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| Section | Weight | Objectives |
|---|---|---|
| Workflow Integration and Solution Design | 16% | - Plan end-to-end Claude-augmented workflows - Design AI-assisted processes and solutions - Integrate Claude into existing business workflows |
| Governance, Risk, and Responsible Use | 15% | - Apply responsible AI principles and policies - Understand limitations and ethical boundaries - Manage data sensitivity and privacy risks |
| Troubleshooting and Optimization | 10% | - Adjust prompts and configuration to improve results - Identify causes of poor or unexpected outputs - Diagnose context and performance issues |
| Product and Model Selection | 12% | - Match model capabilities to task requirements - Understand model differences and use cases - Select appropriate Claude product features |
| Configuration and Knowledge Management | 12% | - Configure Claude Projects with instructions - Manage knowledge sources and context - Maintain consistent system-level behavior |
| Prompting and Task Execution | 14% | - Iterate prompts to improve output quality - Adapt prompting strategies by task type - Create effective prompts for business and technical tasks - Apply task decomposition to structure complex requests |
| Output Evaluation and Validation | 21% | - Apply fact-checking and validation methods - Evaluate outputs for accuracy, completeness, and consistency - Determine when human review is required - Detect hallucinations, biases, and inconsistencies |
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NEW QUESTION # 113
You are a Claude associate running an ethics review on a Claude-assisted deliverable before publication.
Which is the correct order of review steps?
(1) Confirm that transparency requirements are met for the audience receiving the deliverable.
(2) Document the review outcome and any changes made.
(3) Identify the audience and the potential impact of the deliverable on that audience.
(4) Make targeted revisions or escalate if a concern requires more authority to resolve.
(5) Examine the content for unsupported generalizations, fairness concerns, and accuracy issues.
Answer: D
Explanation:
Answer A follows the strongest ethics-review dependency order. First identify the audience and the potential consequences of the deliverable (3), because ethical risk depends on who receives the material and how it may affect them. Next examine the content for unsupported generalizations, fairness problems, and accuracy defects (5). With the audience and substantive risks understood, confirm that the necessary transparency or disclosure requirements are met (1). Then correct the deliverable or escalate concerns that exceed the reviewer's authority (4). Finally, record the review result and all changes made (2), preserving accountability and traceability. The resulting sequence is 3, 5, 1, 4, 2. Option B checks transparency before completing the substantive ethics assessment; Options C and D begin without first establishing the affected audience and impact. Anthropic's AI Fluency framework treats Discernment as critical assessment of AI output and Diligence as responsible, ethical use with human accountability. Anthropic's Usage Policy likewise emphasizes human review and disclosure for high-risk uses. Therefore, an ethics review should move from impact framing, through content assessment and transparency, to remediation and documentation-not merely confirm that an AI disclosure exists and assume the deliverable is safe. Anthropic AI Fluency course , Anthropic Usage Policy
NEW QUESTION # 114
A knowledge worker notices that a Claude output may have repeated a confidential financial figure from an internal source that the user was instructed to treat as restricted. The output has not yet been shared outside the user.
Which immediate action is most appropriate?
Answer: C
Explanation:
Option A is the appropriate containment and reporting response. The appearance of restricted information in a generated output indicates a possible data-handling or access-control failure. The user should stop the output from progressing, preserve enough information to investigate what occurred, and follow the organization's established governance or security incident procedure. Relevant evidence normally includes the prompt, generated response, implicated source, users or systems involved, and whether any further distribution occurred.
Deleting the figure from the visible output, as suggested in Option B, does not address how the restricted information entered the workflow or whether it remains present in conversation history, logs, connected sources, or other generated material. A personal log is not a substitute for the approved reporting mechanism.
Starting a new chat under Option C may prevent additional use of that conversation but does not remediate or report the original incident. Option D incorrectly assumes that an internal exposure is harmless.
Organizational confidentiality requirements can be violated even before information is distributed externally.
Claude users remain accountable for applying data classifications, limiting sensitive inputs, reviewing generated outputs, and escalating suspected exposure through authorized channels. Early reporting enables containment and corrective action.
NEW QUESTION # 115
A customer-success team member is reviewing a Claude-generated customer health-check report against the agreed deliverable list. The report covers all five required topics, but the renewal-risk section names only one risk factor where the deliverable specification calls for renewal risk to be assessed across pricing, product fit, and stakeholder change.
Which conclusion is best supported?
Answer: A
Explanation:
Under the objective Evaluate Claude-generated outputs for accuracy and completeness , quality assurance involves auditing both macro-level structure (presence of required topics) and micro-level depth (thoroughness against detailed specifications).
The report successfully includes all five mandatory high-level headings, satisfying basic structural completeness. However, evaluating the internal substance of the renewal-risk section reveals an under-scoped deliverable: the specification required analyzing three distinct dimensions (pricing, product fit, and stakeholder change), but Claude addressed only one. Therefore, Option D is the accurate assessment: the artifact fulfills topical scope but lacks required operational depth and must be expanded prior to client delivery. Claiming it completely satisfies requirements (Option C) ignores explicit criteria, while labeling the entire section missing (Option B) or offloading internal QA to the customer (Option A) violates quality management standards.
NEW QUESTION # 116
You are configuring a new Claude Project for a specific recurring workload.
Which Project configuration step should be performed first?
Answer: B
Explanation:
The Project's purpose and recurring tasks must be defined before selecting knowledge sources, writing instructions, testing behavior, or inviting collaborators. Option A establishes the configuration requirements:
what the Project is intended to accomplish, which tasks belong within its scope, who will use the outputs, and what consistent behavior is required.
Only after the purpose is clear can the configurator determine which reference documents belong in Project knowledge and which persistent behavioral requirements belong in Project instructions. Testing follows configuration because a representative request must be evaluated against an expected result. Collaborator access should be configured after the Project's scope and information sensitivity are understood, allowing appropriate view or edit permissions to be assigned.
Option C begins adding materials without first determining their relevance. Option B attempts to test an undefined configuration. Option D introduces users before the Project's purpose, data, and access requirements have been established.
Anthropic describes Projects as self-contained workspaces with knowledge bases, focused chats, and persistent Project instructions. Its documentation explains that uploaded materials provide shared context and instructions control Claude's behavior across the Project's chats. Defining the recurring workload first prevents irrelevant knowledge, conflicting instructions, and excessive access. Anthropic's Project management guidance
NEW QUESTION # 117
You are a knowledge worker who decomposed a "draft a board memo" request into fifteen tiny steps and noticed the output now feels disjointed because related ideas were split apart.
Which adjustment is most appropriate?
Answer: B
Explanation:
Task decomposition is valuable only when the resulting stages represent meaningful, logically connected units of work. Here, dividing a board memo into fifteen extremely small steps has fragmented related ideas and weakened the document's narrative coherence. Option B corrects over-decomposition by combining naturally connected activities into broader sections, such as framing the decision, analyzing evidence, presenting risks, and stating the recommendation.
Option A removes dependency order entirely, which would make the workflow less reliable. Option C intensifies the existing problem by creating even smaller fragments. Option D goes too far in the opposite direction by discarding all useful structure. The appropriate solution is neither maximal decomposition nor a single unstructured instruction; it is a limited number of cohesive stages with clear dependencies.
Anthropic explains that explicit prompt chaining is useful when intermediate outputs must be inspected or when a specific pipeline structure is required. However, its guidance also warns against unnecessary delegation and overengineering when simpler direct work preserves context more effectively. The correct granularity should therefore improve control and reviewability without separating ideas that must be developed together. Anthropic's prompting best practices
NEW QUESTION # 118
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