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Anthropic Claude Certified Associate-Foundations Sample Questions:
1. A Claude associate is reviewing a Claude-drafted set of customer-segment descriptions for an internal marketing brief. One description applies a generalization about a demographic group's purchasing behavior that does not hold for individual customers in the segment.
Which response is most appropriate?
A) Add a disclaimer to the description, noting that the generalization may not apply to all individuals in the segment, and keep the underlying description unchanged.
B) Revise the description to focus on observed behaviors rather than generalizations about people, and validate the revision against actual customer data.
C) Remove the entire customer-segment description from the brief, since any segmentation that involves demographic characteristics is likely to introduce similar issues.
D) Keep the description as written for the internal brief, since internal use does not carry the same risk as external publication of demographic generalizations.
2. You are an operations lead integrating Claude into a multi-person team workflow.
Which integration step should be performed first?
A) Document the integrated workflow and onboard the rest of the team to it.
B) Pilot the integrated workflow with a small group on representative work.
C) Iterate the integrated workflow based on the findings from the pilot.
D) Identify where Claude adds value and where each handoff to a human occurs.
3. You are a knowledge manager structuring source material in the context window for a long Claude evaluation task.
Which two practices produce a more effective use of the context window? (Select two.) Each correct answer presents a complete solution.
A) Mark each source clearly with delimiters so the model can attribute claims correctly.
B) Mix sources together in a single block so the model can synthesize them freely.
C) Repeat the same instruction at the start, middle, and end to reinforce it.
D) Place the most reference-critical material near the beginning or end of context.
E) Paste every available document into context regardless of relevance to the task.
4. A finance manager is about to discuss a confidential pre-announcement figure with Claude.
Which two settings best align with sound privacy practice for this conversation? (Select two.) Each correct answer presents a complete solution.
A) Treat the conversation as appropriate for default Memory settings, since the figure will only be discussed briefly and is unlikely to be retained.
B) Skip the privacy setting decision and proceed with default behavior, since the conversation will not explicitly instruct Claude to remember the figure.
C) Open the conversation in Incognito mode, which prevents the conversation from contributing to Memory and avoids persistent retention of the confidential pre-announcement figure across sessions.
D) Disable Memory contribution for the conversation if Incognito mode is not used, so the confidential figure is not retained as persistent context that could surface in later unrelated sessions.
E) Enable Memory contribution for the conversation so the context carries forward to support follow-up analysis in future sessions.
5. A manager is deciding what changes to make while conducting a Memory maintenance review for a long- running workflow.
Which two actions best support Memory quality over time? (Select two.)
A) Leave all memories untouched on the basis that the workflow has been running consistently and no output-quality issues have been reported.
B) Identify and edit or delete entries that are stale, inaccurate, or no longer relevant, and add context Claude has not automatically captured but the workflow continues to need.
C) Delete all memories as the maintenance action to ensure a clean slate, then allow Claude to rebuild context organically through subsequent workflow runs.
D) Disable Memory entirely to eliminate the risk of stale entries surfacing in future workflow runs.
E) Export the current memories as a backup before making changes, so prior context can be restored if a maintenance edit unintentionally removes information the workflow still depends on.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: A,D | Question # 4 Answer: C,D | Question # 5 Answer: B,E |




