Frontend developers need to make a paradigm shift about how they build applications using AI models, according to Angular consultant and full-stack developer Sonu Kapoor.
So far, AI has amounted to making API calls to a black-box model running in the cloud, Kapoor told The New Stack. But it doesn’t have to be that way, he added.
Kapoor predicted that the next evolution for AI and machine learning (ML) models will be to leverage models as a local asset in the frontend build pipeline. One way to do this is to download the models and let them…

![[CITYPNG.COM]White Google Play PlayStore Logo – 1500×1500](https://startupnews.fyi/wp-content/uploads/2025/08/CITYPNG.COMWhite-Google-Play-PlayStore-Logo-1500x1500-1-630x630.png)