Dear Marcus and colleagues,  

 

But when it comes to drawing a hard line *within* behavioral adaptation – for 
example differences between instinctual behaviors and more cognitive behaviors 
– this (presently) is beyond my grasp. So the point you two now seem (to me) to 
circle around is effective differences between instinctual and cognitive 
behavior, between species.

 

Entropy develops with the arrow of time, but meaning is provided from the 
perspective of hindsight, that is, against the arrow of time. Providing meaning 
can sometimes (!) reduce uncertainty. In the Shannon model, such a reversal of 
the time arrow (feedback and feedforward) is not possible. However, in a 
knowledge-based economy, the generation of redundancies (new options and 
expectations) is crucial for the competition. 

 

Obviously, this is not biological competition such as “between species”. The 
domain is not the one of biological realizations, but of cultural expectations 
that is exclusively (inter-)human. (This cultural evolution is constrained by 
the biological/physical conditions which can be considered as a retention 
mechanism.) The dynamics are shaped in terms of expectations (“cogitata” 
carried by “cogitantes”). 

 

Another way to study this is in terms of the theory and computation of 
anticipatory systems (Rosen, Dubois). The strongly anticipatory system that 
shapes its own future options is based on the exchange and codification of 
expectations at the supra-individual level. The future states can drive a 
knowledge-based development more than the historical ones.

 

The duality between forward (historical) development and cultural evolution can 
be assessed in terms of mutual information and redundancy generation 
(Leydesdorff & Ivanova, 2014). The reduction to an a priori origin, in my 
opinion, is not a good idea. The formal a priori is contained in the notion of 
probability (which grounds also Shannon’s entropy).

 

Best,

Loet

 

PS. Pedro: my last posting was on Sunday evening. L.

 

 

  _____  

Loet Leydesdorff 

Professor, University of Amsterdam
Amsterdam School of Communication Research (ASCoR)

 <mailto:l...@leydesdorff.net> l...@leydesdorff.net ;  
<http://www.leydesdorff.net/> http://www.leydesdorff.net/ 
Associate Faculty,  <http://www.sussex.ac.uk/spru/> SPRU, University of Sussex; 

Guest Professor  <http://www.zju.edu.cn/english/> Zhejiang Univ., Hangzhou; 
Visiting Professor,  <http://www.istic.ac.cn/Eng/brief_en.html> ISTIC, Beijing;

Visiting Professor,  <http://www.bbk.ac.uk/> Birkbeck, University of London; 

 <http://scholar.google.com/citations?user=ych9gNYAAAAJ&hl=en> 
http://scholar.google.com/citations?user=ych9gNYAAAAJ&hl=en

 

 

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