Refactored.Pro

New blog post is up! We break down the Responsible AI section of the AWS AI Practitioner exam. It is 14% of your score and way more technical than expected. If you're studying for the AIF-C01, this one covers the tools, metrics, and patterns you'll actually see on test day.

Responsible AI on AWS: What to Know for the AIF-C01 Exam Master Domain 4 of the AWS AI Practitioner exam. Learn SageMaker Clarify, Model Monitor, A2I, and the responsible AI dimensions that make up 14% of your score.

Who else is chasing the new AWS AI Practitioner certification this month?

We know the Generative AI concepts can get confusing, especially when trying to distinguish between all the different services. That's why we wrote this Amazon Bedrock Deep Dive to act as your simplified study partner.

In this next blog post, we focus on what you actually need to know to pass the exam:
✅ Difference between On-Demand vs. Provisioned Throughput.
✅ How "Agents" actually work in a test scenario.
✅ Which model to pick for which task (crucial for scenario-based questions!).

Check it out and let us know which topic you want me to cover next! https://www.refactored.pro/blog/2026/1/15/amazon-bedrock-aws-ai-practitioner-guide

Amazon Bedrock Deepdive Amazon Bedrock is the star of AWS AI Practitioner Domain 3—worth 28% of your exam. This deep dive covers foundation models, RAG, fine-tuning, Agents, and Guardrails, with practical exam tips from a Microsoft professional learning AWS.