Boris,

Yet another definition of pattern: this really isn’t going to win any prizes 
for definitions – you’ve been criticised for lack of clarity, and this is a 
classic example.

Wiki is simple enough: 
A pattern, from the French patron, is a type of theme of recurring events or 
objects, sometimes referred to as elements of a set of objects.The elements of 
a pattern repeat in a predictable manner

However,     ALL THESE PATTERN DEFINITIONS DON’T REALLY MATTER.  

Basically,  **there is no substantive disagreement about the nature of 
patterns.**  We ,may use different terms and definitions but we’re all talking 
in all our disagreements about the same things.

So let’s get to your (& other AGI-ers’) main contention:

“semantic concepts, .. are either generalized empirical patterns (objects & 
processes), or are strictly relational. There is no other way to define a 
“concept“”

This is absolute nonsense – & a central issue for AGI.



**THERE IS NOT ONE SINGLE CONCEPT THAT CAN BE DEFINED AS A PATTERN**.



“Tree”... “box”..  “car”... “go”... “hit”... “shoot”...  “pattern”... “form..” 
..”shape..”  “government..”   “A.I.”.....*Obama*.. *love*...*sex*... *red*... 
*colour*

None of these are patterns -  or refer to patterned groups of objects/actions.  
 Take any of these concepts and you will find that the different examples, 
past, present and still-to-be-realised in the future, do NOT present “matching 
inputs” per you, or “repeating elements” or “common elements in common 
positions” or any other definition or reality of patterns.  SOME members of the 
group may fit a pattern, but a concept embraces a WHOLE group, not just odd 
members. The whole group is never patterned.

Let’s make this v. clear and inescapable –  neither you nor anyone else are 
going to present **one single concept** in the language that can be defined as 
representing a pattern/patterned objects or actions/ patterned subjects.

Not one single concept. Not one example.

There are probably at least a million concepts available to you – show one that 
represents a pattern.

Boris? Ben? Jim? Prisco?

(If B & B can’t put up a single patterned concept, neither has any business 
writing patternist manifestoes and books – and should junk them forthwith).

The patternist approach represents a complete and utter failure to understand 
the nature of *conceptual thinking*/language – wh.; I shall discurse upon 
another time.

The fundamental nature of all concepts is that they are, by design,  *general* 
(“can’t be tied down to specifics”), *vague*, *open-ended*, and *multiform* – 
the complete opposite of patterns and logic and maths, which are *specific* 
(“can be tied down to specifics”), *precise*, *closed-ended*, and *uniform*.

If you can’t master conceptual thought – and no one has – you can’t do AGI – 
and can’t survive in the real world. The real world is not patterned as a whole 
– in any of its scenes.

Conceptual thought is the diametrical *opposite* of 
patterned/formulaic/algorithmic thinking.






























From: Boris Kazachenko 
Sent: Friday, August 24, 2012 5:53 PM
To: AGI 
Subject: [agi] Pattern: definition & incremental syntax

In a hopeless attempt to clear some of the confusion about patterns & concepts, 
here is an excerpt from my recently edited part 4:

A pattern is a set of matching inputs, the same concept as fuzzy cluster in 
terms of unsupervised learning.
In my model, match is quantified by comparison as a measure of compression, so 
a pattern is a compressed representation of multiple inputs. Technically, every 
compared input forms a pattern, but only those with an above-average 
compression count, - they are forwarded to higher levels for extended search. 
Compression is adjusted for overlap in aggregated match & miss representation: 
partial redundancy to previously forwarded cross-compared inputs. This 
adjustment increases selectivity/ sparseness of representation on a higher 
level.

A more “exclusive” definition of a pattern is the recurrent match itself: a 
subset of each input shared across a set thereof. This is actually a 
higher-derivation pattern: an above-average match of a match. Just like 
above-average match selects an input for a higher-level search, above-average 
match of a match selects a common subset to a higher integration vs. 
differentiation level within a pattern itself. That subset also has a priority 
for extended search. The most basic hierarchical sub-differentiation within a 
pattern is by match of a binary sign for relative match, forming continuous 
segments of above | below average match across input queue. 

Selective elevation increases both predictive value & potential syntactic 
complexity of patterns: the number of different variables within it. That’s 
because comparison of each input variable adds two new variable types: relative 
match (m) & miss (d) relative to same-type variable of a template pattern. Both 
are signed, as well as aggregated across multiple comparisons within the length 
of a constant sign: L(m) & L(d). Relative match determines comparison vs. 
aggregation for individual differences, forming a queue of ds within positive 
L(m). New types of derivatives are also formed by comparison across different 
types of S-T or derived coordinates.

.....
The patterns I described here are not qualitatively different from our semantic 
concepts, which are either generalized empirical patterns (objects & 
processes), or are strictly relational. There is no other way to define a 
“concept“. Given sufficient computational resources & discoverable mathematical 
shortcuts, search over incrementally complex syntax will discover patterns / 
concepts on & beyond the level of natural language.

http://www.cognitivealgorithm.info/2012/01/cognitive-algorithm.html



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