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AWS Certified AI Practitioner · AWS
Select one answer.
Written by other learners. Comments can disagree with the marked answer — check the official documentation when in doubt.
A) Real-Time (not correct)– Immediate response & best for chatbots, fraud detection, live recommendations. B) Serverless Inference (not correct)– Real-time without managing servers & scales automatically for low/unpredictable traffic. C) Asynchronous (correct) – Queued requests & best for heavy or variable-latency workloads(almost real time). D) Batch Transform – (not correct) Processes large files & results stored for large-scale predictions. Multi-Model Endpoints – Serve multiple models via one endpoint for multi-tenant apps.
The company needs NEAR real-time, not true real-time.
Answer : C Real time inference : Doesn't support input size more than 6 MB. Async : Designed for near real-time for larger input size.