CKO-048Evidence Quality & the FutureStrong evidence
What is open science in the context of AI?
Open science involves making methods, evaluations, datasets and findings as transparent and reusable as possible.
In more detail
Open science supports accountability, reproducibility and cumulative learning. In AI-assisted evidence synthesis, open science may include sharing protocols, datasets, prompts, benchmarks and evaluation results where appropriate.
Why it matters
Transparency strengthens trust.
Decision rule
Share methods and evidence whenever legal and ethical considerations allow.
Common misconception
“Open science means sharing everything without restrictions.”
At a glance
- Evidence strength
- Strong
Related concepts
TransparencyReproducibilityData Sharing
Key takeaway
Open science is a foundation for trustworthy AI.