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Detailed Explanations

A detailed answer review with side-by-side rationale, distractor analysis, related questions, and weak-topic practice.

Certification
Build Quiz

Snowflake catalog review

1.0 Snowflake for Gen AI Overview

Correct: A
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Correct answer A Keep data governed
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Which statement best describes a Snowflake Gen AI design principle for enterprise data?

A Keep data governed
B Export first by default
C Avoid role design
D Trust prompt text for access
1. Answer captured 2. Key checked 3. Rationale review 4. Retry weak topic

Detailed explanation

Catalog rationale

Correct answer: A

Snowflake's Gen AI positioning emphasizes working with data inside the Snowflake security and governance perimeter. Access control, policies, and approved model access remain central.

Key concept 1.0 Snowflake for Gen AI Overview

SnowPro Specialty: Gen AI (GES-C02)

Exam tip Map the requirement to the managed Snowflake capability.

Eliminate services that solve infrastructure, data movement, or routing when the stem asks for AI model access or governance.

Snowflake service references

01 SnowPro Specialty- Gen AI (GES-C02) 01 1.0 Snowflake for Gen AI Overview SnowPro Specialty: Gen AI (GES-C02) 1.0 Snowflake for Gen AI Overview

Why the wrong answers are wrong

B

Incorrect. Exporting data first can weaken governance and is not the preferred design principle.

C

Incorrect. Role design is part of secure Snowflake architecture and should not be avoided.

D

Incorrect. Prompt text cannot enforce access control by itself.