Devlog 11: i was right llms were gonna have an issue: tokens. but so far i;ve completely fixed Machine Learning which was always saying it was deforestation due to it being a u-net classifier. which was pretty pointless so i added before and after images and used mask to tell if deforestation occurred and accounting for if trees grew back it wouldn’t just kill system, i added cot functional, and llm was overthinking but i;ve been working on that lately. im in the home stretch for shipping all i want to do is expand where it scans, and chunking the scans so it doesn’t use too many resources, and possibly upgrading to a database instead of json? ill do that in ship #2 as it’ll add more bands and more. but im gonna widen scanning. at mini um. also just identified a bottle neck with my permit tester so ill fix that as well its messing with llm.