommended a particular risk ranking for backlog items, but the tool offers no clear reasoning for its output.
Which responsible-AI concern does this highlight?
a) Latency, since the tool was slow to respond.
b) Non-determinism, since the output changes on every run.
c) Transparency and explainability of the output.
d) Token cost, since ranking used many tokens.
10. A Scrum Master wants an AI-drafted impediment summary returned as a short bulleted list rather than dense prose.
Which addition to the prompt best achieves this?
a) Ask for the longest possible answer so bullets are more likely
b) Specify the output format explicitly, such as "return five bullet points"
c) Increase the amount of background text in the prompt without mentioning any format
d) Ask the same question repeatedly until a bulleted version happens to appear
Answers:
Question: 01
Answer: c |
Question: 02
Answer: b |
Question: 03
Answer: d |
Question: 04
Answer: c |
Question: 05
Answer: a |
Question: 06
Answer: b |
Question: 07
Answer: c |
Question: 08
Answer: b |
Question: 09
Answer: c |
Question: 10
Answer: b |
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