What are some of the most interesting applied ml papers/blogs you read in 2024 or projects you worked on

I am looking for some interesting successful/unsuccessful real-world machine learning applications. You are also free to share experiences building applications with machine learning that have actually had some real world impact.

Something of this type:

1. LinkedIn has developed a new family of domain-adapted foundation models called Economic Opportunity Network (EON) to enhance their platform’s AI capabilities.

https://www.linkedin.com/blog/engineering/generative-ai/how-we-built-domain-adapted-foundation-genai-models-to-power-our-platform

Edit: Just to encourage this conversation here is my own personal SAAS app – this is how l have been applying machine learning in the real world as a machine learning engineer. It’s not much, but it’s something. This is a side project(built during weekends and evenings) which flopped and has no users Clipbard. I mostly keep it around to enhance my resume. My main audience were educators would like to improve engagement with the younger ‘tiktok’ generation. I assumed this would be a better way of sharing things like history in a more memorable way as opposed to a wall of text. I also targeted groups like churches (Sunday school/ Children’s church) who want to bring bible stories to life or tell stories with lessons or parents who want to bring bedtime stories to life every evening.