"As per my understanding,
Success of the AI product/feature has to be measured in 2 aspects:
success of the problem it solves
success of the model used
Success of the problem-
start with the overall business goal of the problem(acquisition, retention etc) & the high level metric(essentially north star)
then comes the product/feature level goals & metrics(conversion, engagement, clicks etc)
Success of the model used-
general: precision, recall, latency
ethical: bias, safety
busine"
Debajyoti B. - "As per my understanding,
Success of the AI product/feature has to be measured in 2 aspects:
success of the problem it solves
success of the model used
Success of the problem-
start with the overall business goal of the problem(acquisition, retention etc) & the high level metric(essentially north star)
then comes the product/feature level goals & metrics(conversion, engagement, clicks etc)
Success of the model used-
general: precision, recall, latency
ethical: bias, safety
busine"See full answer