Non-duality essentially means that there is no subject/object, no you and other. The belief that there is a separation between me/other is what creates a lot of suffering. That’s what most of mental/emotional issues are rooted in.
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Waking up to who you are beyond concepts, essentially.
You can check out a youtube channel Simply Always Awake. Easier to understand than Jed McKenna I think.