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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Output Evaluation and Validation | 21% | - Evaluate Claude-generated outputs for accuracy and completeness - Identify hallucinations, inconsistencies, and biases in responses - Determine when human review or additional verification is required - Apply fact-checking and validation techniques - Organize and curate information and select appropriate output formats - Edit and adapt outputs for the intended audience |
| Governance, Risk, and Responsible Use | 15% | - Apply data sensitivity, regulatory, and privacy considerations - Follow organizational AI policies and governance standards - Identify appropriate and inappropriate use cases - Understand ethical implications of Claude use |
| Workflow Integration and Solution Design | 16% | - Use Claude for research, planning, and process optimization - Integrate Claude into existing workflows and communicate its value and limitations - Support solution design through iteration - Analyze requirements and use cases |
| Product and Model Selection | 12% | - Align model selection with task requirements - Select appropriate Claude product features - Manage context limitations and memory - Differentiate between Claude model types |
| Troubleshooting and Optimization | 10% | - Optimize workflows for efficiency and effectiveness - Adjust approaches based on feedback and results - Identify and diagnose issues with underperforming prompts or poor outputs |
| Prompting and Task Execution | 14% | - Create effective prompts for business and technical tasks - Iterate prompts to improve output quality - Apply task decomposition techniques to structure complex requests - Adapt prompting strategy by task type |
| Configuration and Knowledge Management | 12% | - Maintain and update configurations - Create effective system-level instructions - Configure Claude Projects with instructions and knowledge sources - Manage uploaded knowledge and connectors |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. 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.
A) drafting a tone-and-audience-aware customer-facing email under human review
B) issuing a binding legal determination based solely on Claude's analysis of case documents
C) calculating the precise settlement value of a derivative contract using live market inputs
D) monitoring a live sensor data stream and flagging anomalies as they occur in real time
E) synthesizing a single executive summary across many long source documents
2. A project lead is evaluating a Claude-generated status report against the project charter. The report will be delivered to a steering committee, which expects accurate status against committed milestones.
Which set of criteria provides the strongest evaluation frame?
A) Readability, narrative flow, and whether the report tells a coherent story about the project's progress.
B) Accuracy of facts against the charter, completeness against required reporting fields, and relevance to the audience receiving the report.
C) Speed of generation, visual presentation quality, and consistency with the formatting used in previous status reports.
D) Length, formatting consistency, and tone appropriateness for a steering committee audience.
3. You are a customer-success lead running an interactive workflow where each turn must respond quickly and the per-turn reasoning is light.
Which selection best aligns with the requirements?
A) Choose a model based on the alphabetical order of its name.
B) Choose Haiku to keep latency low and to handle a light reasoning load efficiently at scale.
C) Choose Opus to maximize reasoning depth despite higher latency.
D) Choose any model because latency does not vary by model.
4. Preparing an AI-assisted work product for external delivery, a senior manager is applying the AI Fluency Framework Diligence competency.
Which step best reflects Diligence principles?
A) Identify the elements of the work product that must be independently verified or corrected before delivery, and take ownership of those verifications as a professional accountability obligation.
B) Skip verification of any element on the assumption that fluent output implies accuracy, even though Diligence requires the human to verify and correct AI-assisted outputs before they are acted upon.
C) Deliver the work product without independent verification on the basis that AI assistance shifts accountability away from the human, even though Diligence holds the human fully accountable for the output.
D) Delegate accountability for the AI-assisted work product to Claude itself rather than retaining it as a human obligation, contrary to the Diligence principle that humans remain accountable for AI-assisted outputs.
5. 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.
A) the summary format and the audience expectations the summaries must meet
B) active client case files maintained by a separate legal team for a different workstream
C) employee onboarding records used in a separate HR workflow managed by the same team
D) the current policy library that the summaries are drawn from
E) presentation slides from a recent team training session on internal communication standards
Solutions:
| Question # 1 Answer: A,E | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: A,D |
