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Anthropic CCAO-F Exam - Topic 3 Question 5 Discussion

Posted by Lelia on Sep 30, 2026 at 08:48 AM

You are an HR specialist reviewing model choices made by colleagues for various tasks.

Which two model choices represent appropriate matches between the model and the task? (Select two.)

Each correct answer presents a complete solution.

Suggested Answer: C, E

Under the objective Align model selection with task requirements (e.g., cost, speed, quality), deploying models effectively requires matching model cognitive capacity to task complexity and throughput requirements.

Option C correctly routes complex, multi-layered tasks---such as synthesizing intricate legal precedents, statutory compliance, or multi-step policy analysis---to high-capability models (e.g., Claude 3 Opus or Sonnet) where deep reasoning is essential. Option E correctly routes simple, high-frequency, low-complexity tasks---such as standard FAQ lookups---to light, fast models (e.g., Claude 3 Haiku) to achieve ultra-low latency and minimal cost per request. Conversely, choosing models purely based on cost (Option A) is inefficient, deploying large frontier models for simple keyword extraction (Option B) wastes financial and rate-limit budgets, and assigning complex strategic synthesis across many documents to lightweight models (Option D) leads to shallow analysis and missed nuances.


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7 comments · newest first
NG
Nguyet 2 days ago
D seems like a stretch for nuanced tasks, not sure about that one.
MA
Marylyn 7 days ago
I think A is a bad pick, just because it's pricey doesn't mean it's right.
SI
Silva 12 days ago
B and C are solid choices!
JU
Justa 17 days ago
I recall that using a higher-capability model just for its cost isn't a good strategy. I think D and E are more appropriate matches for their tasks.
DO
Dorcas 22 days ago
I practiced a question similar to this, and I think E makes sense for quick responses. But I’m torn between A and C for the other option.
JA
Jamal 28 days ago
I'm not entirely sure, but I feel like B could be a good fit for high-volume tasks. It seems like a higher-capability model would be necessary there.
LO
Loreta 1 month ago
I remember discussing how the model's capabilities should align with the complexity of the task. I think C and D might be the right choices.
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