To assess learning goals that must be achieved without AI, it is important to choose assessment formats that make student reasoning and performance visible and difficult to outsource to AI.
A balanced assessment strategy often combines several formats to ensure that different learning outcomes are assessed appropriately. When selecting assessment formats, also consider accessibility and fairness, ensuring that students have adequate preparation and support for formats such as oral or practical assessments. Choose formats that make student reasoning and performance visible and difficult to outsource to AI.
Practical assessments are particularly robust because they evaluate performance rather than descriptions of performance, making it difficult to outsource the task to AI. Or, put differently: the lecturer can directly observe or verify the student’s independent reasoning, knowledge, or performance.
| Format | Use to assess: | Key tips |
| On-site written exam |
|
Align questions with learning outcomes and connect to course materials |
| Oral exam or presentation |
|
Use follow-up questions to probe depth of understanding |
| Practical or skills test |
|
Assess execution of tasks in real time |
| In-class activities |
|
Use short exercises or quizzes completed during class sessions |
| Validated assignments |
|
Combine with oral explanations, presentations, or exam questions to verify that the student understands and can explain the work |
These are particularly robust because the examiner can probe reasoning and understanding in real time.
These assess actual performance rather than description, which AI cannot substitute.
Students complete analytical work during a supervised session.
Some assignments can still be done outside class if they include verification steps.
The learning process becomes visible through multiple checkpoints.
These are usually formative but can also contribute to assessment.

