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Anthropic Claude Certified Associate-Foundations Sample Questions:

1. A finance manager must select a Claude feature for a task that requires deterministic calculations across a multi-tab spreadsheet.
Which selection best fits the requirement?

A) Use an Artifact alone for the calculations, which provides a stable editable surface for the result but does not perform the deterministic computation that Code Execution would run.
B) Use a standard chat prompt for the calculations, which generates text without running code and does not produce the reproducible computational output the multi-tab calculation task requires.
C) Use the Research feature for the calculations, which gathers and synthesizes external sources and is not the appropriate feature for deterministic computation on an uploaded spreadsheet.
D) Use Code Execution, which runs code in a sandbox to perform calculations on the uploaded file and produce outputs the associate can verify.

2. A knowledge worker is briefing a stakeholder group on Claude's limitations. The stakeholders will use Claude on customer-facing work where confident-sounding output that contains errors would cause real harm.
Which limitation is most important to communicate clearly?

A) Claude's responses vary across runs of the same prompt, so stakeholders should run each prompt several times and compare outputs before using any single response.
B) Claude can produce long, detailed responses that take time to read, so stakeholders should request shorter outputs when working under tight deadlines.
C) Claude's knowledge has a training cutoff, so stakeholders must verify any time-sensitive claims against current sources before using them.
D) Claude can produce confident-sounding output that contains unsupported claims, so human review remains essential for high-impact work.

3. You are a research associate preparing inputs for a long task that references two lengthy regulatory documents, but only specific sections apply.
Which approach best preserves context-window capacity?

A) Split each document into one-character pieces and provide them one at a time.
B) Extract only the relevant sections from each document and include those, omitting unrelated chapters.
C) Paste the full text of both documents without trimming to maximize the available material.
D) Skip the documents entirely and rely on Claude to invent the missing context.

4. You are a knowledge worker deciding whether to escalate a Claude-generated output.
Which is the correct order of decision steps?
(1) Identify the audience and the impact of the output if it is wrong.
(2) Document the decision and the rationale for traceability.
(3) Compare the output's risk profile to the organization's escalation criteria.
(4) Decide whether to use, iterate further, or escalate.
(5) Assess the output's accuracy, completeness, and any unverified claims.

A) 4, 3, 2, 1, 5
B) 3,1,5,4,2
C) 5,1,3,4,2
D) 1,3,5,4,2

5. You are sorting Claude output structural defects by which most undermines clarity.
Which structural defect most severely undermines the clarity of the output?

A) The main conclusion contradicts the evidence presented in the body.
B) Typographic inconsistencies appear throughout multiple sections of the document.
C) A single subheading is shorter than the other subheadings in the document.
D) Two adjacent paragraphs present the same information using inconsistent terminology.

Solutions: