I do think it's important for anyone who has a partner with a disability to educate him/herself about the disability. My thought is that in the absence of knowledge and/or the correct information, it's far too easy to attribute symptoms to character flaws. For example, a partner who is not adept at reading facial expressions may not realize when he/she has offended someone. Without knowing that the person has an inability to accurately read/interpret facial expressions, it would be so easy to assume the person is mean, rude, uncaring, selfish, etc. - which would only compound the problem.
By the same token, it's also important to understand that mixed Aspie/NT relationships require a commitment to education by both partners. It really doesn't matter if the relationship is Aspie/Aspie, Aspie/NT, or NT/NT - each partner has to grow, stretch, step out of his/her comfort zone in order for the relationship to thrive. When both partners are committed to accommodating each other's needs, it's much more likely the relationship will be happy and healthy.
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What you feel is what you are and what you are is beautiful...