Larry Lefkowitz, Stephen Reed, et al,

First, Thanks Steve for your pointer to Larry Lefkowitz, and thanks Larry
for so much time and effort in trying to relate our two approaches..

After discussions with Larry Lefkowitz of Cycorp, I have had a bit of an
epiphany regarding machine knowledge that I would like to share for all to
comment on...

First, it wasn't as though there were points of incompatibility between
Cycorp's idea of machine knowledge and that used in DrEliza.com, but rather,
there were no apparent points of connection. How could two related things be
so completely different, especially when both are driven by the real world?

Then it struck me. Cycorp and others here on this forum seek to represent
the structures of real world domains in a machine, whereas Dr. Eliza seeks
only to represent the structure of the malfunctions within structures, while
making no attempt whatever to represent the structures in which those
malfunctions occur, as though those malfunctions have their very own
structure, as they truly do. This seems a bit like simulating the "holes" in
a semiconductor.

OF COURSE there were no points of connection.

Larry pointed out the limitations in my approach - which I already knew,
namely, Dr. Eliza will NEVER EVER understand normal operation when all it
has to go on are *AB*normalities.

Similarly, I pointed out that Cycorp's approach had the inverse problem, in
that it would probably take the quadrillion dollars that Matt Mahoney keeps
talking about to ever understand malfunctions starting from the wrong side
(as seen from Dr. Eliza's viewpoint) of things.

In short, I see both of these as being quite valid but completely
incompatible approaches, that accomplish very different things via very
different methods. Each could move toward the other's capabilities given
infinite resources, but only a madman (like Matt Mahoney?) would ever throw
money at such folly.

Back to my reason for contacting Cycorp - to see if some sort of web
standard to represent metadata could be hammered out. Neither Larry nor I
could see how Dr. Eliza's approach could be adapted to Cycorp, and further,
this is aside from Cycorp's present interests. Hence, I am on my own here.

Hence, it is my present viewpoint that I should proceed with my present
standard to accompany the only semi-commercial program that models *
malfunctions* rather than the real world, somewhat akin to the original
Eliza program. However, I should prominently label the standard and
appropriate fields therein appropriately so that there is no future
confusion between machine knowledge and Dr. Eliza's sort of inverse machine
knowledge.

Any thoughts?

Steve Richfield



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