The vast majority of AI products being built right now are just wrappers over other models, such as those that essentially involve calling ChatGPT over an API. While that’s incredibly easy - you send natural language in and get natural language out - and it can do some really cool things, there are some major problems with this approach that people are running into. Products like Google’s Vertex AI has a range of common types of models that you can efficiently train yourself - one of which is object detection. Using these techniques where we fill in the unknowns with specialized AI models and combine them is how we’re able to produce end results like this: I can just select my design, click Generate code, wait only about one second, and launch into

Source: Don’t Build AI Products The Way Everyone Else Is Doing It