Wrangling GenAI: Optimising prompts for Visual Tasks

When I wrote the first version of the magic cleaning tasks generator for Hounty I wasn't particularly happy with it, but I thought that this is as good as it gets with Generative AI APIs and let it be till I have time to train my own model. Well, today I proved myself wrong and I want to show you exactly how I managed to drastically improve performance by adjusting the prompt in a few inconventional ways. I encourage you to follow along and try the prompts yourself. I used Gemini and Claude, but pretty much any chat AI app or API should work.