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AB-730 · Responsible AI evaluation
…rs. What should be evaluated? Performance and harms across relevant subgroups Aggregate metrics can conceal uneven impacts. Subgroup analysis reveals disparities needing investigation.
AB-731 · AI security boundaries
…eration. Removing citations afterward cannot undo disclosure through the answer. Model output is not inherently trusted code. Execution isolation, explicit capabilities and action validation…
AB-731 · Generative AI systems
A generative model produces output based on its learned patterns and the context it receives. Retrieval can supply relevant documents, but the model may still misunderstand or invent details…
AB-731 · Technology governance
Technology governance determines priorities, decision rights and oversight so technology supports organizational objectives. Management then plans and performs the work within that direction…
AB-731 · Responsible AI evaluation
…rs. What should be evaluated? Performance and harms across relevant subgroups Aggregate metrics can conceal uneven impacts. Subgroup analysis reveals disparities needing investigation.
AB-900 · AI security boundaries
…eration. Removing citations afterward cannot undo disclosure through the answer. Model output is not inherently trusted code. Execution isolation, explicit capabilities and action validation…
AB-900 · Microsoft Entra identity
Microsoft Entra connects identity verification with access decisions. Conditional Access evaluates configured signals and applies requirements such as additional verification. Test policy sc…
AB-900 · Generative AI systems
A generative model produces output based on its learned patterns and the context it receives. Retrieval can supply relevant documents, but the model may still misunderstand or invent details…
AB-900 · Microsoft 365 administration
Microsoft 365 access depends on several independent conditions: the identity must be usable, appropriate services must be available to it, and permissions must allow the task. A license does…
ACAMS-AUDIT · Risk assessment and treatment
Risk combines the possibility of an unwanted event with its consequences for an objective. Identify the asset, threat and conditions before choosing a response. Controls may reduce likelihoo…
ACCA · Management accounting
…about future activity should compare the revenues and costs that differ between available options. Sunk costs have already occurred and cannot be changed by the choice. Contribution subtract…
ACLS · Resuscitation teamwork
…eeds shared understanding of who is doing each task. Closed-loop communication means directing an instruction to a person, receiving acknowledgment and confirming completion. This reduces as…
ACP-120 · Access governance
…berships and privileged accounts can outlive their purpose. Assign an accountable reviewer and record the decision. A periodic access review should verify business need, rather than simply c…
ACPT · Active Directory assessment concepts
…fferent controls. Least privilege reduces the actions possible if an account is misused or compromised. A dangerous combination depends on enrollment permissions, template settings and certi…
ACPT · Security findings and communication
…roducible evidence to verify the conclusion without exposing unnecessary sensitive information. Recommend a fix that addresses the cause, then describe how to verify it. Severity should foll…
ACPT · Web assessment reasoning
…unt or action. The server must bind a token to its purpose, recipient and expiry and consume it atomically. A permitted initial destination can redirect to a prohibited one. Each hop and act…
ACR-BDR-BASIC-COURSE · Managed backup and recovery
…gainst agreed objectives. RPO measures tolerable data loss, while RTO measures restoration time; retention is a separate policy. Separate backup administration from everyday production acces…
ACR-BDR-BASIC-COURSE · Backup and recovery
Recovery point objective describes tolerable data loss measured in time; recovery time objective describes tolerable restoration time. Backup frequency influences the first, while restore sp…
ACR-BDR-BASIC-COURSE · Storage concepts
…replace recoverable backups. Worked example A team proposes RAID as its only protection against accidental file deletion. What is missing? Independent versioned backups RAID can tolerate cer…
ACR-CS-ASSOC-ADV-AUTOMATION · Stakeholder engagement
…ected and who makes or supports each decision, then choose suitable engagement. Listen for concerns and validate shared understanding instead of assuming that sending a message establishes a…
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