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Anthropic Claude Certified Associate-Foundations Sample Questions:

1. You are a knowledge worker preparing inputs for a Claude prompt.
Which data type most clearly requires extra handling such as redaction or anonymization before being included in the prompt?

A) customer government identifiers and full payment-card numbers tied to named individuals
B) public press releases the company has already published
C) job titles taken from the company's public organizational chart
D) generic product descriptions available on the company's marketing site

2. A knowledge worker is explaining the cost, speed, and quality trade-offs across Claude models to a colleague.
Which generalization correctly describes the trade-off?

A) Lighter models consume more resources per request than more capable models because they always require multiple passes to match higher-model quality.
B) More capable models generally consume more resources and run more slowly, while lighter models are usually faster and less expensive.
C) Speed and resource consumption are independent of model capability; the difference between Haiku, Sonnet, and Opus is reasoning depth alone.
D) More capable models generally consume less of the usage limit because their reasoning is more efficient, even though they run more slowly than lighter models.

3. You are a communications manager validating a Claude-generated newsletter that includes a specific industry growth figure. The figure appears in three trade-press articles, but none of them link to the underlying study.
Which validation step is correct?

A) Locate the original study referenced by the trade-press articles and verify the figure in the primary source.
B) Remove the source attribution and present the figure as common knowledge.
C) Use the highest figure across the three articles to make the newsletter more compelling.
D) Accept the figure because three trade-press articles repeat it.

4. Before uploading a customer file for a Code Execution analysis, a customer-success associate at Noventra, Ltd. is reviewing the planned task.
Which two practices best align with sound data handling? (Select two.)

A) Confirm that the planned Code Execution task aligns with the organization's data-classification policy and escalate to the appropriate contact if the data sensitivity exceeds approved use.
B) Upload the full unredacted customer file without review, on the assumption that a sandboxed execution environment removes the need to apply the organization's data-classification policy.
C) Skip the upload review entirely on the basis of urgency, even though the file might contain regulated fields that organizational policy requires the user to redact before any Code Execution.
D) Bypass the data-classification policy because the task is internal, treating sandboxed processing as an exemption from the review that the policy requires before sensitive data is uploaded.
E) Review the file for sensitive, confidential, or regulated fields before upload, and remove or redact any fields that are not required for the planned Code Execution analysis.

5. You are a knowledge worker reviewing a Claude-generated brief that asserts a "well-known industry standard" without naming any source.
How should this assertion be handled?

A) Strengthen the assertion by adding more confident wording.
B) Treat the assertion as unverified, and either source it from an authoritative reference or remove it.
C) Accept the assertion because the phrase "well-known" is reassuring.
D) Republish the brief unchanged because the claim sounds authoritative.

Solutions: