T:I think you need to go to higher math classes...What about differential 
geometry, curves, surfaces, parametric curves, topology, graph-theory. Any 
“geometrical” shape can be represented by mathematics, divided eventually in 
those “regular forms

How many bloody times are you guys going to make the same mistake over and 
over? It seems to be an almost universal error here.

Maths is formulaic – it seeks to produce the formulae for SETS of abstract 
forms. But it can only produce formulae for sets of REGULAR forms.

Yes, maths can be used to represent/analyse any INDIVIDUAL form, – incl. any 
individual IRREGULAR  form. It can analyse any individual blob or chunk 
whatsoever.  But that same method of analysis cannot be used for ANOTHER 
irregular form – you’ll have to start all over again with a fresh analysis and 
a fresh method..

Maths cannot produce a formula for a SET of irregular forms – for more than 
just one -  for a set of blobs, or waterdrops, or cells, or rocks or trees. 

Irregular forms are not formulaic. The reason is that there are no common 
elements/subforms from which you could derive a formula. Irregular forms don’t 
have common ingredients. Sets of regular forms can be divided into common 
regular parts, sets of irregular forms can’t.

As a result, mathematics is incapable of formulaically treating the ENTIRE 
NATURAL WORLD – rocks, clouds, trees, rivers, cells, islands et al.*  It’s v. 
useful for treating artificial specially-made-to-regular forms like those of 
technology. It’s not useful for understanding how natural irregular forms are 
produced. 

God-the-anatomist is NOT a mathematician – “He” works with irregular cell blobs 
not regular Lego bricks. Unlike scientists and AI-ers, he is an individualist 
who wants every separate thing in the world to have its own individual, 
different identity – as well as being similar to other things. This is a 
fundamental dimension of the universe which both AI-ers and scientists have 
extreme difficulty understanding, because their fields are generalist, not 
individualist, formulaic not portraitist.

Maths can represent any INDIVIDUAL rock form. It cannot produce a math formula 
for a SET of rock forms – for rock forms generally.

Similarly it cannot produce a formula for the abstract arts which treat 
irregular forms – for the paintings of Miro or Rothko, or Jackson Pollock, 
which are full of new, irregular forms. Ben’s suggestion that there could be a 
formula/algorithm which generated the paintings of Leonardo da Vinci is a 
mathematical impossibility.

Similarly maths  cannot produce a formula for the vast menagerie of irregular 
abstract forms – from irregular blobby forms to irregular chunky forms.

The menagerie of abstract and natural forms that you will find in the arts, 
both abstract and naturalistic, is far vaster than any you will find in 
geometry.- which seeks only to find the basic building blocks of abstract forms.

Until you get this distinction into your head – maths CAN deal with INDIVIDUAL 
irregular forms, but CAN’T deal with SETS OR FAMILIES of irregular forms, you 
are going to have a major problem understanding AGI – in fact be *incapable* of 
understanding AGI.

The central task for AGI is to visually recognize/ conceptualise/ generate 
FAMILES and GROUPS of IRREGULAR FORMS, not just indiividual ones..

This is what defeats all attempts to visually object recognize and 
conceptualise. Our computers cannot recognize human faces and bodies because 
they are so irregular. Nor can they produce any conceptual prototypes for such 
forms.

All kinds of people are continuing to pursue doomed mathematical approaches to 
these problems – all because they can’t understand the distinction between 
maths’ applicability/inapplicability to individual irregular forms vs 
groups/families of irregular forms.

Stop and think about it – it’s possibly the most important thing in AGI.

*P.S. You can find odd beautifully patterned natural objects – a fern, say – 
but those patterns are relatively rare – and look at a set of them – a set of 
ferns – and you’ll find that they don’t share precisely the same patterning – 
there are irregularities and imperfections.



























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AGI
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