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 |
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Align questions with learning outcomes and connect to course materials |
| Oral exam or presentation |
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Use follow-up questions to probe depth of understanding |
| Practical or skills test |
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Assess execution of tasks in real time |
| In-class activities |
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Use short exercises or quizzes completed during class sessions |
| Validated assignments |
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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.
Key differences between oral presentations, interactive oral assessments and viva voces:
| Aspect | Oral presentation | Interactive oral assessment (IOA) | Viva voce |
| Role of the assessor | Listener and evaluator; may ask clarifying or evaluative questions at the end. | Active participant in conversation who probes reasoning, asks follow-ups, and explores application. | Examiner testing depth, rigour, and defensibility of knowledge claims. |
| Level of interaction | Low to moderate; interaction is secondary and time-limited. | High and continuous; interaction is central to the assessment. | High, but examiner-controlled rather than dialogic. |
| Preparation style for students | Rehearsal of a polished, structured talk. | Preparation for conceptual understanding, reasoning, and explanation, not a script. | Deep preparation of subject matter and one’s own work, anticipating critical questioning. |
| Primary skills assessed | Oral communication, structure, clarity, synthesis of content. | Application, reasoning, adaptability, professional communication, metacognition. | Depth of understanding, academic rigour, argumentation, and justification. |
| Authenticity / real-world alignment | Variable; often academic or simulated audience contexts. | High; tasks often mirror professional conversations or disciplinary practice. | Moderate to high; aligned to academic research cultures rather than professional practice. |
| Handling of uncertainty or errors | Errors may undermine perceived quality of performance. | Errors become productive moments for probing understanding and reasoning. | Errors may be challenged directly; emphasis on academic defensibility. |
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.

