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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Governance, Risk, and Responsible Use | 15% | - Data sensitivity, privacy, and regulatory considerations - Identifying appropriate and inappropriate AI use cases - Ethical and responsible AI use - Organizational AI governance and policies |
| Topic 2: Troubleshooting and Optimization | 10% | - Diagnosing underperforming prompts and outputs - Optimizing workflows for efficiency and effectiveness - Adjusting approaches based on feedback and results |
| Topic 3: Workflow Integration and Solution Design | 16% | - Integrating Claude into existing workflows - Analyzing requirements and use cases - Research, planning, and process optimization - Solution design and iteration - Communicating Claude's value and limitations |
| Topic 4: Product and Model Selection | 12% | - Balancing quality, speed, and cost - Selecting Claude models - Selecting appropriate Claude product features - Managing context limitations and memory |
| Topic 5: Output Evaluation and Validation | 21% | - Editing, adapting, and refining outputs - Identifying hallucinations, inconsistencies, and bias - Fact-checking and validation - Determining when human review or verification is required - Evaluating output accuracy and completeness |
| Topic 6: Prompting and Task Execution | 14% | - Iterating prompts to improve output - Adapting prompting strategies to task types - Task decomposition - Creating effective prompts |
| Topic 7: Configuration and Knowledge Management | 12% | - Configuring Claude Projects - Managing instructions and knowledge sources - Maintaining configuration and knowledge sources - Managing uploaded knowledge and connectors |
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NEW QUESTION # 87
You are a project lead reviewing a teammate's habit of using the same prompt template for every task regardless of type.
Which feedback is most warranted?
Answer: A
Explanation:
Different tasks require different prompting structures, evidence, constraints, and evaluation methods. A research request should define research questions, source requirements, currency expectations, and citation rules. An analytical task should specify the decision to support, relevant data, assumptions, and comparison criteria. Drafting work requires audience, tone, purpose, structure, and length. Brainstorming normally benefits from broader exploration, diversity requirements, and delayed evaluation.
A reusable template can provide a useful baseline, but it should not remain unchanged when task characteristics differ. Options B, C, and D incorrectly assume that uniformity guarantees effectiveness. In practice, excessive rigidity can omit critical instructions or impose an inappropriate structure. A compliance report and an early-stage ideation exercise should not be prompted identically.
Anthropic's prompting documentation covers multiple techniques-including clear instructions, examples, role prompting, structured formats, prompt chaining, and success criteria-because no single technique is optimal for every workload. Anthropic's legal-summarization guidance also demonstrates that prompt details can be adjusted for different levels of technicality, verbosity, and structure. The project lead should therefore standardize reusable components while adapting task-specific objectives, inputs, constraints, and output formats. Anthropic's prompt-engineering overview
NEW QUESTION # 88
A marketing manager is preparing a constrained brainstorming task: produce ten campaign ideas, each tied to a stated audience segment and each fitting one of three defined budget bands.
Which prompting approach fits the task?
Answer: B
Explanation:
Answer B is correct. This is a constrained brainstorming task with three explicit acceptance requirements:
exactly ten distinct ideas, alignment with a stated audience segment, and placement within one of three defined budget bands. The prompt should include all these constraints and require Claude to label each idea with its intended audience and budget category. That structure makes compliance visible and allows the manager to review the output efficiently.
Option A omits the budget requirement, even though affordability is part of the task rather than a later filtering preference. Option C changes the requested quantity from ten to thirty and creates unnecessary review work without evidence that the larger pool is required. Option D postpones the budget constraint until after generation, increasing the likelihood that several ideas will be unusable and leaving the manager with fewer than ten valid options.
Constraints do not inherently undermine creativity. Well-defined boundaries direct creativity toward implementable solutions and reduce wasted output. A strong prompt could request a table containing the idea, audience segment, budget band, campaign concept, and brief rationale. Anthropic recommends being clear and direct, specifying the desired output format and constraints, and making completion requirements explicit.
Requiring each idea to identify its audience and budget band provides an immediate quality-control mechanism. Anthropic prompting best practices
NEW QUESTION # 89
You are an operations lead mapping production tasks to Claude model strengths to set realistic expectations.
Which two production tasks fit Claude's strengths most clearly? (Select two.) Each correct answer presents a complete solution.
Answer: C,D
Explanation:
Under the objective Differentiate between Claude model types (e.g., Haiku, Sonnet, Opus) and foundational AI capabilities, generative models are specifically optimized for natural language understanding, cross-document synthesis, and nuanced stylistic drafting.
Drafting audience-tailored, empathetic customer communications for human review (Option C) and synthesizing large volumes of complex source text into concise executive summaries (Option E) leverage Claude's extensive context window and linguistic fluency. Conversely, tasks requiring millisecond real-time event-driven streaming detection (Option A) or high-frequency deterministic quantitative financial settlement calculations on live feeds (Option D) are poorly suited for general LLMs and require specialized, deterministic streaming engines. Additionally, delegating final binding legal rulings entirely to an AI (Option B) represents an inappropriate governance risk.
NEW QUESTION # 90
You are a business analyst reviewing prompt drafts written by teammates.
Which two elements belong in a well-structured prompt for a business task? (Select two.) Each correct answer presents part of the solution.
Answer: B,D
Explanation:
Options A and B are correct because Claude needs a clear task and the context required to perform that task appropriately. The prompt should state the requested action using direct language-for example, summarize, compare, classify, draft, calculate, or recommend. It should then provide relevant information such as the intended audience, business objective, authoritative sources, constraints, success criteria, and required output format.
Anthropic's prompting guidance emphasizes clarity, specificity, contextual grounding, and explicit formatting instructions. Audience and purpose are particularly important in business tasks because the same underlying information may need very different treatment for executives, customers, technical teams, or regulators.
Option C can be useful when an approachable tone is genuinely required, but it is not an essential element of every structured business prompt. Tone should be selected according to the task rather than added automatically. Option D introduces excessive and potentially irrelevant information; only products or services relevant to the task should be included. Option E similarly adds noise unless the anecdote supplies necessary factual context or illustrates the desired output.
Therefore, a clear task statement and relevant goal-and-audience context form the indispensable foundation.
See Anthropic's prompting best practices .
NEW QUESTION # 91
A learning specialist is configuring a Project for course-design work. Their organization has an internal instructional-design standard and a preferred output structure for lesson outlines.
Which custom-instruction set best supports this use case?
Answer: B
Explanation:
Option A is correct because effective Project instructions should establish Claude's role, the authoritative standards governing the work, and the expected output structure. These elements create consistent behaviour across the Project's course-design chats. The role establishes the professional perspective Claude should adopt, the instructional-design standard defines the governing methodology, and the lesson-outline structure specifies the required deliverable.
Anthropic explains that Project instructions tell Claude how to behave and respond across every chat within the Project. Consequently, recurring requirements should be placed in Project instructions instead of being manually repeated in each conversation. The organization's instructional-design documentation should also be uploaded to Project knowledge so Claude can reference the actual standard rather than infer it from a brief instruction.
Option B omits a known structural requirement and permits unnecessary variation. Option C supplies the format but not the governing methodology or role context; structure alone cannot communicate the complete instructional standard. Option D defeats the persistence benefit of Projects and increases inconsistency between users and chats.
Individual prompts can still specify lesson-specific objectives, audiences, subjects, and constraints, but the stable role, standards, and output schema belong in the Project-level instructions. See Anthropic's documentation on Project instructions and knowledge and prompting best practices .
Only six genuinely unique questions were found. This is the complete Set 3 batch.
NEW QUESTION # 92
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