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 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.
• B. 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.
• C. 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.
• D. 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.

A knowledge worker has noticed that the same prompt for a recurring weekly task produces inconsistent outputs across runs. Some weeks the output uses the right sections but the wrong tone; other weeks the tone is right but a section is missing. The source inputs change each week but follow the same structure.
Which cause is most worth investigating first?

• A. The source inputs vary too much from week to week, and the team should standardize the inputs before changing the prompt.
• B. The team should split the prompt into separate prompts for tone and structure, since combining both in one prompt produces the mixed inconsistency the team is seeing.
• C. The recurring prompt under-specifies the audience, tone, format, and required sections, so each run drifts depending on what the model emphasizes that time.
• D. The model is non-deterministic, so identical prompts naturally produce different outputs even when the prompt itself is well-written, and the team should accept the variation.

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

You are reviewing a Claude-generated report whose tone is confident throughout.
Which question best separates plausibility from verification?

• A. Does the response cover the topic comprehensively based on its length and section count?
• B. Does the response open with a clear, well-framed statement of the main finding?
• C. Does the response use varied sentence structure across sections?
• D. Can each specific claim be traced to a credible source or to the supplied input material?

An HR business partner is building a long-running workspace where a team handbook, a leveling guide, and a policies-FAQ document will be referenced across many separate chats by several team members.
Which Claude feature is designed for this use case?

• A. Attach all three documents to each chat as needed, since per-chat attachments give the chat direct access to the documents without additional setup.
• B. Connect the team's Google Drive folder where the three documents are stored, so the Connector surfaces them inside each chat when they are needed.
• C. Generate an Artifact containing the three documents, which gives the team an editable surface for reference content that persists across chats.
• D. Create a Project, which provides a persistent workspace with its own knowledge base and custom instructions shared across chats and members.