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Anthropic Claude Certified Associate-Foundations Sample Questions:

1. You are an analyst working on a one-off complex problem that genuinely requires multi-step reasoning over an extended chain of thought.
Which model is best suited to this work?

A) Haiku, because lightweight models are always preferred regardless of complexity.
B) A non-Anthropic model, because the Claude lineup has no option for complex reasoning.
C) Any model, because reasoning depth does not vary across the lineup.
D) Opus, because it is positioned as the most capable for advanced reasoning on complex, specialized tasks.

2. Preparing an AI-assisted work product for external delivery, a senior manager is applying the AI Fluency Framework Diligence competency.
Which step best reflects Diligence principles?

A) Skip verification of any element on the assumption that fluent output implies accuracy, even though Diligence requires the human to verify and correct AI-assisted outputs before they are acted upon.
B) Delegate accountability for the AI-assisted work product to Claude itself rather than retaining it as a human obligation, contrary to the Diligence principle that humans remain accountable for AI-assisted outputs.
C) Deliver the work product without independent verification on the basis that AI assistance shifts accountability away from the human, even though Diligence holds the human fully accountable for the output.
D) Identify the elements of the work product that must be independently verified or corrected before delivery, and take ownership of those verifications as a professional accountability obligation.

3. A business analyst is converting a sticky-note request from a stakeholder into a structured prompt for Claude.
Which is the correct order of conversion steps?
(1) Confirm the audience and the decision the response must support.
(2) Submit the structured prompt to Claude.
(3) Identify the underlying task hidden in the sticky-note language.
(4) Specify the desired length, tone, and output format.
(5) Add the supporting facts and constraints relevant to the task.

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

4. Before sharing a Claude-generated brief, an analyst is applying the AI Fluency Framework Discernment competency to evaluate it.
Which review best reflects Discernment principles?

A) Accept the brief on the basis that it reads fluently and the subject matter aligns with the analyst's professional knowledge of the topic.
B) Review the opening paragraph and the conclusion of the brief, since these sections typically reflect the quality of the full document.
C) Skip the source material check during review and rely on overall tone and logical flow as proxies for factual accuracy.
D) Conduct a systematic check of the brief against the task requirements, source material, and professional standards before sharing it.

5. A knowledge worker is applying the AI Fluency Framework Description competency while revising an underperforming prompt.
Which revision best reflects Description principles?

A) Replace the specific instructions with generic phrasing that broadens the task scope, undoing the specification work that Description principles require for a reliable, useful output.
B) Add length to the prompt by inserting filler text that does not specify task scope, output format, audience, or constraints, leaving the original specification gaps unaddressed.
C) Remove the existing context from the prompt and submit only the bare task statement, eliminating the audience, format, and constraint information that Description principles call for in a clear specification.
D) Specify the task scope, required output format, audience, and relevant constraints with sufficient clarity that the prompt produces a useful, reliable output on the next run.

Solutions: