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Notes -
What tests are those?
I'm not going to go into detail, but the basic gist of it is that exchange ticker symbols tend to be short strings with a lot of overlap. Despite the textual overlap, each one has a distinct identity and they are not interchangeable. While some LLMs deal with that kind of thing better than others, they all tend to have problems that get worse as the context window fills up, and compaction tends to cause problems as well.
As a toy example that isn't much of a problem anymore, BND and BNDW are not the same thing. They have different holdings, different rates of return, and different tax implications. That little W at the end means a lot, but next token prediction can have a hard time with it.
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