First of all thank you for taking the time and sharing your experience. > 10,000 foot view to be summarized a lot more This is so spot on and point taken. The

First of all thank you for taking the time and sharing your experience. > 10,000 foot view to be summarized a lot more This is so spot on and point taken. The idea at the results page was to have filters to allow users reduce the amount of results shown. But, yes you are right the requirements list returns `one mighty scroll`. I will have a think of ways to tame it. > fidelity I had mixed results for company recognition from a NER perspective, and this keyword I am afraid is the product of that. I have some ways to reduce reliance on NER here, will see if that fixes it. > disability these type of words are slightly more nuanced as in some cases these will be relevant keywords... this I will have to iterate more. > sentence samples I expect the model to get better over time to weed these out. I am somewhat weirdly confident about it as I have seen 1st hand how it missed obvious things in earlier versions, but is doing much better now. all in all thank you once again for taking the time, have a great day.