I made a feeble effort to define AGI-complete, the main idea being that,
for some unknown and most likely unprovable reason, a system that handles a
specific domain super-intelligently, for example visual scene analysis or
audio source separation, could also handle most/all other domains at AGI
levels. I have written elsewhere about my hunch that audio and video
domains are indeed best handled with  "hypothesis generation", you try a
few different object configurations and then  you conclude that one of them
is the most likely explanation. I think it is a pattern that works in NLP
too , for example "He entered the room"  has to fire up guesses about who
is he, what kind of room and even the different entries one can make. All
in all, I would not be shocked if a "system" proves to be AGI-complete, but
I'd probably be shocked if an equation or some other one-trick-pony is
AGI-complete. As I explained before the problem with compression/statistics
is the "entropic bias" and mean reversion, suggesting that what I will
write next is one of the 1000 things I most often wrote before. Instead,
symbolic/productive systems are counter-entropic, they are the proper way
to produce one-in-a-zillion solutions to life's once-in-a-lifetime
problems. Then again, the statistics and symbols will need a Bob Fosse
choreography if they are going to work together.

It is a manifesto I am putting together, also meant to attract or otherwise
my early collaborators, some who might also be business partners, but it is
being fleshed out in a kind of continuous deployment fashion all the way to
a possible specification document.  It is meant to become a curated public
wiki too, I just didn't like one thing or another with some wikis I briefly
looked into, and it casually references entire research and business
projects, for example social agents have one parameter "reputation", and
maintaining that should be a whole business by itself. And as I am hinting
from time to time, I am trying to define a research domain around what is
necessary and sufficient in an agent in order to do physics (in whatever
virtual or real environment). It is a very slippery subject but it would be
quite the bomb if the first experimental results started to come in.

AT

On Wed, Mar 25, 2015 at 11:22 AM, Piaget Modeler <[email protected]>
wrote:

> *Corrections*:
>
> algorightms  --> algorithms
>
> activities were people --> activitiies where people
>
> *Comments*:
>
> You should include Bob Fosse as one of Michael Jackson's influences for
> dance in that collection of dancers.
>
> What does AGI-complete mean?
>
> Overall it's very high level, but it's a start. Just need to drill down
> into the specifics. For example, there is an
> Agent Framework. You also have a requirement for Natural Language
> understanding and problem solving.
> I'd take a look at some diagrams for NLU systems and problem solving
> systems and combine them in some
> fashion to get those features of your system, and then integrate them with
> your agent framework. it could
> be promising.
>
> Best of luck...
>
> ~PM
>
> ------------------------------
> From: [email protected]
> Date: Wed, 25 Mar 2015 09:58:39 +0100
> Subject: Re: [agi] Vaporware HELLENE, this is it!
>
> To: [email protected]
>
> And part two http://www.hellene.eu/personml-mimicme , some typos were
> also edited out of the intro.
>
> AT
>
> On Mon, Mar 23, 2015 at 10:36 AM, Anastasios Tsiolakidis <
> [email protected]> wrote:
>
> I will prepare a diagram after defining some more acronyms. But the the
> top-level control loop reads like Agents(updateBeliefs), one hopes with
> perfect elasticity, meaning that the most important agents consume most of
> the CPU cycles, and the rest almost nothing. The elasticity algorithm
> should probably "evolve", having some copies of HELLENE "competing" against
> each other with different settings.
>
> I value very highly the ease of distributing data and computations and
> CouchDB scripts as well as Erlang bits are the most promising. I want the
> codebase to pay the bills as well, being used early in commercial projects,
> for which I envision a graph database as the most expressive interface.
> Perhaps one of the CouchDB hybrid competitors or even parts of OpenCog can
> do the job.
>
> Lastly, lower level physics, statistics and the like are supposed to be
> transplanted as they are in their original languages and environments.
>
> AT
>
> On Mon, Mar 23, 2015 at 12:24 AM, Piaget Modeler via AGI <[email protected]>
> wrote:
>
> Do you have an architecture diagram, and what language will you program it
> in?
>
> Kindly advise.
>
> ~PM
>
> ------------------------------
> From: [email protected]
> Date: Sun, 22 Mar 2015 22:18:57 +0100
> Subject: [agi] Vaporware HELLENE, this is it!
> To: [email protected]
>
> I decided it was time to take a slightly more direct approach to my AGI
> project, despite the somewhat "out there" nature of my intro paragraphs at
> http://hellene-aghi.azurewebsites.net . If you have been my careful
> reader you will find little new in that first page, or the other 10 that I
> expect will conclude the theoretical framework of the project, basically my
> gives and takes over prior art. I will probably mirror it somewhere where
> it is easier to leave comments too. It is not a small undertaking at all,
> so wish me luck!
>
> AT
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