In this post I describe how I create a on-premise solution to handle with videos that needs scenes segmented, faces identified, subtitles generated, thumbnails picked, metadata pulled into the catalog. This post is about how we stopped trying to win that math with people and started winning it with our own AI. TL;DR: How SOFA … Read more
You are handed a brain MRI and a deceptively simple question: how much multiple sclerosis is in here? The lesions are right there on the FLAIR scan, bright little blobs scattered through the white matter, but “right there” is not a number. Counting them by hand across 181 slices, for five patients, is how you … Read more
You hit a concept you do not understand, paste it into an AI, read the clean answer, nod, and move on. Twenty minutes later you cannot reproduce a single line of it. The explanation was right there, perfectly worded, and somehow none of it stuck. That is because you did not learn it. You rented … Read more