The new counseling prediction purpose must be assessed | AIGP
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The new counseling prediction purpose must be assessed: Which distinction controls the reuse analysis?

AIGP Understanding How Laws, Standards and Frameworks Apply to AI Easy

The decisive question is whether counseling prediction is compatible with the original enrollment purpose and has a lawful basis.

The question

In an education administration program subject to the EU GDPR, a school collected attendance data to manage enrollment. It now proposes using the same records to train a model predicting student counseling needs. Which distinction controls the reuse analysis?

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  1. The records may be reused because the school originally collected them lawfully
    An original lawful collection does not automatically authorize a materially different subsequent purpose under GDPR purpose limitation.
  2. The school needs consent for every secondary educational use
    Consent is one possible basis, but GDPR does not make it universally necessary for every compatible secondary use.
  3. The new counseling prediction purpose must be assessed for compatibility ✓
    The proposed purpose differs from enrollment administration, so compatibility and lawful basis must be assessed before reuse.
  4. The model may use the records if attendance is not special-category data
    Avoiding special-category data does not remove general purpose limitation, lawful-basis, minimization, and transparency duties.
The trap
For reuse, compare the new purpose with the original purpose before choosing a lawful basis.

How to remember it

The decisive question is whether counseling prediction is compatible with the original enrollment purpose and has a lawful basis.

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