Training transferability: Which prior assumption requires | AIGP
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Training transferability: Which prior assumption requires reconsideration?

AIGP Understanding the Foundations of AI Governance Easy

A changed document population challenges training transferability; attendance alone cannot demonstrate effective performance in the new task.

The question

A bank trained reviewers on invoices and measured strong attendance and completion. It now applies the training to complex loan agreements. Which prior assumption requires reconsideration?

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  1. Management reporting frequency
    Reporting cadence can support oversight, but it does not test whether training transfers to loan-agreement processing.
  2. Training attendance
    Attendance remains relevant evidence, but it does not address whether the changed document population requires new competence.
  3. Reviewer job titles
    Titles may support role documentation, but they do not establish competence for unfamiliar financial documents.
  4. Training transferability ✓
    Attendance shows participation, not that reviewers can perform effectively on materially different documents or tasks.
The trap
When context changes, test whether the original competence assumption still holds; completion records are not performance evidence.

How to remember it

A changed document population challenges training transferability; attendance alone cannot demonstrate effective performance in the new task.

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