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  • Premium File: 99 Questions & Answers. Last update: Oct 27, 2026
  • Training Course: 28 Video Lectures
  • Study Guide: 407 Pages
  • Latest Questions
  • 100% Accurate Answers
  • Fast Exam Updates
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Google Generative AI Leader Practice Test 65

Question 640

A user loses permission for a file but the assistant still returns its contents. Which guardrail needs correction?

  1. Grounded generation
  2. Retrieval
  3. Ingestion and indexing
  4. Access-controlled retrieval

Explanation

Correct Answer

D:

Effective access checks must apply at retrieval time. Retrieval authorization restricts source content to information the user may read.

Incorrect Answers

A:

Grounded generation uses supplied evidence to compose a context-aware answer. This does not directly meet the case requirement to enforce current read permissions.

B:

Retrieval selects passages relevant to the user's current question. This does not directly meet the case requirement to enforce current read permissions.

C:

Ingestion and indexing prepare permitted content for retrieval. This does not directly meet the case requirement to enforce current read permissions.

Question 641

A journalist needs information about a public announcement from yesterday. Which grounding source is suitable?

  1. Human source verification
  2. Enterprise RAG grounding
  3. Third-party licensed source
  4. Google Search grounding

Explanation

Correct Answer

D:

Public web grounding can retrieve recent publicly available information. Google Search grounding can bring public web information into Gemini responses under supported terms.

Incorrect Answers

A:

Reviewers check the authenticity and relevance of cited evidence for important claims. This does not directly meet the case requirement to answer using recent public documents.

B:

Enterprise RAG uses approved private documents and organizational data for answer support. This does not directly meet the case requirement to answer using recent public documents.

C:

A licensed external data feed supplies authorized specialist information subject to its terms. This does not directly meet the case requirement to answer using recent public documents.

Question 642

An HR assistant answers about an internal employee-only handbook. Which grounding source is appropriate?

  1. Model parametric knowledge
  2. Human source verification
  3. Google Search grounding
  4. Enterprise RAG grounding

Explanation

Correct Answer

D:

Enterprise retrieval provides governed private policies. Enterprise RAG uses approved private documents and organizational data for answer support.

Incorrect Answers

A:

Parametric knowledge is information learned during training and may be stale or unsourced. This does not directly meet the case requirement to use authorized internal company documents.

B:

Reviewers check the authenticity and relevance of cited evidence for important claims. This does not directly meet the case requirement to use authorized internal company documents.

C:

Google Search grounding can bring public web information into Gemini responses under supported terms. This does not directly meet the case requirement to use authorized internal company documents.

Question 643

A shopping assistant must report current warehouse stock quantities. Which source is authoritative?

  1. Google Search grounding
  2. Model parametric knowledge
  3. Enterprise RAG grounding
  4. First-party database lookup

Explanation

Correct Answer

D:

Transactional inventory data should come from the system of record. A direct query retrieves authoritative business records such as inventory or account status.

Incorrect Answers

A:

Google Search grounding can bring public web information into Gemini responses under supported terms. This does not directly meet the case requirement to retrieve live structured inventory values.

B:

Parametric knowledge is information learned during training and may be stale or unsourced. This does not directly meet the case requirement to retrieve live structured inventory values.

C:

Enterprise RAG uses approved private documents and organizational data for answer support. This does not directly meet the case requirement to retrieve live structured inventory values.

Question 644

A financial analyst has licensed market data not openly accessible on the web. Which input source may be used under its agreement?

  1. Third-party licensed source
  2. Google Search grounding
  3. First-party database lookup
  4. Human source verification

Explanation

Correct Answer

A:

Specialist feeds are useful only under permitted licenses. A licensed external data feed supplies authorized specialist information subject to its terms.

Incorrect Answers

B:

Google Search grounding can bring public web information into Gemini responses under supported terms. This does not directly meet the case requirement to use authorized proprietary external data.

C:

A direct query retrieves authoritative business records such as inventory or account status. This does not directly meet the case requirement to use authorized proprietary external data.

D:

Reviewers check the authenticity and relevance of cited evidence for important claims. This does not directly meet the case requirement to use authorized proprietary external data.

Question 645

A model gives the current opening hours of a new store based only on its training memories. What knowledge source is risky?

  1. Model parametric knowledge
  2. Enterprise RAG grounding
  3. Human source verification
  4. Google Search grounding

Explanation

Correct Answer

A:

Stored model knowledge may not reflect recent changes. Parametric knowledge is information learned during training and may be stale or unsourced.

Incorrect Answers

B:

Enterprise RAG uses approved private documents and organizational data for answer support. This does not directly meet the case requirement to avoid unsupported stale remembered facts.

C:

Reviewers check the authenticity and relevance of cited evidence for important claims. This does not directly meet the case requirement to avoid unsupported stale remembered facts.

D:

Google Search grounding can bring public web information into Gemini responses under supported terms. This does not directly meet the case requirement to avoid unsupported stale remembered facts.

Question 646

A generated answer cites a questionable blog about a regulation. What should an analyst do?

  1. Human source verification
  2. Enterprise RAG grounding
  3. Google Search grounding
  4. Third-party licensed source

Explanation

Correct Answer

A:

Reviewers must inspect authoritative source support. Reviewers check the authenticity and relevance of cited evidence for important claims.

Incorrect Answers

B:

Enterprise RAG uses approved private documents and organizational data for answer support. This does not directly meet the case requirement to verify the cited source and claim.

C:

Google Search grounding can bring public web information into Gemini responses under supported terms. This does not directly meet the case requirement to verify the cited source and claim.

D:

A licensed external data feed supplies authorized specialist information subject to its terms. This does not directly meet the case requirement to verify the cited source and claim.

Question 647

A travel assistant must answer today's public flight advisory notices. Which source scope can help?

  1. Human source verification
  2. Third-party licensed source
  3. Google Search grounding
  4. Model parametric knowledge

Explanation

Correct Answer

C:

Current public grounding can surface newly posted notices. Google Search grounding can bring public web information into Gemini responses under supported terms.

Incorrect Answers

A:

Reviewers check the authenticity and relevance of cited evidence for important claims. This does not directly meet the case requirement to retrieve recent public information.

B:

A licensed external data feed supplies authorized specialist information subject to its terms. This does not directly meet the case requirement to retrieve recent public information.

D:

Parametric knowledge is information learned during training and may be stale or unsourced. This does not directly meet the case requirement to retrieve recent public information.

Question 648

A legal policy chatbot answers about a confidential, recently revised company contract. Which grounding pattern is appropriate?

  1. Enterprise RAG grounding
  2. Google Search grounding
  3. Human source verification
  4. First-party database lookup

Explanation

Correct Answer

A:

Permissioned enterprise retrieval accesses internal contracts. Enterprise RAG uses approved private documents and organizational data for answer support.

Incorrect Answers

B:

Google Search grounding can bring public web information into Gemini responses under supported terms. This does not directly meet the case requirement to ground answers in current private sources.

C:

Reviewers check the authenticity and relevance of cited evidence for important claims. This does not directly meet the case requirement to ground answers in current private sources.

D:

A direct query retrieves authoritative business records such as inventory or account status. This does not directly meet the case requirement to ground answers in current private sources.

Question 649

An ecommerce assistant is asked whether an order shipped an hour ago. What source should it query?

  1. Third-party licensed source
  2. First-party database lookup
  3. Enterprise RAG grounding
  4. Google Search grounding

Explanation

Correct Answer

B:

Operational state changes faster than training knowledge. A direct query retrieves authoritative business records such as inventory or account status.

Incorrect Answers

A:

A licensed external data feed supplies authorized specialist information subject to its terms. This does not directly meet the case requirement to use live order-status records.

C:

Enterprise RAG uses approved private documents and organizational data for answer support. This does not directly meet the case requirement to use live order-status records.

D:

Google Search grounding can bring public web information into Gemini responses under supported terms. This does not directly meet the case requirement to use live order-status records.

Question 650

An academic assistant relies on a paid research database and needs its current articles. What source type is relevant?

  1. Model parametric knowledge
  2. Third-party licensed source
  3. First-party database lookup
  4. Human source verification

Explanation

Correct Answer

B:

Licensed content is usable when permitted by contract. A licensed external data feed supplies authorized specialist information subject to its terms.

Incorrect Answers

A:

Parametric knowledge is information learned during training and may be stale or unsourced. This does not directly meet the case requirement to retrieve approved third-party research information.

C:

A direct query retrieves authoritative business records such as inventory or account status. This does not directly meet the case requirement to retrieve approved third-party research information.

D:

Reviewers check the authenticity and relevance of cited evidence for important claims. This does not directly meet the case requirement to retrieve approved third-party research information.

Generative AI Leader Practice Tests

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