[Oct-2026 Newly Released] Pass CAIC Exam – Real Questions & Answers [Q24-Q45]

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[Oct-2026 Newly Released] Pass CAIC Exam – Real Questions and Answers

Pass CAIC Review Guide, Reliable CAIC Test Engine

Q24. Which of the following is an example of AGI?

Google’s search engine

Amazon’s recommendation engine

ChatGPT

All of the above

None of the above

Q25. Select the BEST choice for ML solutions architecture coverage.

Business understanding

Identification and verification of ML techniques

System architecture of the ML technology platform

a and b only

a, b and c only

Q26. Select the most CORRECT risk-scoring methodology function statement for prospective risk.

Prospective risk methods predict model risk after analyzing historical model performance.

Prospective risk methods predict model risk after analyzing upcoming model performance.

Prospective risk leverages the most current risk of the model to predict the overall model risk for future cycles.

a and b only

a, b and c only

Q27. Which of the following models is called a black box as the outcomes cannot be directly linked to the model architecture and explained?

Neural network

Computer vision

Support vector

Unsupervised learning

Semi unsupervised learning

Q28. Which one of the following should NOT be used while designing the prompt?

Information overload

Open-ended questions

Lack of constraints

a and b only

All of the above

Q29. Artificial general intelligence (AGI) is also commonly expressed as ____.

Weak AI

Strong AI

General AI

SuperAI

ExpertAI

Q30. Supervised learning is a type of machine learning where the algorithm learns from a ______.

labeled dataset

unlabeled dataset

explained dataset

a and b only

a and c only

Q31. Choose the CORRECT statement for ChatGPT.

ChatGPT can maintain the memory of the previous context.

ChatGPT can maintain the memory of the previous context depending upon the algorithm.

ChatGPT can maintain the memory of the previous context as per the TPU used.

All of the above

None of the above

Q32. Which of the following is a CORRECT statement for the Data and AI Analytics Business Model Maturity Index?

It provides a roadmap for organizations to become more effective at leveraging data and analytics to power their business and operational models.

It provides a benchmark against which organizations can measure their data and analytics progress and effectiveness.

It helps organization to focus on ROI and team.

a and b only

a, b and c only

Q33. If humans are unlabeling the data and the machine is correctly labeling current or future data points, it’s
______.

supervised learning

unsupervised learning

reinforcement learning

semi-reinforcement learning

semi-supervised learning

Q34. Which of the following is NOT a pillar of the GenAI Well-Architected Framework?

Operational Excellence

Security & Privacy

Reliability

System Architecture Excellence

None of the above

Q35. What is the main advantage of using deep learning over traditional machine learning?

Reduced need for data

Better performance with large datasets

Requires less computational power

Works only with structured data

None of the above

Q36. Which of the following statement is CORRECT for RNN?

One prominent drawback of RNNs is that they cannot remember more than a few time steps.

RNN lacks long-term memory.

Long Short-Term Memory LSTM networks are an extension of RNNs that encapsulate long-term memory.

a and b only

a, b and c only

Q37. Choose the BEST key components of workflow automation.

Pipeline design and management

Pipeline execution and monitoring

Model monitoring configuration

a and b only

a, b, and c only

Q38. Choose the CORRECT reasons. We want to study AI to automate things, because

It deals with huge and insurmountable amounts of data. The human brain can’t keep track of so much data.

We live in a world where data originates from multiple sources simultaneously. The data is unorganized and chaotic.

We live in a world where knowledge derived from this data must be updated constantly because the data itself keeps changing.

The sensing and actuation must happen in real time with high precision.

All of the above

Q39. Which of the following is not a CORRECT common unsupervised learning model/algorithm?

K-means clustering

Principal component analysis PCA

K-nearest neighbors KNNs

a and b only

a and c only

Q40. Which of the following is a step for the Value Engineering Framework?

Define value creation

Realize value creation

Scale value creation

None of the above

All of the above

Q41. Choose the CORRECT example of a business goal?

Cost reduction for operational processes.

Mitigation of business or operational risks.

Product or service revenue improvements.

a and b only

All of the above

Q42. Which of the CORRECT cognitive modeling is used in AI applications?

Deep learning

Expert systems

Natural language processing

Robotics

All of the above

Q43. Which of the following is NOT CORRECT for the Elbow method?

The Elbow method is used to determine the number of clusters to be formed.

In K-means clustering, the ideal number of clusters is established using the elbow method.

The elbow method is a heuristic used in cluster analysis to estimate the number of clusters present in a dataset.

All of the above

None of the above

Q44. Which of the following is a CORRECT statement for DevOps architect?

DevOps is a collaborative approach that bridges the gap between development and operations teams, enabling them to work together seamlessly.

The key responsibilities of a DevOps architect are to establish and optimize continuous integration and continuous deployment CI/CD pipelines.

DevOps focuses on creating intelligent systems that possess human-like cognitive abilities and can perform a wide range of tasks across multiple domains.

a and b only

a, b and c only

Q45. Choose the CORRECT option for conjoint analysis.

Conjoint analysis is an approach to product and pricing research.

Conjoint analysis identifies customer preferences and makes use of that knowledge to choose product features.

Conjoint analysis evaluates price sensitivity and anticipates market shares.

Conjoint analysis is used in product management, marketing, and advertising.

All of the above

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[Oct-2026 Newly Released] Pass CAIC Exam – Real Questions & Answers [Q24-Q45]

Pass Your USAII Exam with CAIC Exam Dumps (Updated 73 Questions) [Q41-Q56]

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