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Change
Isn’t Complicated . . . It’s COMPLEX
1@danielwalsh
Daniel Walsh
STRECTH Conference
Budapest 2017
Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
2 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
Scientific
Management
“Popularized”
Systems Thinking
CC BY-SA 3.0 Patrhoue and Apdevries from article by John Sterman
Complex Adaptive
Systems
Adapted from Dave Snowden Cognitive Edge
Cynefin
kuh-nev-in
Habitat or place
The place of your multiple belongings
Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec20173
Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec20174
Situational Awareness
Contextually Appropriate Action
The nature of the system determines
the way we can know things, how
we make decisions, and how we act.
-David Snowden
5 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
Cynefin Framework
kuh-nev-in
@danielwalsh
6 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
?Disorder?
Chaotic Complex ObviousComplicated
@danielwalsh
7 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
Disorder
Obvious
ComplicatedComplex
Chaotic
foldorcliff
@danielwalsh
The Cynefin Framework
8 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
Obvious
ComplicatedComplex
Chaotic
DisorderDisorder
The Cynefin Framework by Cognitive Edge..
Constraints
Cause and Effect
Relationship
Decision-making
How to respond
@danielwalsh
The Obvious Domain
Direct Cause-Effect Relationship
9 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
The Cynefin Framework by D Snowden - Cognitive Edge. Used with permission.
Disorder
best practice
Obvious
Rigid constraints
sense-categorize-respond
@danielwalsh
The Complicated Domain
Indirect Cause-Effect Relationship
10 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
The Cynefin Framework by D Snowden - Cognitive Edge. Used with permission.
best practice
Obvious
Complicated
good practice
Rigid constraints
Governing constraints
sense-analyze-respond
sense-categorize-respond
@danielwalsh
The Complex Domain
Interconnected Cause-Effect Relationship
11
best practice
Obvious
Complicated
good practice
Complex
emergent practice
Rigid constraints
Governing constraintsEnabling constraints
probe-sense-respond sense-analyze-respond
sense-categorize-respond
Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
The Cynefin Framework by D Snowden - Cognitive Edge. Used with permission.
@danielwalsh
The Chaotic Domain
Unknowable Cause-Effect Relationship
12 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
The Cynefin Framework by D Snowden - Cognitive Edge. Used with permission.
Disorder
best practice
Obvious
Complicated
good practice
Complex
emergent practice
Chaotic
novel practice
Rigid constraints
Governing constraintsEnabling constraints
No constraints
act-sense-respond
probe-sense-respond sense-analyze-respond
sense-categorize-respond
@danielwalsh
The Disordered Domain
Indeterminate Cause-Effect Relationship
13 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
The Cynefin Framework by D Snowden - Cognitive Edge. Used with permission.
Disorder
best practice
Obvious
Complicated
good practice
Complex
emergent practice
Chaotic
novel practice
Rigid constraints
Governing constraintsEnabling constraints
No constraints
act-sense-respond
probe-sense-respond sense-analyze-respond
sense-categorize-respond
probe –
sense –
respond
exploratory
practice
@danielwalsh
Cynefin Framework | Older Version*
14 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
*Reference: Complex Acts of Knowing by Dave Snowden
Disorder
Obvious
ComplicatedComplex
Chaotic
Known
Knowns
Known
Unknown
Unknown
Unknowns
Unknowable
@danielwalsh
15 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
Nature is adroit in
creating objects whose
only excuse for being
seems to be to thwart
someone’s effort to put
them into a category.
-Billy Vaughn Koen
*Reference: Koen, Billy Vaughn. Discussion of the Method. 2003.
@danielwalshCC BY-SA 3.0 Platypus by TwoWings
16 @danielwalsh
Complex
Disorder
Complicated
Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
17 @danielwalsh
“
a jumbo jet is complicated but a mayonnaise is complex.”
– Paul Cilliers
Reference: https://www.theoryculturesociety.org/oliver-human-on-paul-cilliers/
CC BY-SA 2.0 by jules:stonesoup
CC BY-SA 3.0 by Alex Beltyukov
Disorder
Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
Cynefin Metaphors | Games
18 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
Obvious
ComplicatedComplex
Chaotic
Disorder
Coin Toss
BlackjackTexas Hold’em
Poker
Food Fight
Calvinball*
Reference: http://calvinandhobbes.wikia.com/wiki/Calvinball
@danielwalsh
Cynefin Metaphors | Movement
19 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
Obvious
ComplicatedComplex
Chaotic
Disorder
Police Roadblock
Traffic LightRoundabout
Brownian
Motion
@danielwalsh
Cynefin X Change
20 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
Obvious
ComplicatedComplex
Chaotic
Disorder
Standards, Hard Rules,
& Policy Enforcement
Define Ideal State
& Close Gap
Manage Evolutionary
Potential of Present
Invest in Advance
of Need
@danielwalsh
Scientific Management
“Popular” Systems ThinkingAnthro-Complexity
Chaos Engineering*
*Reference: http://principlesofchaos.org/
Netflix post on Chaos Automation Platform
21 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
Three Principles Three Heuristics Three Methods
Environment and
interactions matter
Obliquity
Dispositional not
causal
Emergent
possibilities of the
present
Disintermediation
Grow from smaller
systems that work
Simple rules
Probes
Sense-making
Leading Complex Change
22 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
Emergent
possibilities of the
present
Disintermediation
Grow from smaller
systems that work
Simple rules
Probes
Sense-making
Environment and
interactions matter
Context is king
Dispositional not
causal
Three Principles Three Heuristics Three Methods
Leading Complex Change
Mathematics of Dots*
23 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
*Source: The Mathematics of Dots by Max Boisot
Events as Dots
Effect
Patterns
Connecting Dots
Cause
Links
@danielwalsh
Hindsight Does Not Lead To Foresight
# of Dots # of Links # of Possible Patterns
4 6 64
10 45 ~35,000,000,000
n L=n(n-1)/2 P=2L
24 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
Emergent
possibilities of the
present
Disintermediation
Grow from smaller
systems that work
Simple rules
Probes
Sense-making
Environment and
interactions matter
Context is king
Dispositional not
causal
Three Principles Three Heuristics Three Methods
Leading Complex Change
Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec201725
26 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
Emergent
possibilities of the
present
Disintermediation
Grow from smaller
systems that work
Environment and
interactions matter
Context is king
Dispositional not
causal
Three Principles Three Heuristics Three Methods
Leading Complex Change
Simple rules
Probes
Sense-making
27 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 @danielwalsh
Complex
Disorder
Complicated
Bet Hypothesis
Copyright © 2017 nuCognitive LLC. All rights reserved.28 CC BY-SA 3.0 Storyteller doll by Rose Pecos-Sun Rhodes
Sensemaking is a form of
distributed ethnography
Draws on concepts from
anthropology, cognitive
science, & complexity
Gets the organization to
talk to itself about itself
Sense-Making
29 Copyright © 2017 nuCognitive LLC. All rights reserved.
Employee and
Manager Alignment
Attitudes towards
change were

thoughtful or
enthusiastic.
keep
as is.
Misaligned Aligned
Interventions
30 Copyright © 2017 nuCognitive LLC. All rights reserved.
Employee and
Manager Alignment
Attitudes towards
change were

thoughtful or
enthusiastic.
keep
as is.
Misaligned Aligned
How do we get
more stories like these &
fewer stories like those?
Complex Change Needs
Ecological Metaphors Not
Manufacturing Ones
Change Agent As Gardener
31 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
32 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Nov2017
A kƍan (ć…ŹæĄˆ) is a story, dialogue, question, or
statement, which is used in Zen practice to provoke
the "great doubt" and test a student's progress
*Reference: https://en.wikipedia.org/wiki/K%C5%8Dan
@danielwalsh
33 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Nov2017
The more things change,
the more they stay the same.
@danielwalsh
34 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Nov2017
A kƍan (ć…ŹæĄˆ) for the change agents

@danielwalsh
35 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Nov2017
How do you work with people,
@danielwalsh
Go To The Gemba
Kaizen
with where they are at,
with what you have,
to make small changes
for the better?
36 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Nov2017
Thank You
@danielwalsh Daniel.Walsh@nuCognitive.com

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Change Isn't Complicated - It's Complex by Daniel Walsh nuCognitive

  • 1. Change Isn’t Complicated . . . It’s COMPLEX 1@danielwalsh Daniel Walsh STRECTH Conference Budapest 2017 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
  • 2. 2 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 Scientific Management “Popularized” Systems Thinking CC BY-SA 3.0 Patrhoue and Apdevries from article by John Sterman Complex Adaptive Systems Adapted from Dave Snowden Cognitive Edge
  • 3. Cynefin kuh-nev-in Habitat or place The place of your multiple belongings Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec20173
  • 4. Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec20174 Situational Awareness Contextually Appropriate Action
  • 5. The nature of the system determines the way we can know things, how we make decisions, and how we act. -David Snowden 5 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 Cynefin Framework kuh-nev-in @danielwalsh
  • 6. 6 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 ?Disorder? Chaotic Complex ObviousComplicated @danielwalsh
  • 7. 7 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 Disorder Obvious ComplicatedComplex Chaotic foldorcliff @danielwalsh
  • 8. The Cynefin Framework 8 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 Obvious ComplicatedComplex Chaotic DisorderDisorder The Cynefin Framework by Cognitive Edge.. Constraints Cause and Effect Relationship Decision-making How to respond @danielwalsh
  • 9. The Obvious Domain Direct Cause-Effect Relationship 9 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 The Cynefin Framework by D Snowden - Cognitive Edge. Used with permission. Disorder best practice Obvious Rigid constraints sense-categorize-respond @danielwalsh
  • 10. The Complicated Domain Indirect Cause-Effect Relationship 10 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 The Cynefin Framework by D Snowden - Cognitive Edge. Used with permission. best practice Obvious Complicated good practice Rigid constraints Governing constraints sense-analyze-respond sense-categorize-respond @danielwalsh
  • 11. The Complex Domain Interconnected Cause-Effect Relationship 11 best practice Obvious Complicated good practice Complex emergent practice Rigid constraints Governing constraintsEnabling constraints probe-sense-respond sense-analyze-respond sense-categorize-respond Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 The Cynefin Framework by D Snowden - Cognitive Edge. Used with permission. @danielwalsh
  • 12. The Chaotic Domain Unknowable Cause-Effect Relationship 12 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 The Cynefin Framework by D Snowden - Cognitive Edge. Used with permission. Disorder best practice Obvious Complicated good practice Complex emergent practice Chaotic novel practice Rigid constraints Governing constraintsEnabling constraints No constraints act-sense-respond probe-sense-respond sense-analyze-respond sense-categorize-respond @danielwalsh
  • 13. The Disordered Domain Indeterminate Cause-Effect Relationship 13 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 The Cynefin Framework by D Snowden - Cognitive Edge. Used with permission. Disorder best practice Obvious Complicated good practice Complex emergent practice Chaotic novel practice Rigid constraints Governing constraintsEnabling constraints No constraints act-sense-respond probe-sense-respond sense-analyze-respond sense-categorize-respond probe – sense – respond exploratory practice @danielwalsh
  • 14. Cynefin Framework | Older Version* 14 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 *Reference: Complex Acts of Knowing by Dave Snowden Disorder Obvious ComplicatedComplex Chaotic Known Knowns Known Unknown Unknown Unknowns Unknowable @danielwalsh
  • 15. 15 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 Nature is adroit in creating objects whose only excuse for being seems to be to thwart someone’s effort to put them into a category. -Billy Vaughn Koen *Reference: Koen, Billy Vaughn. Discussion of the Method. 2003. @danielwalshCC BY-SA 3.0 Platypus by TwoWings
  • 16. 16 @danielwalsh Complex Disorder Complicated Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
  • 17. 17 @danielwalsh “
a jumbo jet is complicated but a mayonnaise is complex.” – Paul Cilliers Reference: https://www.theoryculturesociety.org/oliver-human-on-paul-cilliers/ CC BY-SA 2.0 by jules:stonesoup CC BY-SA 3.0 by Alex Beltyukov Disorder Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
  • 18. Cynefin Metaphors | Games 18 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 Obvious ComplicatedComplex Chaotic Disorder Coin Toss BlackjackTexas Hold’em Poker Food Fight Calvinball* Reference: http://calvinandhobbes.wikia.com/wiki/Calvinball @danielwalsh
  • 19. Cynefin Metaphors | Movement 19 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 Obvious ComplicatedComplex Chaotic Disorder Police Roadblock Traffic LightRoundabout Brownian Motion @danielwalsh
  • 20. Cynefin X Change 20 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 Obvious ComplicatedComplex Chaotic Disorder Standards, Hard Rules, & Policy Enforcement Define Ideal State & Close Gap Manage Evolutionary Potential of Present Invest in Advance of Need @danielwalsh Scientific Management “Popular” Systems ThinkingAnthro-Complexity Chaos Engineering* *Reference: http://principlesofchaos.org/ Netflix post on Chaos Automation Platform
  • 21. 21 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 Three Principles Three Heuristics Three Methods Environment and interactions matter Obliquity Dispositional not causal Emergent possibilities of the present Disintermediation Grow from smaller systems that work Simple rules Probes Sense-making Leading Complex Change
  • 22. 22 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 Emergent possibilities of the present Disintermediation Grow from smaller systems that work Simple rules Probes Sense-making Environment and interactions matter Context is king Dispositional not causal Three Principles Three Heuristics Three Methods Leading Complex Change
  • 23. Mathematics of Dots* 23 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 *Source: The Mathematics of Dots by Max Boisot Events as Dots Effect Patterns Connecting Dots Cause Links @danielwalsh Hindsight Does Not Lead To Foresight # of Dots # of Links # of Possible Patterns 4 6 64 10 45 ~35,000,000,000 n L=n(n-1)/2 P=2L
  • 24. 24 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 Emergent possibilities of the present Disintermediation Grow from smaller systems that work Simple rules Probes Sense-making Environment and interactions matter Context is king Dispositional not causal Three Principles Three Heuristics Three Methods Leading Complex Change
  • 25. Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec201725
  • 26. 26 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 Emergent possibilities of the present Disintermediation Grow from smaller systems that work Environment and interactions matter Context is king Dispositional not causal Three Principles Three Heuristics Three Methods Leading Complex Change Simple rules Probes Sense-making
  • 27. 27 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017 @danielwalsh Complex Disorder Complicated Bet Hypothesis
  • 28. Copyright © 2017 nuCognitive LLC. All rights reserved.28 CC BY-SA 3.0 Storyteller doll by Rose Pecos-Sun Rhodes Sensemaking is a form of distributed ethnography Draws on concepts from anthropology, cognitive science, & complexity Gets the organization to talk to itself about itself
  • 29. Sense-Making 29 Copyright © 2017 nuCognitive LLC. All rights reserved. Employee and Manager Alignment Attitudes towards change were
 thoughtful or enthusiastic. keep as is. Misaligned Aligned
  • 30. Interventions 30 Copyright © 2017 nuCognitive LLC. All rights reserved. Employee and Manager Alignment Attitudes towards change were
 thoughtful or enthusiastic. keep as is. Misaligned Aligned How do we get more stories like these & fewer stories like those?
  • 31. Complex Change Needs Ecological Metaphors Not Manufacturing Ones Change Agent As Gardener 31 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Dec2017
  • 32. 32 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Nov2017 A kƍan (ć…ŹæĄˆ) is a story, dialogue, question, or statement, which is used in Zen practice to provoke the "great doubt" and test a student's progress *Reference: https://en.wikipedia.org/wiki/K%C5%8Dan @danielwalsh
  • 33. 33 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Nov2017 The more things change, the more they stay the same. @danielwalsh
  • 34. 34 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Nov2017 A kƍan (ć…ŹæĄˆ) for the change agents
 @danielwalsh
  • 35. 35 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Nov2017 How do you work with people, @danielwalsh Go To The Gemba Kaizen with where they are at, with what you have, to make small changes for the better?
  • 36. 36 Copyright © 2017 nuCognitive LLC. All rights reserved. SOTA|Walsh;Nov2017 Thank You @danielwalsh Daniel.Walsh@nuCognitive.com