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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Troubleshooting and Optimization | 10% | - Adjust prompts and configuration to improve results - Identify causes of poor or unexpected outputs - Diagnose context and performance issues |
| Topic 2: Product and Model Selection | 12% | - Understand model differences and use cases - Select appropriate Claude product features - Match model capabilities to task requirements |
| Topic 3: Governance, Risk, and Responsible Use | 15% | - Manage data sensitivity and privacy risks - Apply responsible AI principles and policies - Understand limitations and ethical boundaries |
| Topic 4: Configuration and Knowledge Management | 12% | - Manage knowledge sources and context - Maintain consistent system-level behavior - Configure Claude Projects with instructions |
| Topic 5: Workflow Integration and Solution Design | 16% | - Plan end-to-end Claude-augmented workflows - Integrate Claude into existing business workflows - Design AI-assisted processes and solutions |
| Topic 6: Output Evaluation and Validation | 21% | - Apply fact-checking and validation methods - Determine when human review is required - Detect hallucinations, biases, and inconsistencies - Evaluate outputs for accuracy, completeness, and consistency |
| Topic 7: Prompting and Task Execution | 14% | - Create effective prompts for business and technical tasks - Adapt prompting strategies by task type - Apply task decomposition to structure complex requests - Iterate prompts to improve output quality |
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NEW QUESTION # 56
You are a business analyst evaluating a Claude-generated business case against the agreed acceptance criteria.
Which is the correct order of evaluation steps?
(1) Compare the business case with the source data and required topics.
(2) Document gaps and inaccuracies for follow-up or correction.
(3) Restate the acceptance criteria for the business case.
(4) Decide whether to use the business case, iterate, or escalate.
(5) Read the business case from beginning to end to form an initial impression.
Answer: D
Explanation:
Answer B is correct. Evaluation begins by restating the agreed acceptance criteria (3), because the reviewer needs an explicit standard before judging the business case. The reviewer then reads the document from beginning to end (5) to understand its argument, scope, and apparent completeness. After that initial pass, the reviewer performs an evidence-based comparison against the source data and required topics (1). Discovered omissions, inaccuracies, and criterion failures are documented for correction or follow-up (2). Only when those findings are available should the reviewer decide whether the business case can be used, needs another iteration, or must be escalated (4). The sequence is therefore 3, 5, 1, 2, 4. Option A compares details before completing the holistic reading; Option C reads before re-establishing the evaluation standard; Option D starts detailed comparison without a clear rubric. Anthropic's evaluation guidance states that successful Claude applications begin with specific, measurable, achievable, and relevant success criteria and normally require multidimensional evaluation. It also emphasizes task-specific tests and clear rubrics. Applying that logic to a business document means establishing the criteria first, gathering evidence second, recording defects third, and making the disposition decision last. Anthropic evaluation guidance
NEW QUESTION # 57
A project manager is defining how Claude can support requirements analysis for an upcoming engagement.
Their team will conduct stakeholder interviews and review existing process documentation as part of discovery.
Which activity fits this domain?
Answer: C
Explanation:
Option C is correct because requirements analysis is grounded in evidence gathered during discovery. Claude can help organize interview notes and process documentation, identify recurring themes, extract candidate requirements, flag conflicts, and produce a consistent structure. Requiring traceability to each source allows analysts to verify the output and return unclear or disputed requirements to the relevant stakeholder.
Option A asks Claude to invent a complete requirements set from insufficient context. Similar projects may provide useful hypotheses, but they cannot substitute for the organization's actual stakeholders, constraints, workflows, and objectives. Option B unnecessarily limits Claude's role: Claude can support synthesis and extraction as well as prioritization, provided qualified humans verify the results. Option D transfers the stakeholder-interview responsibility too broadly. Claude may help prepare questions, summarize authorized transcripts, or organize findings, but human analysts should manage stakeholder relationships, pursue contextual follow-ups, and interpret sensitive or ambiguous responses.
Anthropic recommends providing clear context and structured instructions, while its hallucination guidance advises grounding factual work in source text and auditable citations. A structured, source-traceable requirements list applies both principles and keeps humans responsible for validation and final decisions. See Anthropic's prompting best practices and source-grounding guidance .
NEW QUESTION # 58
A senior manager is reviewing a colleague's habit of never updating their team's Project configurations because "if it works once, it works forever." Which feedback is most warranted?
Answer: C
Explanation:
Option C is correct because a Claude Project is a persistent workspace whose instructions and knowledge influence multiple chats. Anthropic explains that Project instructions tell Claude how to behave and respond across the Project, while uploaded knowledge is made available as context across its chats. Consequently, outdated policies, terminology, templates, or reference documents can systematically influence future outputs even when the degradation is not immediately obvious.
A sensible maintenance practice is to review the configuration periodically and whenever a meaningful source, policy, workflow, audience requirement, or organizational standard changes. Updates should then be tested against representative tasks and defined success criteria. Option A is too reactive because waiting for visible failure may allow inaccurate or obsolete outputs to circulate. Option B is incorrect because chat-level corrections do not reliably repair the persistent instructions or knowledge used in other Project chats. Option D is also too rigid: review can occur on a schedule, but changes should be evidence-based rather than made automatically when nothing relevant has changed.
Therefore, the best practice is controlled, periodic review combined with change-triggered maintenance and validation. This keeps the Project aligned without introducing unnecessary configuration churn. See Anthropic's guidance on creating and managing Projects and building evaluations .
NEW QUESTION # 59
You are a marketing manager deciding what to include in custom instructions for a writing-focused Project.
Which two items belong in the custom instructions? (Select two.)
Each correct answer presents a complete solution.
Answer: B,E
NEW QUESTION # 60
The first output from Claude is partially useful but has tone and detail issues.
Which two refinement actions are most likely to produce a meaningfully better output? (Select two.) Each correct answer presents a complete solution.
Answer: A,C
Explanation:
Option A directly addresses the tone problem by specifying both the required voice and the audience for whom the response is being written. Audience context helps Claude determine vocabulary, technical depth, formality, and emphasis. Option B addresses ambiguity by providing a concrete example that demonstrates the desired structure, detail level, tone, and overall quality.
Option C may produce superficial variation, but it does not correct the prompt's underlying deficiencies.
Option D supplies no actionable description of what must improve. Option E increases output variability without clarifying the missing tone or detail requirements and may make results less consistent.
Prompt iteration should be diagnostic. The user should identify the specific defect, modify one or more prompt elements that control that defect, generate a new output, and compare it with the original success criteria. If the response remains too general, the next revision might add required sections, source material, minimum depth, or an evaluation rubric.
Anthropic's prompting guidance recommends clear instructions, relevant context, examples, and explicit output requirements. Examples are particularly useful when the intended standard is difficult to describe abstractly. A and B therefore introduce information Claude can act upon, while the other choices merely repeat or randomize the same insufficient instruction. Anthropic's prompt-engineering guidance
NEW QUESTION # 61
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