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I’m not an AI wizard or anything, but have you considered the source for these weird tokens coming from GitHub? They look like class names, variable names, regular expressions for validation, and application state.

Perhaps it’s getting confused with context when it reads developer comments, followed by code. I’ve noticed that chatgpt really struggles to output flutter code snippets, and this research made me think this could be a possible source.

I would hazard a guess that GitHub content is weighted heavier than some other sources, and when you have comments and code that make no sense together to humans, I can only imagine what ai would think of it.

Anyways, cool research! I wish I knew how to get started with ai, seems really daunting.