Testing the Whole Iterative Process Becomes More and More

If you want high accuracy, stop with first page. If you want rest of it, you have less than 9 pages. Rest of the details likely lower probability, but are at risk per chain will be in subsequent pages. This is a design compromise. So precision or recall or compromise. That's what happens. Okay. Second and then we'll close with the last one: testing. Now we just talked about output. Output changes. How will you test? Let's see some examples. The AI flywheel effect. More data, better product,better product, more customers. Back to data. that's why the story keeps coming. Which is what means testing becomes, has to happen