" The Content and Context dilemma"

A lot can be learned studying  AI - (Artificial Intelligence), as it is being based on Human Intelligence

Mark Twain once said: “To a man with a hammer, everything looks like a nail.” His observation is definitely very relevant to current trends in content analysis. We have a Machine Learning Hammer (ML Hammer) that we want to use for solving any problem that needs to be solved. The problem is neither with learning nor with the hammer; the problem is with people who fail to learn that not every problem is a new learning problem .- excerpt from above pdf

      note; the above statement is well worth studying and understanding - seeing when something is new / similar / very different it is often a paradox.yet by not taking the Time it takes, by looking at anything from all points of view avaible (person,place,thing,situtation etc.) how can One know?, I also was quite aware of Mark Twains quote "To a man with a hammer, everything looks like a nail." and to myself ,it's basic meaning is ;

         " To One that views the World with only One point of view,it is this view ,the one and only ability this One has"

If One views this video, be aware of it is about teaching the Machine to be Empathetic, see from as many Points of View as possible!.

And What Humanity should having been learning all along, until certain Beliefs brought that concept to a Halt!

, So Now will a Machine be better at doing what we have been able to do All along. simply because now we see a Need?

Semantics is being used a lot in this field, so must understand the term;

                     Semantics (from Ancient Greek: σημαντικός sēmantikós, "significant")[1][a] is the linguistic and philosophical study of meaning


I also believe Empathy, is vital to even possibly begin to derive the meaning the most complete ,truthful meaning to any given situtation

, When one watchs the above video, one could say "They have reached the point where the Machine must become "Empathetic"

Empathetic definition, of, relating to, or characterized by empathy, the psychological identification with the feelings, thoughts, or attitudes of others .

 I see others to include all of Nature,everything one can even Image

A question might be can the Machine/computer Remind Us of the Need for Empathy


I my studies/ research for " Beyond Chiefdom ", Empathy keeps revealing it's self as the most basic, yet Important trait that separates Us to a high degree from for example the Great Apes , research I have been reading on the Mountain Gorillia, does show they have a sense of Empathy.

excerpt from ; Exploring the Mind of the Mountain Gorilla

               "–Mountain gorillas see the snares as dangerous even if they, themselves, have not been caught in a snare.  Does this mean they are acting because they saw another animal (either a gorilla or game animal) suffer pain or death?  This touches on the idea of empathy – “I feel your pain” –something animal behaviorists and psychologist will probably argue over forever.