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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Prompting and Task Execution | 14% | - Create effective prompts for business and technical tasks - Apply task decomposition techniques to structure complex requests - Iterate prompts to improve output quality - Adapt prompting strategy by task type |
| Topic 2: Product and Model Selection | 12% | - Differentiate between Claude model types - Select appropriate Claude product features - Manage context limitations and memory - Align model selection with task requirements |
| Topic 3: Output Evaluation and Validation | 21% | - Edit and adapt outputs for the intended audience - Organize and curate information and select appropriate output formats - Determine when human review or additional verification is required - Evaluate Claude-generated outputs for accuracy and completeness - Identify hallucinations, inconsistencies, and biases in responses - Apply fact-checking and validation techniques |
| Topic 4: Workflow Integration and Solution Design | 16% | - Analyze requirements and use cases - Support solution design through iteration - Integrate Claude into existing workflows and communicate its value and limitations - Use Claude for research, planning, and process optimization |
| Topic 5: Governance, Risk, and Responsible Use | 15% | - Understand ethical implications of Claude use - Follow organizational AI policies and governance standards - Identify appropriate and inappropriate use cases - Apply data sensitivity, regulatory, and privacy considerations |
| Topic 6: Configuration and Knowledge Management | 12% | - Manage uploaded knowledge and connectors - Configure Claude Projects with instructions and knowledge sources - Create effective system-level instructions - Maintain and update configurations |
| Topic 7: Troubleshooting and Optimization | 10% | - Optimize workflows for efficiency and effectiveness - Identify and diagnose issues with underperforming prompts or poor outputs - Adjust approaches based on feedback and results |
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NEW QUESTION # 13
A knowledge worker is explaining the cost, speed, and quality trade-offs across Claude models to a colleague.
Which generalization correctly describes the trade-off?
Answer: D
Explanation:
Option B is the best generalization, although the source's original phrase "consume more of the rate limit" was technically imprecise and has been corrected to "consume more resources." Anthropic's current model comparison characterizes Haiku as the fastest and lowest-cost tier, Sonnet as a balance of speed and intelligence, and Opus or higher capability tiers as appropriate for more demanding work with greater cost or latency.
Option A incorrectly assumes that higher capability automatically reduces usage consumption. Option C makes the opposite unsupported absolute: lightweight models do not always require multiple passes. Option D ignores documented differences in latency, pricing, context capacity, tool support, and workload suitability.
The generalization must not be treated as a universal per-task law. Anthropic now advises evaluating cost per completed task rather than relying only on per-token pricing. A stronger model may complete difficult work in fewer turns and can occasionally cost less overall than repeated attempts with a smaller model. Teams should therefore define quality, latency, volume, and budget requirements, then benchmark candidate models on representative workloads. Option B remains the correct broad comparison, but empirical testing determines the actual production choice. See Anthropic's model comparison , model-selection guidance , and cost-per- task guidance .
NEW QUESTION # 14
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 # 15
You are a project manager reviewing Claude usage approaches that teammates have proposed for a project workflow.
Which two workflow steps are well-suited for Claude support? (Select two.) Each correct answer presents a complete solution.
Answer: C,D
Explanation:
Under the objective Identify appropriate and inappropriate use cases , determining suitable application domains hinges on evaluating AI capabilities against risk severity and the presence of human oversight.
Claude excels at information extraction, multi-document synthesis, and structured text generation.
Synthesizing complex findings from multiple research papers (Option D) and compiling meeting notes into organized, structured status summaries (Option E) are classic high-leverage knowledge-work tasks that streamline team operations while keeping final outputs subject to team review. Conversely, allowing an AI model to autonomously authorize external corporate press releases without human sign-off (Option A), bind an organization to contractual liabilities (Option B), or determine career-altering personnel promotions (Option C) represents dangerous and inappropriate delegation that violates responsible AI principles, legal compliance, and human accountability standards.
NEW QUESTION # 16
You are prioritizing optimization actions across a recurring Claude workflow.
Which optimization action typically has the highest impact in a recurring knowledge workflow?
Answer: D
Explanation:
Option A generally creates the greatest recurring benefit because it converts an informal, repeatedly reconstructed process into a reusable Claude workspace. A properly configured Project can preserve stable instructions, authoritative reference materials, terminology rules, audience requirements, output expectations, and workflow constraints across related conversations. This reduces repeated context-setting and helps different team members obtain more consistent results.
Option C may improve the next execution, but a prompt stored informally can still be copied incorrectly, separated from its references, or used without the latest organizational requirements. Codifying the workflow within a Project makes the improved prompt and its supporting context reusable. Option B can make deliverables easier to read, but it primarily affects presentation rather than the reliability and efficiency of the complete workflow. Option D improves file organization after the output is generated but does not directly strengthen Claude's input, reasoning context, or output consistency.
The Project should still be tested with representative requests and maintained over time. Teams must update stale references, refine instructions when recurring defects appear, and document any required human-review steps. Nevertheless, when a knowledge workflow is repeated frequently, centralizing its persistent context and instructions typically produces a broader improvement than editing a single prompt, template, or storage location.
NEW QUESTION # 17
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: A,E
NEW QUESTION # 18
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