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Anthropic Claude Certified Associate-Foundations Sample Questions:

1. You are running a weekly feedback-and-adjustment cycle.
Which is the correct order of cycle steps?
(1) Translate feedback into one or two targeted adjustments for the next cycle.
(2) Run the next cycle and compare results against the prior cycle.
(3) Capture the specific feedback received during the review.
(4) Document what changed, what effect it produced, and any remaining issues.
(5) Decide whether to continue iterating, switch approach, or escalate.

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

2. You are an operations manager preparing a quick reference card for a team.
Which description correctly characterizes the three Claude model tiers in general terms?

A) Haiku is fast and lightweight, Sonnet is the balanced default for most everyday work, and Opus is the most capable for complex reasoning at higher latency and cost.
B) All three models offer the same reasoning depth and differ only in response speed and cost.
C) Sonnet is the fastest of the three models because its architecture is optimized for speed rather than reasoning depth.
D) Haiku is the most capable model for the deepest reasoning, while Opus is the lightweight model for quick replies.

3. A Claude associate is evaluating a proposed use case in which Claude would issue final hiring decisions without any human review, applying the AI Fluency Framework Delegation competency.
Which classification best reflects Delegation principles?

A) Appropriate for full AI delegation, on the basis that processing speed outweighs the human judgment, accountability, and consequence considerations that Delegation criteria require for final hiring decisions.
B) Appropriate with light human review applied only to a sample of decisions, even though Delegation criteria reserve final hiring decisions for human ownership rather than sample-based oversight after the fact.
C) Inappropriate for full AI delegation, because hiring decisions involve human judgment, accountability, and consequences that Delegation criteria reserve for human ownership rather than autonomous AI execution.
D) Inappropriate only because of system reliability concerns rather than accountability, even though Delegation criteria classify final hiring decisions as requiring human ownership regardless of system performance.

4. You are configuring a new Claude Project for a specific recurring workload.
Which Project configuration step should be performed first?

A) Test the configured Project on a representative request from the workload.
B) Add reference materials and instructions that the Project will rely on.
C) Define the purpose of the Project and the recurring tasks it must support.
D) Invite collaborators to the Project and confirm the appropriate access levels.

5. You are an analyst fact-checking a Claude-generated report. Two cited sources give conflicting dates for the same event.
Which approach is correct?

A) Average the two conflicting dates and use the average.
B) Publish both dates without resolving the conflict and let the reader choose.
C) Choose the more recent date on the basis that later sources typically reflect updated or corrected information.
D) Locate a primary or authoritative source for the event and use the date that source confirms.

Solutions: