CKO-013AI Literacy & Tool AdoptionStrong evidence
How should I decide whether to use an AI tool?
Use AI only when there is evidence that it is suitable for the task and can be used without compromising methodological rigour.
In more detail
AI adoption should be evidence-based. Researchers should assess whether the tool has been validated, whether the validation applies to their context, whether legal and ethical requirements are met and whether human oversight can be maintained. The existence of AI alone is not sufficient justification for use.
Why it matters
Many tools are adopted because they are available rather than because they are appropriate.
Decision rule
Justify every AI use based on evidence and context.
Common misconception
“Newer AI tools are automatically better.”
At a glance
- Evidence strength
- Strong
Related concepts
Key takeaway
Adoption decisions should be evidence-driven rather than technology-driven.