I wrote a blog post a few years ago about possible downsides to active learning. https://www.lighttag.io/blog/active-learning-optimization-is-not-imporvement/

I wrote a blog post a few years ago about possible downsides to active learning. https://www.lighttag.io/blog/active-learning-optimization-is-not-imporvement/ https://www.lighttag.io/blog/active-learning-optimization-is... To be fair to the Humanloop folks, the criticisms probably don’t apply to the kinds of models their using (modern transformers).