The first dubious statement in the post seems to be this:
Because the experience of consciousness is subjective, we can never “know for sure” that an entity is actually experiencing consciousness.
How can you make such a statement about the entire future of science? A couple quotes:
"We may determine their forms, their distances, their bulk and their motions, but we can never know anything about their chemical and mineralogical structure" - Auguste Comte talking about stars in 1835
"Heavier than air flying machines are impossible" - Lord Kelvin, 1895
The second dubious statement comes right after the first:
However there must be certain computational functions that must be accomplished for consciousness to be experienced.
The same question applies: how on Earth do you know that? Where's your evidence? Sharing opinions only gets us so far!
And it just goes downhill from there.
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If there is a (physical) cause for qualia, such that qualia occur if and only if that cause is present, and we work out what that cause is, then we have an empirical test for subjective conciousness.
I wouldn't call that, "extremely unlikely".
Yet qualia cannot be measured empirically (atleast that's the consensus), which makes such tests extremely unlikely. And this discussion seems to turn into a regular qualia debate. I'm not sure if that's desirable.