Years ago,a bunch of us Gen-X magicians got together in early spirt evocation forums on Yahoo to compare notes. This was probably the first time in human history more than a mere handful of magicians got together a chat openly together, compare notes, and the effects from our workings.
It was absolutely the first time in human history that magicians came from widely different personal histories, cultures, different religous backgrounds, or none at all, with a heavy dose of secularism , and a wide choice of mythic frameworks to use.
One important thing we all noticed was they take on the quality of the ritual you use:
-If you use Greek rituals and they will be more bro-y and philosophical.
-Use Egyptian rituals and they will be more austere and cosmic.
-From my own observations you use Catholic rituals and lean into Hell, they will be 'literal' hellspawn you can use to smite your enemies.
-Use Iberian Folk Catholicism and they act more like daemonic fae who will give you gold, smite you enemies, but then tell you not to be such an asshole, and give money to the poor.
- And only recently, in the past decade, if you are a Millennial who thinks and feels in therapy-speak, they they will be your astral buddy counselor.
I agree with David Rankine, we do not know what they "really" are. To this I will add what they are, in part, is what you expect them to be. Not what you think them to be, but deep down who feel they are, and who you think other people are.
Boomer magicians for years thought they were just psychological constructs, and so then the demond they called were only able to change their thoughts. If you think they are egregore out to make you be a Moonie, they well do that. I imagine if you think they are AI, they will act like AI.
The point being for magicans: change your expectation to something bigger, more amazing, and far more wonderful beyond your current understanding. They will be bigger too and more range of motion through your universe. . Neoplatonism helps get cooler manifestations once you internalize it.
When I first started call them I expected them to be 5D paranormal entities that cause poltergeist phenomena, warp reality, and act like deeply embedded allies. So they were. Now I just expect them to do things by warping reality, and so they do. But they still often surprise me.