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I can see that display math is working with $$LaTexCode$$. But in lie math: $LaTeXCode$ doesn't.

LaTeX inline maths is done inside ;;LaTeXCode;; or ''AsciiMathsCode''

More info on MicroPad Markdown is in the formatting guide in the help notebook.