Nasrudin found a weary falcon sitting one day on his window
Transcription
Nasrudin found a weary falcon sitting one day on his window
COGNITIVEEDGE Contextual complexity Almaden Institute Nasrudin found a weary falcon sitting one day on his window-sill. He had never seen a bird like this before. “You poor thing”, he said, “how ever were you to allowed to get into this state?” He clipped the falcon’s talons and cut its beak straight, and trimmed its feathers. “Now you look more like a bird”, said Nasrudin Shah, Idries (1985) The exploits of the Incomparable Mulla Nasrudin & The subtleties of the Inimitable Mulla Nasrudin. London: Octagon Press Copyright © 2007 Cognitive Edge. All Rights Reserved. 2 The taxi & the map “The Knowledge” 1851 to current day 320 standard routes 25K streets Points of public interest Order of theatres 30% success rate 2-4 years Enlarged Hippocampus Copyright © 2007 Cognitive Edge. All Rights Reserved. 3 The context The sterility of social science & the confusion of correlation with causation Key aspects of complex adaptive systems They are very sensitive to initial starting conditions They have feedback loops The are retrospectively coherent (which gives us a major headache) They exist far from equilibrium Scalability & phase shifts Emergent properties & the relationship of the whole to the parts Simulation should not be confused with prediction You cannot engineer a ecology, but … You can destroy it by trying to However you can influence its evolution But we need new approaches to discovering meaning And there are no rules of engagement …… Moving from stability to resilience: the necessary degree of inefficiency needed to ensure effectiveness Humans are not ants ….. … neither are they computers Copyright © 2007 Cognitive Edge. All Rights Reserved. 4 … meeting them half way Brains are analogue, computers are digital Brains use content addressable memory The brain is massively parallel not modular and serial Processing is not fixed in the brain, there is no system clock Short term memory is not like RAM No hardware/software distinction can be made with respect to brain/mind Synapses are far more complex than electrical logic gates Processing & memory are performed in the same components in the brain The brain is a self organizing system Brains have bodies http://www.cognitive-edge.com/2007/03/_only_if_we_meet_them_half_way.php Copyright © 2007 Cognitive Edge. All Rights Reserved. 5 The criticality of context "...one theory of memory suggests that memories are composed of linked sensory fragments -- odors, sights, sounds, and even body positions. Simply activating one or more of those fragments makes the entire memory more likely to be retrieved” Cognitive Daily "A good metaphor is something even the police should keep an eye on." G.C. Lichtenberg Copyright © 2007 Cognitive Edge. All Rights Reserved. 6 Ritual & identity Wales 27 England 18 Guide me, O Thou great Jehovah, Pilgrim through this barren land. I am weak, but Thou art mighty; Hold me with Thy powerful hand. Bread of heaven, bread of heaven, Feed me till I want no more; Feed me till I want no more. Copyright © 2007 Cognitive Edge. All Rights Reserved. 7 Knowledge (I-space adapted) Codified abstract Symbolic ymbo olic lic analyzed naly lyzeed Narrative arra ati v articulated ticula at Un-codified concrete EEmbodied mbod mbo od eexperienced xperie Undiffused Copyright © 2007 Cognitive Edge. All Rights Reserved. Diffused 8 Narrative & complexity Narrative is a basic patterning device of human interaction The shift to metadata: recognizing cognitive bias Serendipitous encounter & inquiry Cross cultural understanding Current applications Risk Assessment & Horizon Scanning Pre-hypothesis market research Ethical auditing & cultural mapping Employee satisfaction surveys Impact measurement & monitoring Weak signal detection Social cpmputing “Paton’s brain” & KM systems Copyright © 2007 Cognitive Edge. All Rights Reserved. 9 Knowledge is context dependent Copyright © 2007 Cognitive Edge. All Rights Reserved. 10 Sensing patterns in metadata Copyright © 2007 Cognitive Edge. All Rights Reserved. 11 Sensing patterns in metadata Copyright © 2007 Cognitive Edge. All Rights Reserved. 12 Sensing patterns in metadata Copyright © 2007 Cognitive Edge. All Rights Reserved. 13 Diversity/Conflict 01.07-04.07 Copyright © 2007 Cognitive Edge. All Rights Reserved. 14 Connectivity/Reach 01.07-04.07 Copyright © 2007 Cognitive Edge. All Rights Reserved. 15 Morality/Sophistication 06.05-12.06 Copyright © 2007 Cognitive Edge. All Rights Reserved. 16 It is now impossible for the third and youngest son of any king, if he should embark on a quest which has so far claimed his older brothers, not to succeed. Stories don’t care who takes part in them. All that matters is that the story gets told, that the story repeats. Or, if you prefer to think of it like this: stories are a parasitical life form, warping lives in the service only of the story itself. Terry Pratchett (1991) Witches abroad Copyright © 2007 Cognitive Edge. All Rights Reserved. 17 The landscape of management Complex Output Computational Complexity a simulation Naturalising Sense-making an ecology Simple Output Process Engineering a machine Systems Dynamics an organism Simple Input Complex Input Copyright © 2007 Cognitive Edge. All Rights Reserved. 18 In the idealistic approach, the leaders of an organisation set out an ideal future state that they wish to achieve, identify the gap between the ideal and their perception of the present, and seek to close it. This is common not only to process-based theory but also to practice that follows the general heading of the “learning organisation”. Naturalistic approaches, by contrast, seek to understand a sufficiency of the present in order to act to stimulate evolution of the system. Once such stimulation is made, monitoring of emergent patterns becomes a critical activity so that desired patterns can be supported and undesired patterns disrupted. The organisation thus evolves to a future that was unknowable in advance, but is more contextually appropriate when discovered Kurtz & Snowden Bramble Bushes in a Thicket Copyright © 2007 Cognitive Edge. All Rights Reserved. 19 The Cynefin framework Bounded diversity Humans can move systems to equilibrium states, and do so for good reason “Multi-ontology sensemaking Example applications Strategy planning Conflict resolution Search and monitoring of incoming data Project management and resource allocation Innovation programs Tool selection & application Copyright © 2007 Cognitive Edge. All Rights Reserved. Complex Complicated P-S-R S-A-R Monitor Analysis Chaotic A-S-R Innovate Simple S-C-R Doctrine 20 IBM: Initial Questions Are the fundamental laws for complex systems ? i.e. 2nd law of thermodynamics What are the techniques to model and discern system level properties to and from properties of parts and interactions? From systems biology, complexity science, control theory, physics… How to determine the complexity in a state of a system? Can we anticipate catastrophic failures? How to engineer predictable system level properties in largescale systems of interacting parts? Architectural stability and standards help but often abandoned due to vendors’ competitive will How to anticipate the effects of perturbations and evolutions? Copyright © 2007 Cognitive Edge. All Rights Reserved. 21 Increasing variety of stimulation Epistemic rain dances Increasing variety of response Copyright © 2007 Cognitive Edge. All Rights Reserved. 22 Thank You! www.cognitive-edge.com Copyright © 2007 Cognitive Edge. All Rights Reserved. 23