Page 26 - Studio-International-January-1974
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participation beyond changing the paper and   to the nature of the criteria towards the   structure will change in ways which are
    refilling and changing pans.6  (Fig. 13.)   satisfaction of which the machine might aim.   presently undefinable.
      What I have described as being controlled by   Art is not a deterministic game like checkers, to   The step by step account of the computer's
    the executive is, in a very general sense, the   be won or lost by the `player'; and though we   functions and its programmes was intended, of
    purpose-formulating mechanism for the     acknowledge, empirically, that some artists are   course, to try to demonstrate that the machine
     `freehand' line generator, the structure that   `better' than others, that some artists do   can be used in this way. The original question -
    determines where the lines are to be drawn. You   improve, the problem of formulating general   whether the machine can serve the artist's
    might say that / am the purpose-formulating   criteria for improvement may be no different in   Purpose - is more redundant than
    mechanism for the programme as a whole, but   relation to the machine than it is for the teacher   unanswerable, and is in any case not to be
    the executive programme makes my own part in   in relation to the art student. It is probably   confused with asking whether artists might see a
    the process rather more remote, if no less   reasonable to assume that there do exist criteria   need to use it. It is characteristic of our culture
    significant. In fact, I doubt whether the main   at levels even more remote from the work than   both that we search out things to satisfy current
    programme will be changed much at this point,   any I mentioned: in which case we should be   needs, and also that we restate our needs in
    since what is at stake for me is not what it does,   able to formulate them and the machine should   terms of the new things we have found. Nor is it
    but what determines what it does. I am    be able to satisfy them. But there remains the   necessarily immediately clear what wide
    referring to the 'preferences' mentioned earlier.   suspicion that satisfactory performance in   cultural needs those things might eventually
      As it reaches each destination, the machine   art is not to be measured solely by the   serve. The notion of universal literacy did not
    has to choose between anything up to twenty-  satisfaction of explicit criteria, and would   follow immediately upon the development of
    five next destinations, depending upon the state   still not be so no matter how far back one   moveable type, but it did follow that
    of the drawing. In the present state of the   pushed.                                development, not demand it. Up to this point
    programme, its preference is for destinations   As to those explicit criteria: there would seem   the computer has existed for the artist only as a
    within certain distance limits, but it is easy to   little reason to deny that the machine behaves   somewhat frightening, but essentially trivial toy.
    see how it might 'prefer' long lines to short ones,   purposefully at every level described. Yet no   When it becomes clear to him that the computer
    a destination near the centre of the picture, or in   level defines its own purpose. The learning level   is, in fact, an abstract machine of great power, a
    highly active parts of the picture : or it might   would - but for the difficulties mentioned above   general purpose tool capable of delimiting his
    `prefer' the one involving minimum change of   - advise the preference-structure as to the best   mind as other machines delimit him
    direction; or the reverse of any of these.   way of defining the manner in which the   physically, then its use will be inevitable. q
    Obviously the character of the resultant   executive commands the main programme to
                                                                                         (Photos for this article by Becky Cohen.)
    drawings would vary enormously as the     select the points between which the 'freehand'
    machine exercised one 'preference' rather than   line generator is to draw lines. One might say
    another, but in fact I am suggesting something   even that the purpose of each level is to   I wish I had more space here to develop and justify
    more complex than simply switching        formulate the purpose for the next level. It is   what may seem to be extravagant views. Readers
                                                                                         wishing to pursue the issue for themselves will find
    `preferences'. Suppose, rather, that the machine   true, of course, that the machine's organization   these views to be almost timid compared to the
    exercises its whole range of 'preferences' by   is that way because it has been set up that way,   current rate of growth and technological development
    scoring each possible destination for its ability   but in considering the nature of explicit   within the industry. There is extravagance indeed!
                                                                                         Of an estimated 80,00o computers now operating in
    to satisfy each preference, and taking the   criteria in human art-making behaviour we   the US alone, 13,000 were installed in 1972 by a
    destination with the highest total score as its   might reasonably adopt the machine's   single manufacturer. Spending on small computers is
    choice. It might then choose the destination   organization as a model, and say that these   projected by a leading magazine to rise to
    which was relatively far away, didn't involve too   criteria relate to the formulation of new levels   S600,000,000 a year in the US by 1975.
                                                                                         2  But not necessarily for other times and other
    much deviation from the current direction, and   of purpose in satisfaction of prior purposes. This   cultures.
    was in an area of high activity quite close to the   can be maintained without any suggestion that   3   Recursion is a powerful mathematical concept which
    centre of the drawing. I think this would be a   the machine can move higher and higher up the   is difficult to describe in non-mathematical terms :
                                                                                         indeed, the above examples are as good as any I have
    much closer simulation of the way in which   ladder until it is finally in possession of the   been able to find. If you think of a mathematical
    human preference-structures are exercised.   artist's Purpose. On the contrary, it seems to   function as being a structure which operates upon
      Let us go one step further, and suppose the   me that pushing back along the chain of   something provided to it, then a recursive function is
                                                                                         one which provides itself with the 'something' by its
    machine to be capable of weighting its scores   command - either for the machine or for oneself   previous operation. Since the 'something' will be
    for its different 'preferences', and of modifying   - is less like climbing a ladder than it is like   different for each operation, this is not to be confused
    these weightings itself. This possibility is by no   trying to find the largest number between zero   with circular structures : e.g. art is something
                                                                                         produced by an artist, an artist is someone who makes
    means speculative: readers familiar with the   and one : there is always another midway   art. Also, the idea of the boy holding the bag of
    development of the field of Artificial    between the present position and the       popcorn on which there is a picture of the boy
    Intelligence will recognize its similarity to   `destination'.                       holding the bag of popcorn on which . . . actually
                                                                                         represents a hierarchical structure rather than a
    Samuel's now classic programme for a        It should be evident, then, that I do not   recursive one.
    checkers-playing machine (1959). They will   consider 'serving the artist's Purpose' to be   4  I am not making this up. See 'Idols of Computer
    recall also that the programme enabled the   equivalent to 'talking over the artist's Purpose',   Art' by Robert E. Meuller, Art In America, May,
                                                                                         1972: and my own reply in 'Commentary' in the
    machine to learn to play, by having it play   or identify the machine with the artist. I   following issue.
    against itself, one part always adopting the best   identify the artist with the whole Purpose-  Under grant number A72-1-288 from the National
    strategy found to date, the other varying the   structure, the machine with the processes which   Endowment for the Arts, Washington, DC I am
                                                                                         currently investigating the feasibility of setting up a
    weightings of the 'preferences' which     are defined by the structure and in turn help to   Centre for Advanced Computing in the Arts. One
    determined that strategy until it found a better   redefine it. Since under other circumstances   might speculate that, among other things, such a
                                                                                         centre might enable artists to use the machine for
    one, and so on. In a short time it was able to win   these processes too would be played out by the   their own purposes, rather than presenting them with
    consistently against any human player.    artist, I am also identifying playing-out with the   a cookery book of possibilities.
      We might recognize a significant difference   computer with playing-out without the   "Machine Generated Images', La Jolla Museum,
    between applying a learning programme of this   computer. For the machine to serve his Purpose   California. October-November 1972. The drawings
                                                                                         reproduced here are taken from the show. The
    sort to successful game playing and doing so to   the artist will need to use it as he uses himself.   machine was able to make drawings in several colours,
    successful art-making. Of course the      There is no reason to anticipate that the use   but the museum staff had some difficulty in following
    difficulty is ours, not the machine's: since   will be more or less trivial than the use he makes   its instructions for mounting the appropriate pens. In
                                                                                         the event, it was limited to asking for the correct size
    we ourselves would be in some doubt as    of himself, but every reason to suppose that the    pen to be mounted.
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