I guess I'm a computer scientist although this is beyond computational theory.
You "guess" you are a computer scientist?
You have this backwards. Using conscious reason, you can duplicate the steps used in Turing computation. This means that the brain can simulate a Turing machine. That does not imply that the brain is based on a Turing architecture or that a Turing machine can think.
Well, actually, yes. This does imply - in fact, it confirms - that the brain is at least partially based on computation which could be carried out by a Turing machine. It does, in fact, mean that the brain is a computer. That is what being Turing-equivalent means.
If you claim that this goes "beyond computational theory", then your claim - if it is to have any possibility of being true at all - must not be that the brain is not a computer, because that is demonstrably untrue, but that the brain is not
just a computer, or at least not a computer that can be modeled in its entirety via Turing machine.
Which is itself a problem, because then you run up against either the Church-Turing thesis (that anything computable can be computed via Turing machine) and/or a complete lack of evidence. If you say that the brain is a new kind of computer that has computational abilities beyond that of a Turing machine, well, the Church-Turing thesis has borne up under a lot of scrutiny over the years, and you need a hell of a lot to overturn it. If you say that the brain is flat-out not functioning through computation, well, there's just no evidence in support of that.
The brain does seem to depend on neurons with logic functions. This is somewhat like a computer but not like any Turing architecture.
Any logic function or series thereof can be modeled via Turing machine, period. The lack of complete neural replication is due to the fact that there are a hell of a lot of connections between a hell of a lot of neurons that are hard to map accurately on account of them being inside our heads, not because Turing machines have some arbitrary number of logic operations at which they stop working.
Well, the fact that all AI projects to date have failed is a pretty good clue.
No, they haven't. What are you talking about? The field of artificial intelligence makes incredible leaps on a regular basis - and even if it didn't, that wouldn't necessarily indicate what you say it does.
I'm saying that no current computational theory will ever succeed in producing robust AI.
And given the aforementioned issues regarding lack of evidence supporting this, no one is particularly inclined to believe you.
Zero. I haven't published anything yet. There are only two possibilities: I'm an overconfident crackpot with no understanding of computational theory and nothing but delusional speculation to fix non-existent problems or...
I refrain from comment.