Re: Applications of AI KR future drafts

Amirouche

To help identify ' what type of new knowledge would have the greatest value
?' - a group of us are leveraging StratML ..


Regarding your  KR&R  questions / comments - here is a link to a brief but
relevant 'paper' that  speaks to the Neural Network factors that most
builders have to consider.


   - Decision boundary that identifies if  a given data point belongs to a
   positive class or a negative class
   - Feature engineering that improve performance

https://www.analyticsvidhya.com/blog/2020/02/cnn-vs-rnn-vs-mlp-analyzing-3-types-of-neural-networks-in-deep-learning/

enjoy

Carl

It was a pleasure to clarify


On Tue, Jun 30, 2020 at 3:22 PM Amirouche Boubekki <
amirouche.boubekki@gmail.com> wrote:

> Le lun. 29 juin 2020 à 21:37, carl mattocks <carlmattocks@gmail.com> a
> écrit :
> >
> >
> > within context of ' Intelligence Augmentation ' ..  AIKR should improve
> the acceptance of new knowledge provided by the computer-teacher.
> >
> > When that is true - what type of new knowledge do you think would have
> the greatest value?
>
> At the moment I would like the understand what are the big ideas in AI
> KR&R? What are the big trends? Where people struggle? Where there are
> debates?
>
> My understanding is that to know that I need to find the good paper
> (or the good person) to help me with that, the alternative is to read
> 50 years or so of papers about the subject.
>
> >
> > It was a pleasure to clarify
> >
> >
> > On Mon, Jun 29, 2020 at 2:42 PM Amirouche Boubekki <
> amirouche.boubekki@gmail.com> wrote:
> >>
> >> Toward understanding better the goal of the group, I am trying to
> >> understand what would be the applications that one could build upon
> >> AIKR future drafts.
> >>
> >> It is still not clear to me what a specification regarding Knowledge
> >> Representation could look like.
> >>
> >> The simple goal that I read often about AI is something along those
> lines:
> >>
> >> > Make computers do what humans do
> >>
> >> or
> >>
> >> > Enable human level of cognition in computers
> >>
> >> The first thing those goals fail to recognize is that machines are
> >> already better than humans regarding some tasks. More generally, I
> >> think it is easier to think in terms of Intelligence Augmentation:
> >>
> >>   How the machine can help humans perform better at intellectual tasks?
> >>
> >> Hence, the question:
> >>
> >>   What area of human endeavor can still be improved using computers?
> >>
> >> I fail to think outside-the-box, so I will fall back to my own needs:
> >>
> >>   I need computers to help me acquire new knowledge.
> >>
> >> That is, I want the computer to help me learn new things. Simply, I
> >> want a computer-teacher.
> >>
> >> Questions:
> >>
> >> 1) What intellectual task do you think computers should help you with?
> >>
> >> 2) What will be applications of AI KR specifications?
> >>
>
>
> --
> Amirouche ~ https://hyper.dev
>
>