Old tool made one wavelength of light for lithography using a specific laser you are an expert in.

New tool makes a different wavelength of light by shooting high energy beams at molten tin and all your PhD research isn't relevant to that.

It's not like moving from Adobe to Figma, it's like moving from physics to chemistry.