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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Configuration and Knowledge Management | 12% | - Managing instructions and knowledge sources - Configuring Claude Projects - Managing uploaded knowledge and connectors - Maintaining configuration and knowledge sources |
| Topic 2: Workflow Integration and Solution Design | 16% | - Analyzing requirements and use cases - Solution design and iteration - Research, planning, and process optimization - Integrating Claude into existing workflows - Communicating Claude's value and limitations |
| Topic 3: Output Evaluation and Validation | 21% | - Editing, adapting, and refining outputs - Evaluating output accuracy and completeness - Fact-checking and validation - Identifying hallucinations, inconsistencies, and bias - Determining when human review or verification is required |
| Topic 4: Prompting and Task Execution | 14% | - Creating effective prompts - Iterating prompts to improve output - Task decomposition - Adapting prompting strategies to task types |
| Topic 5: 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 6: Product and Model Selection | 12% | - Balancing quality, speed, and cost - Managing context limitations and memory - Selecting Claude models - Selecting appropriate Claude product features |
| Topic 7: Troubleshooting and Optimization | 10% | - Optimizing workflows for efficiency and effectiveness - Diagnosing underperforming prompts and outputs - Adjusting approaches based on feedback and results |
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NEW QUESTION # 16
An account manager has used Claude to extract requirements from stakeholder notes. Three requirements appear to conflict: two stakeholders specified mutually exclusive workflow steps, and a third requirement assumes an outcome that the first two would prevent.
Which step is most appropriate?
Answer: A
Explanation:
Option C is correct because Claude can identify and organize conflicting requirements, but it does not possess the authority or stakeholder context required to resolve substantive business disagreements independently.
Each conflicting requirement should be retained, labelled with its originating source, and marked with an unresolved status. The relevant stakeholders can then clarify priorities, negotiate trade-offs, or provide an authoritative decision.
Option A delays a known dependency and risks allowing downstream design work to proceed on incompatible assumptions. Option B permits Claude to invent compromise language that may not represent any stakeholder's actual position. Claude may help draft possible resolution questions, but those proposals must not be treated as approved requirements. Option D is equally inappropriate because apparent business justification in meeting notes does not grant the account manager or Claude authority to discard competing requirements.
Anthropic's hallucination guidance recommends grounding claims in supplied evidence and making outputs auditable with citations. Its AI Fluency Discernment principles also require humans to evaluate outputs critically and retain final judgment. Source traceability and stakeholder escalation therefore provide the most reliable resolution path. See Anthropic's guidance on reducing hallucinations and the AI Fluency Framework .
NEW QUESTION # 17
A senior sales manager is presenting Claude's role in a project to a non-technical executive sponsor. The sponsor will be asked to approve continued investment based on the presentation.
Which framing best balances value and limitations?
Answer: B
Explanation:
Answer A is correct. An executive sponsor needs a decision-oriented explanation of Claude's business contribution, not a technical description of how the model operates. The presentation should explain the tasks Claude performs effectively, connect those capabilities to measurable project outcomes, and state the relevant limitations together with the controls used to manage them. For example, the manager could explain that Claude accelerates first-draft creation and document analysis while human reviewers remain responsible for validating important facts, approving consequential outputs, and handling exceptional cases.
Option B acknowledges limitations but gives them disproportionate emphasis and frames the project defensively. Option C relies on technical model terminology and requires the sponsor to translate capabilities into business value independently. This fails to support an informed investment decision. Option D presents the benefits but withholds material limitations until later, creating an incomplete and potentially misleading business case.
A balanced presentation neither exaggerates Claude's reliability nor treats limitations as a reason to ignore its value. It establishes what Claude contributes, where human judgment remains necessary, and how the combined workflow supports the sponsor's desired outcomes. This reflects Anthropic's AI Fluency principles of appropriate delegation, critical evaluation, and responsible human accountability. Anthropic AI Fluency
NEW QUESTION # 18
You are an HR specialist sorting potential ethical risks of a Claude-supported workflow.
Which two risks pose the highest ethical concern in an HR-adjacent workflow? (Select two.) Each correct answer presents a complete solution.
Answer: A,E
Explanation:
Under the objective Understand ethical implications of AI usage , evaluating HR workflows requires identifying systemic harms, legal compliance liabilities, and threats to employee rights.
Option A highlights the ethical danger of autonomous algorithmic decision-making: delegating high-stakes determinations (such as termination, performance ratings, or compensation) to an AI system without accountable human oversight violates fundamental fairness and labor ethics. Option E represents severe algorithmic bias and discrimination: generating outputs that systematically disadvantage candidates or employees based on protected characteristics (e.g., race, gender, age, disability). Both scenarios represent critical ethical risks. Conversely, minor clerical typos in calendar invites (Option B), formatting irregularities in general announcements (Option C), and punctuation style inconsistencies (Option D) are minor operational defects that carry zero ethical or regulatory consequences.
NEW QUESTION # 19
You are a project manager weighing workflow steps by how much leverage Claude integration provides.
Which workflow step typically offers the greatest Claude leverage in a knowledge-work team?
Answer: D
Explanation:
Under the objective Integrate Claude into existing workflows to augment or redesign workflows , AI integration delivers the highest return on investment when deployed for high-volume synthesis and initial artifact creation paired with human oversight ("human-in-the-loop").
Drafting and synthesizing information across disparate documents (Option C) leverages Claude's core strengths: large context window comprehension, fast text processing, structured summarization, and tone adaptation. A knowledge worker acting as a downstream reviewer can quickly audit, refine, and approve the generated draft, drastically reducing cycle time. In contrast, options involving autonomous high-stakes determinations-such as unreviewed external publications (Option A), binding contractual negotiations (Option B), or final personnel and employment actions (Option D)-violate responsible AI governance principles and represent inappropriate delegation risks where human accountability, legal authority, and contextual judgment cannot be automated.
NEW QUESTION # 20
You are reviewing items proposed for inclusion in a Project that supports policy summaries.
Which two items are appropriate to include in the Project? (Select two.) Each correct answer presents part of the solution.
Answer: A,C
Explanation:
Under the objective Configure Claude Projects with instructions and knowledge sources , curating Project scope requires adding only persistent, relevant reference assets while maintaining strict boundaries against unrelated context.
Option A represents foundational system instructions and prompt scaffolding: specifying target formatting schemas, structural sections, and audience expectations ensures consistent, repeatable policy summaries across all chats. Option B provides the canonical ground truth: uploading the current active policy documentation into the Project knowledge base gives Claude the direct reference material needed to generate factually grounded summaries. In contrast, uploading general presentation slide decks (Option C) injects unneeded token overhead. Including active legal case files (Option D) or employee onboarding records from unrelated workflows (Option E) causes context bleed, violates data compartmentalization principles, and wastes context window capacity.
NEW QUESTION # 21
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