CKO-047Evidence Quality & the FutureStrong evidence
Why should AI evaluations be shared?
Sharing evaluations helps build a cumulative evidence base and improves collective learning.
In more detail
When evaluation findings remain private, other organisations cannot learn from successes and failures. Sharing both positive and negative findings supports transparency and reduces duplication.
Why it matters
Open evaluation accelerates progress.
Decision rule
Publish evaluations whenever feasible.
Common misconception
“Only successful evaluations are valuable.”
At a glance
- Evidence strength
- Strong
Related concepts
Key takeaway
Negative findings are valuable scientific contributions.