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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are selecting a model for a new production workload and must complete the upstream steps before testing candidate models empirically.
Which two steps must be completed BEFORE running a representative sample on a candidate model? (Select two.) Each correct answer presents part of the solution.

A) Select the lightest model that consistently meets the quality bar across the sample.
B) Choose a candidate model based on the requirements profile and known capabilities.
C) Sign off the production rollout plan with the platform and security teams.
D) Retest the model choice when a new model version becomes available.
E) Define the quality bar, latency tolerance, and expected volume for the workload.

2. A security audit uncovers two issues: (1) all end users share a single API key, and (2) tool calls are executed without logging the initiating user.
Which two mitigations directly address these specific findings? (Select two.)

A) Move credentials out of the prompt context and resolve them from a server-side secret store.
B) Validate structured outputs against a schema before downstream actions are executed.
C) Enforce RBAC at the retrieval layer before content enters the model context.
D) Replace the shared API key with per-user OAuth tokens carrying scope-restricted permissions.
E) Add actor attribution to tool-call logs so each call records the initiating user identity.

3. You are assessing a Claude-based system whose dominant risk is silent quality drift on safety-relevant outputs after a model-version upgrade.
Which assessment activity most directly addresses this risk?

A) Skip evaluation on each model-version upgrade and rely on user-submitted complaints to surface safety drift after the upgraded model has already served production traffic.
B) Rotate adversarial inputs randomly so no two upgrades are scored on the same set.
C) Disable adversarial evaluation entirely during model-version upgrade cycles to reduce evaluation cost, accepting that safety drift will go undetected until it appears in production.
D) Maintain an adversarial evaluation set with version-attributed scoring so each upgrade is measured against the same set before promotion.

4. A technical team is debating whether to implement a new capability for generating regulatory filings from internal data as a Claude Skill or as an MCP server. The capability requires a fixed authoring procedure with embedded examples, does not need to call live external systems, and must be portable across three Claude deployments: claude.ai, an internal API integration, and Claude Code.
Which factor most strongly favors implementing the capability as a Skill?

A) The capability requires direct authentication against the corporate identity provider.
B) The capability must also be callable from a developer's command-line interface.
C) The capability needs to query a live database for the most recent regulatory filings.
D) The capability is procedural knowledge with no live external-system calls required.

5. You are evaluating model-selection claims used by a peer team.
For each statement, select yes if the statement is generally true. Otherwise, select no.

Solutions: