In this lesson, we are going to talk about the problem of lack of reproducibility and the evaluation
of LM applications.
This is a problem that we have been talking about a in several occasions during this program.
So I am not going to spend a lot of time with it now.
So it is due to the problem of lack of reproducibility that evaluation LM applications is complicated.
What is the problem?
The problem is like is that unlike traditional applications, an LM application does not always provide
the same output for the same input, and for this reason, traditional tests are not suitable for evaluating
the quality of an LM application.
So you will see that the testing solution for LM applications are very different from the testing solutions
that you may know for conventional software applications.
We will see more about that later.
So let's talk now in the next lesson about the life cycle management, which is a terme that you probably
are going to find often when you are shopping around LM ops solutions.