Calling All Stack Developers: No one needs AI engineers / Data Scientists no more ! 💻🤖

One of the questions that I really struggle with here is how to to build a defensible product when anyone can replicate the same functionality with just a few API calls. Seems to me like the cutting edge of this field continues to require some expertise in AI/ML/DS.

Absolutely, democratization of AI through AI APIs is a game-changer! At ProApp, we've been quite excited about this trend and have been actively exploring ways to leverage AI functionalities to enhance our edtech platform. It's amazing how any stack developer can now easily tap into the power of AI without the need for an AI engineer or data scientist. Integrating AI into our projects has been a rewarding experience, as it has allowed us to offer personalized learning paths, smart content recommendations, and even real-time feedback to our users. The possibilities are truly exciting, and we can't wait to see how this advancement in AI continues to shape the tech industry positively. By the way, speaking of exciting possibilities, we recently launched our edtech application, ProApp, on Product Hunt! It's a platform that empowers designers to learn and grow. Feel free to check it out here: (https://www.producthunt.com/prod...) We'd love to hear your thoughts and feedback on our latest venture!

Yes you can add pre-existing AI tools but there are many more AI tools that don't already exist that should be brought to light... For example I was working on a ML model that can look at pictures of teeth and recognize the diagnosis code from orthodotics. There's nothing "off the shelf" that can do this. Someone competent (Data sciencist/AI Engineer) needs to create this model and there's many many others that have yet to see the light of day.

Engineers and AI experts will always be in demand to improve the various tools that enable various AIs to evolve.

AI engineers and data scientists are instrumental in shaping our technological future, full stack developers remain essential due to their versatile ability to handle all aspects of development, from databases to user interfaces, offering comprehensive solutions to varied business needs.