← AI Builders
1 day ago
73
Question
What is the smallest trustworthy evaluation for an AI feature?
AK
Aisha Khan
Backend engineer · 4,820 rep2 days ago1,133
#ai
#evaluation
#product
73
A model demo can be compelling long before it is reliable enough to put into a user workflow. I am looking for practical evaluation habits that a small product team can sustain.
How do you choose representative cases, set a threshold, and make failures visible to the humans who need to trust the output?
1 thoughtful reply
41
Most helpful reply
Start with the user action that follows the output. If a mistake changes a customer's decision, collect cases around that decision and measure the real harm, not generic accuracy.
MS
Mira Sen
@mirasen