Question 1

You are a project manager at Orinexa, Inc. You are picking a Claude model for a new production workload and must complete the requirements steps before testing candidates. Which two steps must be completed BEFORE testing candidate models on a representative sample? (Select two.) Each correct answer presents part of the solution.

Options :

A : Define the quality bar, the latency tolerance, and the expected request volume.

B : Retest the selected model whenever a new model version is released.

C : Choose a candidate model based on the requirements profile and known capabilities.

D : Promote the selected model to production traffic for the workload.

E : Sign off on the production rollout plan with the platform and security teams.

Answer: A,C

Question 2

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.)

Options :

A : Skip the upload review entirely on the basis of urgency, even though the file might contain regulatedfields that organizational policy requires the user to redact before any Code Execution

B : Confirm that the planned Code Execution task aligns with the organization’s data-classification policyand escalate to the appropriate contact if the data sensitivity exceeds approveduse

C : Upload the full unredacted customer file without review, on the assumption that a sandboxed executionenvironment removes the need to apply the organization’s dataclassification policy

D : Bypass the data-classification policy because the task is internal, treating sandboxed processing as anexemption from the review that the policy requires beforesensitive data is uploaded

E : Review the file for sensitive, confidential, or regulated fields before upload, and remove or redact anyfields that are not required for the planned Code Executionanalysis

Answer: B,E

Question 3

A strategy manager is reviewing a Claude-generated recommendation to consolidate the company’s two regional warehouses into one. The recommendation cites three sources that estimate cost savings and one source confirming that consolidation is operationally feasible. Two source documents also contain estimates of one-time transition costs and a stakeholder concern about regional service levels, neither of which appears in the recommendation. Which concern is most warranted?

Options :

A : The recommendation is acceptable for an initial round, but the missing material should be added in aseparate appendix rather than re-prompting the original output

B : The recommendation should be rejected because it relies on only four sources, which is insufficient fora decision of this size

C : The recommendation is sound because every source it cites supports the consolidation conclusion.

D : The recommendation reflects selective use of the source documents and should be re-prompted toaddress the transition costs and the service-level concern before it isused

Answer: D

Question 4

You are a customer-success lead running an interactive workflow where each turn must respond quickly and the per-turn reasoning is light. Which selection best aligns with the requirements?

Options :

A : Choose Haiku to keep latency low and to handle a light reasoning load efficiently at scale.

B : Choose a model based on the alphabetical order of its name.

C : Choose any model because latency does not vary by model.

D : Choose Opus to maximize reasoning depth despite higher latency.

Answer: A

Question 5

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

Options :

A : A single subheading is shorter than the other subheadings in the document.

B : Two adjacent paragraphs present the same information using inconsistent terminology.

C : Typographic inconsistencies appear throughout multiple sections of the document.

D : The main conclusion contradicts the evidence presented in the body.

Answer: D

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