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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Workflow Integration and Solution Design | 16% | - Integrate Claude into existing business workflows - Plan end-to-end Claude-augmented workflows - Design AI-assisted processes and solutions |
| Topic 2: Product and Model Selection | 12% | - Match model capabilities to task requirements - Understand model differences and use cases - Select appropriate Claude product features |
| Topic 3: Prompting and Task Execution | 14% | - Iterate prompts to improve output quality - Create effective prompts for business and technical tasks - Adapt prompting strategies by task type - Apply task decomposition to structure complex requests |
| Topic 4: Troubleshooting and Optimization | 10% | - Adjust prompts and configuration to improve results - Diagnose context and performance issues - Identify causes of poor or unexpected outputs |
| Topic 5: Output Evaluation and Validation | 21% | - Detect hallucinations, biases, and inconsistencies - Evaluate outputs for accuracy, completeness, and consistency - Determine when human review is required - Apply fact-checking and validation methods |
| Topic 6: Configuration and Knowledge Management | 12% | - Manage knowledge sources and context - Maintain consistent system-level behavior - Configure Claude Projects with instructions |
| Topic 7: Governance, Risk, and Responsible Use | 15% | - Understand limitations and ethical boundaries - Manage data sensitivity and privacy risks - Apply responsible AI principles and policies |
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NEW QUESTION # 57
You are a project manager reviewing stakeholder messages that teammates have drafted about Claude's role in a workflow.
Which two messages are appropriate for stakeholder communication about Claude? (Select two.) Each correct answer presents part of the solution.
Answer: A,E
Explanation:
Options C and D are correct because responsible stakeholder communication must accurately describe Claude' s role, human accountability, and the integration's limitations. Stakeholders should understand which activities Claude performs, which outputs require verification, who retains decision authority, and what happens when the model produces uncertain, incomplete, biased, or incorrect results. Known failure modes and escalation paths should be communicated in language appropriate to the audience.
Anthropic's AI Fluency Framework defines Diligence as taking responsibility for what people do with AI and how they do it. Anthropic's research also identifies honesty about AI's role and consideration of the consequences of sharing AI-generated work as important AI Fluency behaviours. These principles support transparent descriptions rather than exaggerated capability claims.
Options A and B are inappropriate absolutes. Claude can make factual errors or produce outputs inconsistent with supplied context, so human review cannot be categorically removed. Option E is too vague to support informed trust, accountability, or effective governance. Appropriate communication should neither overstate Claude's reliability nor obscure its contribution. It should describe Claude as a capable assistant operating within defined boundaries, with humans maintaining responsibility for consequential decisions and quality control. See Anthropic's AI Fluency Framework and AI Fluency Index .
NEW QUESTION # 58
You are organizing connected data sources for a team and must complete the planning steps before authorizing any connection.
Which two planning steps must be completed BEFORE authorizing a new Connector? (Select two.) Each correct answer presents part of the solution.
Answer: B,D
Explanation:
Options A and D are correct because Connector authorization creates a security and data-governance boundary. Before connecting a service, the team must confirm that the provider is trusted and approved under organizational vendor-management requirements. It must also determine what data Claude could access, how that data is classified, and whether the proposed users have legitimate permission to use it.
Anthropic explains that Connectors can retrieve data and take actions in connected services. Claude inherits the user's source-system permissions, while custom Connectors may connect to services that Anthropic has not verified. Anthropic therefore advises users to connect only to trusted servers, carefully review requested permissions, minimize unnecessary scopes, and remain aware that connected tools may read, modify, or delete data. These considerations directly support approved-vendor and data-authorization checks.
Training may be necessary before rollout, but it does not have to be completed before the authorization decision itself. Decommissioning legacy Connectors and migrating reports are implementation or lifecycle activities that ordinarily follow approval and transition planning. They do not replace the initial trust, classification, and permission assessment. Therefore, A and D are the required pre-authorization controls. See Anthropic's Connector overview and custom Connector security guidance .
NEW QUESTION # 59
You are a knowledge worker transitioning from a long, drifting conversation into a fresh, focused session.
Which is the correct order of transition steps?
(1) Begin a new chat and paste the summary as its starting context.
(2) Summarize the goals, key decisions, and open questions from the long conversation.
(3) Identify which references should persist beyond the current chat.
(4) Move persistent references into a Project's knowledge base or attach them as needed.
(5) Confirm the new chat is on-task before continuing the work.
Answer: B
Explanation:
The correct sequence is 3,2,4,1,5. Before leaving the original conversation, the user should identify the source documents, policies, examples, or other references that must remain available. The user can then summarize the conversation's active goals, decisions, constraints, unresolved issues, and next actions without carrying forward irrelevant discussion.
Persistent reference materials should next be placed in the appropriate Project knowledge base or attached to the new conversation. The user then starts a fresh chat using the summary as compact working context.
Finally, the user confirms that Claude has understood the objective and that the new conversation is focused before substantive work continues.
Starting a new chat before preparing the summary, as in Option C, risks losing important state or requiring repeated reconstruction. A summary is not a substitute for authoritative reference documents; durable sources should be preserved separately rather than compressed into paraphrased conversational context.
Anthropic explains that Projects provide persistent knowledge across their chats, while context is not automatically shared unless it is added to Project knowledge. Anthropic also recommends planning conversations, using summaries and memory appropriately, and providing relevant context at the start of focused work. Anthropic's Project management guidance
NEW QUESTION # 60
You are a knowledge worker who decomposed a "draft a board memo" request into fifteen tiny steps and noticed that the output now feels disjointed because related ideas were split apart.
Which adjustment is most appropriate?
Answer: B
Explanation:
Option A corrects over-decomposition by consolidating related activities into meaningful sections. Task decomposition should make a complex request easier to execute and evaluate. It should not fragment one coherent argument into so many isolated steps that the final document loses continuity.
For a board memo, naturally connected activities can be grouped into sections such as executive context, evidence and analysis, available options, risks, and the recommended decision. This structure preserves logical relationships while still giving Claude clear guidance about how to develop the document.
Option B improves visual organization but retains all fifteen fragmented steps, so it does not address the underlying structural problem. Option C reduces the number of steps based only on their position in the sequence. Steps that appear next to each other are not necessarily conceptually related. Option D also prioritizes sequence over meaning and can keep closely related ideas separated.
Anthropic's prompting guidance recommends breaking complex tasks into steps, but those steps must remain purposeful and logically connected. Effective decomposition uses enough structure to guide the task without creating unnecessary fragmentation. Consolidating related steps therefore produces a more coherent and decision-ready board memo.
NEW QUESTION # 61
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 # 62
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