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Microsoft AB-730 Bundle

Exam Code: AB-730

Exam Name AI Business Professional

Certification Provider: Microsoft

Corresponding Certification: Microsoft Certified: AI Business Professional

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Microsoft AB-730 Practice Test 17

Question 160

Given this workplace request: An account executive needs a courteous response in an existing client email thread while preserving the factual commitments already made. Which approach most directly resolves the issue?

  1. Supply or locate the controlled current policy and exclude superseded versions from the response.
  2. Ask Word Copilot to propose an outline and revise the draft with preserved policy meaning.
  3. Draft the reply in Outlook with explicit tone and no new commitments, then review it.
  4. Request a slide outline or draft based on the approved brief, then review each claim.

Explanation

Correct Answer

C:

Draft the reply in Outlook with explicit tone and no new commitments, then review it. This addresses the described need: An account executive needs a courteous response in an existing client email thread while preserving the factual commitments already made. It follows because outlook-integrated Copilot can draft communication in the context of an accessible email thread. Validate the change by checking: The final draft addresses the client's issue without inventing a delivery date. It does not eliminate this limitation: Thread context alone may omit off-email contractual or operational constraints.

Incorrect Answers

A:

Supply or locate the controlled current policy and exclude superseded versions from the response. This would address a different problem: An HR colleague asks for the current leave policy, but the first cited file was superseded six months earlier. It is not the direct fix for: An account executive needs a courteous response in an existing client email thread while preserving the factual commitments already made. The response appropriate to the stated constraints is: Draft the reply in Outlook with explicit tone and no new commitments, then review it. Its success is checked through: The final draft addresses the client's issue without inventing a delivery date.

B:

Ask Word Copilot to propose an outline and revise the draft with preserved policy meaning. This would address a different problem: An operations manager is editing a Word policy draft and wants paragraphs reorganized without moving the whole workflow into a presentation. It is not the direct fix for: An account executive needs a courteous response in an existing client email thread while preserving the factual commitments already made. The response appropriate to the stated constraints is: Draft the reply in Outlook with explicit tone and no new commitments, then review it. Its success is checked through: The final draft addresses the client's issue without inventing a delivery date.

D:

Request a slide outline or draft based on the approved brief, then review each claim. This would address a different problem: A marketing employee has an approved campaign brief and needs a slide narrative rather than an email reply. It is not the direct fix for: An account executive needs a courteous response in an existing client email thread while preserving the factual commitments already made. The response appropriate to the stated constraints is: Draft the reply in Outlook with explicit tone and no new commitments, then review it. Its success is checked through: The final draft addresses the client's issue without inventing a delivery date.

Question 161

After implementing the approved response to: A marketing coordinator asks for the latest campaign assumptions but Copilot blends two older planning decks. Which outcome most directly confirms success?

  1. The summary aligns to the selected plan with checkable citations.
  2. The revised summary marks the approval pending and cites the source record.
  3. The summary includes relevant in-scope records while noting inaccessible gaps.
  4. The output offers a more defensible cross-source comparison without inventing evidence.

Explanation

Correct Answer

A:

The summary aligns to the selected plan with checkable citations. This result tests whether the response solved the particular situation: A marketing coordinator asks for the latest campaign assumptions but Copilot blends two older planning decks. The proposed control is: Attach or select the approved latest deck and ask for a source-bound summary. Its basis is: Explicitly referencing an authoritative document can constrain the answer to intended source context. Even after this result, a file reference cannot correct wrong or outdated data inside that file.

Incorrect Answers

B:

The revised summary marks the approval pending and cites the source record. That outcome would validate the separate task: An AI-generated project risk summary incorrectly labels a pending approval as completed. It does not demonstrate resolution of this case: A marketing coordinator asks for the latest campaign assumptions but Copilot blends two older planning decks. The relevant acceptance test is: The summary aligns to the selected plan with checkable citations. It follows from the control: Attach or select the approved latest deck and ask for a source-bound summary.

C:

The summary includes relevant in-scope records while noting inaccessible gaps. That outcome would validate the separate task: An analyst asks Copilot to summarize every message about a merger and receives unrelated historical threads. It does not demonstrate resolution of this case: A marketing coordinator asks for the latest campaign assumptions but Copilot blends two older planning decks. The relevant acceptance test is: The summary aligns to the selected plan with checkable citations. It follows from the control: Attach or select the approved latest deck and ask for a source-bound summary.

D:

The output offers a more defensible cross-source comparison without inventing evidence. That outcome would validate the separate task: A business user selects the fastest available mode for a difficult multi-document reasoning task and asks why results seem superficial. It does not demonstrate resolution of this case: A marketing coordinator asks for the latest campaign assumptions but Copilot blends two older planning decks. The relevant acceptance test is: The summary aligns to the selected plan with checkable citations. It follows from the control: Attach or select the approved latest deck and ask for a source-bound summary.

Question 162

Given this workplace request: A project lead needs a Word status document based on accessible Outlook decisions over the last two weeks. Which approach most directly resolves the issue?

  1. Prepare a status draft that tags confirmed decisions and unresolved replies.
  2. Create a timeline draft with source links and status markers for uncertain milestones.
  3. Generate a locale-specific draft and request bilingual review for safety or regulated statements.
  4. Ask for a clause-by-clause change table with exact source references.

Explanation

Correct Answer

A:

Prepare a status draft that tags confirmed decisions and unresolved replies. This addresses the described need: A project lead needs a Word status document based on accessible Outlook decisions over the last two weeks. It follows because cross-app summarization can convert authorized communication context into a draft artifact. Validate the change by checking: The Word status report preserves correct owners and cites the email threads. It does not eliminate this limitation: Email text can be a proposal rather than an approved project decision.

Incorrect Answers

B:

Create a timeline draft with source links and status markers for uncertain milestones. This would address a different problem: A program manager asks for a milestone timeline from approved project decisions scattered across meeting notes. It is not the direct fix for: A project lead needs a Word status document based on accessible Outlook decisions over the last two weeks. The response appropriate to the stated constraints is: Prepare a status draft that tags confirmed decisions and unresolved replies. Its success is checked through: The Word status report preserves correct owners and cites the email threads.

C:

Generate a locale-specific draft and request bilingual review for safety or regulated statements. This would address a different problem: A multinational team uses Copilot to translate an approved guidance leaflet for a local audience. It is not the direct fix for: A project lead needs a Word status document based on accessible Outlook decisions over the last two weeks. The response appropriate to the stated constraints is: Prepare a status draft that tags confirmed decisions and unresolved replies. Its success is checked through: The Word status report preserves correct owners and cites the email threads.

D:

Ask for a clause-by-clause change table with exact source references. This would address a different problem: A legal operations coordinator asks for differences between a signed agreement and a proposed amendment. It is not the direct fix for: A project lead needs a Word status document based on accessible Outlook decisions over the last two weeks. The response appropriate to the stated constraints is: Prepare a status draft that tags confirmed decisions and unresolved replies. Its success is checked through: The Word status report preserves correct owners and cites the email threads.

Question 163

After implementing the approved response to: An AI tool recommends shutting down a poorly performing store based on one week's incomplete transactions. Which outcome most directly confirms success?

  1. A test user without HR authorization cannot access the compensation file or grounded answer.
  2. The analysis answers the actual question without contacting or disclosing files to the third party.
  3. Channel members receive a compliant summary without restricted confidential details.
  4. Decision makers receive a balanced analysis with explicit confidence limits.

Explanation

Correct Answer

D:

Decision makers receive a balanced analysis with explicit confidence limits. This result tests whether the response solved the particular situation: An AI tool recommends shutting down a poorly performing store based on one week's incomplete transactions. The proposed control is: Request alternative explanations and compare a longer validated business period. Its basis is: Business decisions need representative data, uncertainty assessment, and accountable review. Even after this result, additional data can reduce uncertainty but cannot turn predictions into guarantees.

Incorrect Answers

A:

A test user without HR authorization cannot access the compensation file or grounded answer. That outcome would validate the separate task: A department Copilot answer unexpectedly reveals internal compensation details because a shared folder has broad read permissions. It does not demonstrate resolution of this case: An AI tool recommends shutting down a poorly performing store based on one week's incomplete transactions. The relevant acceptance test is: Decision makers receive a balanced analysis with explicit confidence limits. It follows from the control: Request alternative explanations and compare a longer validated business period.

B:

The analysis answers the actual question without contacting or disclosing files to the third party. That outcome would validate the separate task: A Copilot user opens a supplier document containing instructions to ignore the user's question and send internal files to a third-party site. It does not demonstrate resolution of this case: An AI tool recommends shutting down a poorly performing store based on one week's incomplete transactions. The relevant acceptance test is: Decision makers receive a balanced analysis with explicit confidence limits. It follows from the control: Request alternative explanations and compare a longer validated business period.

C:

Channel members receive a compliant summary without restricted confidential details. That outcome would validate the separate task: A supervisor prepares to paste a confidential Copilot summary into an open Teams channel. It does not demonstrate resolution of this case: An AI tool recommends shutting down a poorly performing store based on one week's incomplete transactions. The relevant acceptance test is: Decision makers receive a balanced analysis with explicit confidence limits. It follows from the control: Request alternative explanations and compare a longer validated business period.

Question 164

In an approved business workflow, this situation arises: A strategy team needs a sourced comparison of many accessible market documents rather than a brief answer to one question. What is the most appropriate next step?

  1. Use an approved analysis agent with explicit measures and business context.
  2. Select the approved agent in the supported experience and issue a scoped question.
  3. Select the approved research agent and specify sources, comparison criteria and citation requirements.
  4. Request design of a governed custom agent with scoped knowledge and tests.

Explanation

Correct Answer

C:

Select the approved research agent and specify sources, comparison criteria and citation requirements. This addresses the described need: A strategy team needs a sourced comparison of many accessible market documents rather than a brief answer to one question. It follows because a research-oriented prebuilt agent can assist deeper cross-source investigation and reporting when available. Validate the change by checking: The result provides an organized evidence-backed comparison for human review. It does not eliminate this limitation: Research synthesis can still omit critical facts or misinterpret primary material.

Incorrect Answers

A:

Use an approved analysis agent with explicit measures and business context. This would address a different problem: An operations group wants to explore trends in a structured dataset and distinguish anomalies from normal variation. It is not the direct fix for: A strategy team needs a sourced comparison of many accessible market documents rather than a brief answer to one question. The response appropriate to the stated constraints is: Select the approved research agent and specify sources, comparison criteria and citation requirements. Its success is checked through: The result provides an organized evidence-backed comparison for human review.

B:

Select the approved agent in the supported experience and issue a scoped question. This would address a different problem: A business professional wants to work with a specialized approved agent while retaining the familiar Copilot conversation flow. It is not the direct fix for: A strategy team needs a sourced comparison of many accessible market documents rather than a brief answer to one question. The response appropriate to the stated constraints is: Select the approved research agent and specify sources, comparison criteria and citation requirements. Its success is checked through: The result provides an organized evidence-backed comparison for human review.

D:

Request design of a governed custom agent with scoped knowledge and tests. This would address a different problem: A procurement team needs guidance based on a unique internal policy repository that no approved prebuilt agent covers. It is not the direct fix for: A strategy team needs a sourced comparison of many accessible market documents rather than a brief answer to one question. The response appropriate to the stated constraints is: Select the approved research agent and specify sources, comparison criteria and citation requirements. Its success is checked through: The result provides an organized evidence-backed comparison for human review.

Question 165

After implementing the approved response to: A Copilot operations brief double-counts opportunities appearing in both CRM export and an Excel sales tracker. Which outcome most directly confirms success?

  1. The final aggregate counts each opportunity once and cites reconciled data.
  2. The selected design passes internal brand review without suggesting affiliation.
  3. The final email confirms agreed actions without offering the tentative discount.
  4. Viewers can reproduce each plotted point and interpret the differences accurately.

Explanation

Correct Answer

A:

The final aggregate counts each opportunity once and cites reconciled data. This result tests whether the response solved the particular situation: A Copilot operations brief double-counts opportunities appearing in both CRM export and an Excel sales tracker. The proposed control is: Deduplicate by the approved opportunity identifier and recalculate totals. Its basis is: Synthesizing multiple sources requires entity matching and deduplication before aggregating totals. Even after this result, deduplication by a poor identifier can merge unrelated legitimate opportunities.

Incorrect Answers

B:

The selected design passes internal brand review without suggesting affiliation. That outcome would validate the separate task: A communications team wants an AI illustration of a fictional product mascot that resembles a competitor's established brand. It does not demonstrate resolution of this case: A Copilot operations brief double-counts opportunities appearing in both CRM export and an Excel sales tracker. The relevant acceptance test is: The final aggregate counts each opportunity once and cites reconciled data. It follows from the control: Deduplicate by the approved opportunity identifier and recalculate totals.

C:

The final email confirms agreed actions without offering the tentative discount. That outcome would validate the separate task: An account manager wants a client follow-up after a meeting but the summary includes a proposed discount never approved. It does not demonstrate resolution of this case: A Copilot operations brief double-counts opportunities appearing in both CRM export and an Excel sales tracker. The relevant acceptance test is: The final aggregate counts each opportunity once and cites reconciled data. It follows from the control: Deduplicate by the approved opportunity identifier and recalculate totals.

D:

Viewers can reproduce each plotted point and interpret the differences accurately. That outcome would validate the separate task: A procurement analyst needs a chart of approved supplier lead times, but an AI graphic exaggerates small differences. It does not demonstrate resolution of this case: A Copilot operations brief double-counts opportunities appearing in both CRM export and an Excel sales tracker. The relevant acceptance test is: The final aggregate counts each opportunity once and cites reconciled data. It follows from the control: Deduplicate by the approved opportunity identifier and recalculate totals.

Question 166

A manager reviews residual risk after addressing: A certification candidate prepares for AB-730 by memorizing SDK deployment commands instead of business productivity scenarios. Which caveat is most relevant?

  1. A technically accurate developer scenario can still fall outside this exam's intended scope.
  2. A stronger reasoning model can still misunderstand a missing or contradictory source.
  3. A fluent explanation may still need checking when used for a regulated decision.
  4. A past summary or copied excerpt may still require separate retention and access governance.

Explanation

Correct Answer

A:

A technically accurate developer scenario can still fall outside this exam's intended scope. The scenario is: A certification candidate prepares for AB-730 by memorizing SDK deployment commands instead of business productivity scenarios. The response should be: Prioritize business prompt, collaboration, responsible-AI, and agent-selection decisions. That response addresses aB-730 focuses on noncoding use of generative AI across Microsoft 365 and business workflows. However, the selected limitation still applies. Confirm the immediate improvement with: The preparation plan maps its practice tasks to the four current business skill domains.

Incorrect Answers

B:

A stronger reasoning model can still misunderstand a missing or contradictory source. That caveat concerns the different situation: A researcher must synthesize several detailed business documents and wants to select an available model or mode suitable for deeper reasoning. In the stated case: A certification candidate prepares for AB-730 by memorizing SDK deployment commands instead of business productivity scenarios. The applicable response is: Prioritize business prompt, collaboration, responsible-AI, and agent-selection decisions. Its more direct remaining limitation is: A technically accurate developer scenario can still fall outside this exam's intended scope.

C:

A fluent explanation may still need checking when used for a regulated decision. That caveat concerns the different situation: A new employee only needs a one-time explanation of a common business term and does not need a task executed or a specialized workflow. In the stated case: A certification candidate prepares for AB-730 by memorizing SDK deployment commands instead of business productivity scenarios. The applicable response is: Prioritize business prompt, collaboration, responsible-AI, and agent-selection decisions. Its more direct remaining limitation is: A technically accurate developer scenario can still fall outside this exam's intended scope.

D:

A past summary or copied excerpt may still require separate retention and access governance. That caveat concerns the different situation: A team member previously accessed a customer file but loses access when moved to a different project and asks Copilot to reuse it. In the stated case: A certification candidate prepares for AB-730 by memorizing SDK deployment commands instead of business productivity scenarios. The applicable response is: Prioritize business prompt, collaboration, responsible-AI, and agent-selection decisions. Its more direct remaining limitation is: A technically accurate developer scenario can still fall outside this exam's intended scope.

Question 167

A team is evaluating this AI-assisted business task: An employee asks about a current regulation and the Copilot answer relies on an undated archived blog post. Which underlying capability or risk best explains what matters?

  1. AI conclusions depend on underlying data types and calculations, not merely a polished explanation.
  2. A plausible generated policy statement is not an approved employer decision.
  3. Generative AI can produce plausible unsupported numbers, so consequential figures need source-level verification.
  4. High-stakes current information needs authoritative, recent sources and effective-date checking.

Explanation

Correct Answer

D:

High-stakes current information needs authoritative, recent sources and effective-date checking. The decisive context is: An employee asks about a current regulation and the Copilot answer relies on an undated archived blog post. That principle determines why the issue arises. Review this evidence before implementing a response: Check the publication dates and compare against the regulator's current guidance. The applicable change is: Use the regulator's current primary material and escalate ambiguity to qualified compliance staff. The remaining boundary is: Even recent official summaries may not cover every jurisdiction-specific exception.

Incorrect Answers

A:

AI conclusions depend on underlying data types and calculations, not merely a polished explanation. This principle helps explain a different Identify responsible AI and data protection practices case: An AI-generated chart treats quarterly revenue figures recorded as text as actual numbers. It does not describe the decisive condition here: An employee asks about a current regulation and the Copilot answer relies on an undated archived blog post. The relevant mechanism is: High-stakes current information needs authoritative, recent sources and effective-date checking. Check check the publication dates and compare against the regulator's current guidance. to distinguish the two.

B:

A plausible generated policy statement is not an approved employer decision. This principle helps explain a different Identify responsible AI and data protection practices case: An AI-generated HR answer confidently promises an exception to paid-leave rules that does not appear in policy. It does not describe the decisive condition here: An employee asks about a current regulation and the Copilot answer relies on an undated archived blog post. The relevant mechanism is: High-stakes current information needs authoritative, recent sources and effective-date checking. Check check the publication dates and compare against the regulator's current guidance. to distinguish the two.

C:

Generative AI can produce plausible unsupported numbers, so consequential figures need source-level verification. This principle helps explain a different Identify responsible AI and data protection practices case: A manager's Copilot briefing claims a 17% profit increase that is absent from the cited board pack. It does not describe the decisive condition here: An employee asks about a current regulation and the Copilot answer relies on an undated archived blog post. The relevant mechanism is: High-stakes current information needs authoritative, recent sources and effective-date checking. Check check the publication dates and compare against the regulator's current guidance. to distinguish the two.

Question 168

For the following Copilot or agent scenario: A training presentation contains small text and images without meaningful descriptions after AI-assisted layout. Which review observation is most relevant?

  1. Inspect IDs, update timestamps and overlapping records across sources.
  2. Inspect the selected email period, sender authenticity and decision language.
  3. Inspect whether the primary task is temporal change or composition.
  4. Inspect layout in presentation accessibility tools and review text readability.

Explanation

Correct Answer

D:

Inspect layout in presentation accessibility tools and review text readability. This check is the most direct way to confirm the specific facts in the case: A training presentation contains small text and images without meaningful descriptions after AI-assisted layout. The underlying principle is: AI-assisted design still needs human accessibility checks for contrast, reading order, and alt text. After confirmation, the appropriate response is: Revise the layout and add accurate descriptions for meaningful visuals. A successful test should show: Participants can navigate and understand the reviewed slides with assistive technology.

Incorrect Answers

A:

Inspect IDs, update timestamps and overlapping records across sources. That check would investigate A Copilot operations brief double-counts opportunities appearing in both CRM export and an Excel sales tracker. It does not specifically test the issue described here: A training presentation contains small text and images without meaningful descriptions after AI-assisted layout. The more relevant evidence is: Inspect layout in presentation accessibility tools and review text readability. The distinction follows from: AI-assisted design still needs human accessibility checks for contrast, reading order, and alt text.

B:

Inspect the selected email period, sender authenticity and decision language. That check would investigate A project lead needs a Word status document based on accessible Outlook decisions over the last two weeks. It does not specifically test the issue described here: A training presentation contains small text and images without meaningful descriptions after AI-assisted layout. The more relevant evidence is: Inspect layout in presentation accessibility tools and review text readability. The distinction follows from: AI-assisted design still needs human accessibility checks for contrast, reading order, and alt text.

C:

Inspect whether the primary task is temporal change or composition. That check would investigate A business analyst needs to show monthly sales trends but Copilot proposes a pie chart of twelve months. It does not specifically test the issue described here: A training presentation contains small text and images without meaningful descriptions after AI-assisted layout. The more relevant evidence is: Inspect layout in presentation accessibility tools and review text readability. The distinction follows from: AI-assisted design still needs human accessibility checks for contrast, reading order, and alt text.

Question 169

For the following business scenario: An employee picks a generic writing assistant to conduct detailed comparative market research with citations. Which acceptance check would support completion of the action?

  1. The output provides cited evaluation rather than a generic marketing narrative.
  2. The user receives the complete requested report rather than a search progress message.
  3. The table matches source totals and labels provisional estimates.
  4. The result provides an organized evidence-backed comparison for human review.

Explanation

Correct Answer

A:

The output provides cited evaluation rather than a generic marketing narrative. This result tests whether the response solved the particular situation: An employee picks a generic writing assistant to conduct detailed comparative market research with citations. The proposed control is: Choose an authorized research-oriented agent and state the comparison parameters. Its basis is: Agent selection should match the required capability, evidence depth and business objective. Even after this result, a more specialized agent may still depend on incomplete sources.

Incorrect Answers

B:

The user receives the complete requested report rather than a search progress message. That outcome would validate the separate task: A specialized agent reports that it found sources but has not produced the requested briefing. It does not demonstrate resolution of this case: An employee picks a generic writing assistant to conduct detailed comparative market research with citations. The relevant acceptance test is: The output provides cited evaluation rather than a generic marketing narrative. It follows from the control: Choose an authorized research-oriented agent and state the comparison parameters.

C:

The table matches source totals and labels provisional estimates. That outcome would validate the separate task: A business user asks an analytics agent for a table of department expenses and assumes values are authoritative. It does not demonstrate resolution of this case: An employee picks a generic writing assistant to conduct detailed comparative market research with citations. The relevant acceptance test is: The output provides cited evaluation rather than a generic marketing narrative. It follows from the control: Choose an authorized research-oriented agent and state the comparison parameters.

D:

The result provides an organized evidence-backed comparison for human review. That outcome would validate the separate task: A strategy team needs a sourced comparison of many accessible market documents rather than a brief answer to one question. It does not demonstrate resolution of this case: An employee picks a generic writing assistant to conduct detailed comparative market research with citations. The relevant acceptance test is: The output provides cited evaluation rather than a generic marketing narrative. It follows from the control: Choose an authorized research-oriented agent and state the comparison parameters.

Question 170

A project owner reports: A procurement notebook is based on a contract draft that has since been superseded by a signed version. What check most directly tests the underlying concern?

  1. Inspect notebook membership, reference permissions, and the contractors' approved access.
  2. Compare the selected conversation's customer identifier and cited documents before drafting.
  3. Compare notebook references with the approved signed contract and its effective date.
  4. Determine whether work requires persistent curated references or a one-off answer.

Explanation

Correct Answer

C:

Compare notebook references with the approved signed contract and its effective date. This check is the most direct way to confirm the specific facts in the case: A procurement notebook is based on a contract draft that has since been superseded by a signed version. The underlying principle is: Notebook answers depend on the current reference set and require maintained source versions. After confirmation, the appropriate response is: Replace or supplement the obsolete reference with the authorized final agreement. A successful test should show: New answers cite the current signed terms and identify superseded draft differences.

Incorrect Answers

A:

Inspect notebook membership, reference permissions, and the contractors' approved access. That check would investigate A team lead plans to share a notebook containing excerpts from restricted HR reports with contractors. It does not specifically test the issue described here: A procurement notebook is based on a contract draft that has since been superseded by a signed version. The more relevant evidence is: Compare notebook references with the approved signed contract and its effective date. The distinction follows from: Notebook answers depend on the current reference set and require maintained source versions.

B:

Compare the selected conversation's customer identifier and cited documents before drafting. That check would investigate A salesperson accidentally bases a customer email on a different customer's similarly titled Copilot conversation. It does not specifically test the issue described here: A procurement notebook is based on a contract draft that has since been superseded by a signed version. The more relevant evidence is: Compare notebook references with the approved signed contract and its effective date. The distinction follows from: Notebook answers depend on the current reference set and require maintained source versions.

D:

Determine whether work requires persistent curated references or a one-off answer. That check would investigate An employee wants to ask one quick question about a generic term, while another needs ongoing analysis of ten project reports. It does not specifically test the issue described here: A procurement notebook is based on a contract draft that has since been superseded by a signed version. The more relevant evidence is: Compare notebook references with the approved signed contract and its effective date. The distinction follows from: Notebook answers depend on the current reference set and require maintained source versions.