[seanlevan]

That's the interesting thing- I am not, unlike most chatterbot projects, using existing technologies and jumbling it together- a quick glance at the "read more" page on the technologies of ACUMAN will tell you otherwise.

Everything is made from scratch. From the ground-up. I could have used AIML (the AI version of XML), or anything I wanted. But instead, to make it unique and customizable to the demand of this project, I created my own markup language entitled ACUMANSCRIPT. Even the sentiment analysis algorithms are made from scratch by using Naive Bayens algorithms. The only APIs in use are those for some aspects of the knowledge base, which is a must in any machine learning or artificial intelligence project, as not leveraging the massive amount of data available on the internet would be a waste.

I sincerely doubt that we are anywhere near a flawless piece of artificial intelligence software, but this is not a result of people's lack of diligence in the field, but rather a testimony to it's complexities.

Google has made a short documentary explaining why natural language processing and machine learning are some of the hardest fields due to their surprisingly complex nature:

https://www.youtube.com/watch?v=yxxRAHVtafI

[ColinWright]

Right, that's much more interesting, especially making your own markup. Did you read extensively and decide that AIML and friends were not really suitable and hence you had to make your own, or did you make your own because you wanted to get a feel for the problem domain before trying to take advantage of the work others have done?

    ... doubt that we are anywhere near a flawless piece
    of artificial intelligence software, but this is not
    a result of people's lack of diligence in the field,
    but rather a testimony to its complexities.

That is certainly true.

    ... a quick glance at the "read more" page on the
    technologies  ...

That button isn't working on my browser: the latest Firefox on the latest Ubuntu. When I get time I'll look at it using Chrome, but I've got other stuff on at the moment. It would be interesting to know more about ACUMANSCRIPT - are you intending to release it or otherwise make it available? How are you tapping into the "knowledge bases"? If these questions are answered in the (currently no working for me) link on your page then don't answer them again here, but you might want to write a page specifically talking about these things and submit that here.

[seanlevan]

Thank you for expressing interest. You are correct, there are some issues that may be encountered with Firefox, particularly in a non-OS X or non-Windows environment. I am currently working on fixing those bugs.

Here is the URL: http://acuman.us/readmore.php

I decided that AIML was not useful to me because it was too rigid in syntax and was too static. This is particularly in the manner in which most AIML interpreters parse the syntax, making a rigid "if hello is in string, then say nice meeting you" syllogism (basically a beefed-up conditional statement) that essential has no room or place in actual artificial intelligence. I could have adjusted it to match my needs by creating my own interpreter, but I thought if I was going to accomplish that, why not create my own syntax that matches my needs better and has syntax that is even less convoluted and more focused on pattern-matching and machine learning?

I thought of releasing an API where you can code using the syntax of ACUMANSCRIPT- but I am unfortunately not prepared for open-sourcing ACUMAN's main architecture code due to it still competing in contests and fairs.

[ColinWright]

If you're interested, I have some ideas for how to prevent the specific problem that immediately caught my attention. I'm pretty sure it could be coupled to your front end as a separate module/system that then lets you use it or not as you like, and see how different people react to it. Contact details in my profile.

My ideas are definitely half-baked and may be completely wrong/useless/inappropriate, or it may even be that you prefer to continue to work largely independently. That's not a bad thing, as getting input from other people may stifle your own creativity and ideas.

Regardless, thanks for the responses and for the interesting project.

[mst]

> I am unfortunately not prepared for open-sourcing ACUMAN's main architecture code due to it still competing in contests and fairs.

Since you wrote the entire thing, you could AGPL it for now and then pick a less restrictive license later.

(could, is, of course, not should, but it's an option people don't always consider)

[andrewtbham]

what do you think about chat script and rive script?

[dennisgorelik]

That documentary is focusing on the wrong things.

I do not care about speech recognition when we are talking about AGI.

I care about AGI being able to understand written text - the most natural form of communication between humans and AGI.

The problem is that AGI is not able to understand written text well, cannot build good mental models and cannot make meaningful decisions based on them.