63
SCIENCE FOR IMAGINEERS KAOS PILOTS FEB 2012 NICK JANKEL, WECREATE @NICKWECREATE @NICKJANKEL

COMPLEXITY, CHAOS & CYNEFIN

Embed Size (px)

DESCRIPTION

Science for Change Agents, Innovators & Entrepreneurs. Day 3Complex systems in natureSelf-organisation & entropyChaos Theory & Modelling ChaosScale-free Networks & Power LawsDesigning resilient and self-organising human systemsThe Cynefin Codel: Change Making in Simple, Complicated, Complex and Chaotic real-world contextsMASTERCLASS FOR KAOS PILOTS, DENMARK

Citation preview

Page 1: COMPLEXITY, CHAOS & CYNEFIN

SCIENCE FOR IMAGINEERS

KAOS PILOTS FEB 2012

NICK JANKEL, WECREATE

@NICKWECREATE@NICKJANKEL

Page 2: COMPLEXITY, CHAOS & CYNEFIN

DAY 3CHAOS, COMPLEXITY & CYNEFIN

Page 3: COMPLEXITY, CHAOS & CYNEFIN

DRAW BREAKTHROUGH SYSTEM OF YOUR ‘PROBLEM’SPOT ASSUMPTIONSIDENTIFY SWEETSPOTS

Page 4: COMPLEXITY, CHAOS & CYNEFIN

COMPLEXITY

WORK WITH CYNEFIN MODEL, UNDERSTAND DIFFERENCES BETWEEN THE FIELDS OF SIMPLE, COMPLICATED, COMPLEX AND CHAOS AND HOW THERE IS DIFFERENT METHODS TO APPLY WHEN YOU WORK IN THE DIFFERENT FIELDS.

BEING ABLE TO ANALYZE AND UNDERSTAND IF A PROBLEM IS IN THE VARIOUS FIELDS

TODAY

Page 5: COMPLEXITY, CHAOS & CYNEFIN

HEARTCLARITY, POSSIBILITY

Page 7: COMPLEXITY, CHAOS & CYNEFIN
Page 8: COMPLEXITY, CHAOS & CYNEFIN

ANTSNEITHER INDIVIDUAL NOR GROUP BEHAVIOURSIGNALINGADAPTATION TO WEATHER / ATTACKHOW THROUGH EVOLUTION?

Page 9: COMPLEXITY, CHAOS & CYNEFIN

COMPLEX / ADAPTIVEBRAINSHEART MUSCLEIMMUNE SYSTEMINSECT COLONIESGLOBAL ECONOMY

Page 10: COMPLEXITY, CHAOS & CYNEFIN

BRAIN

Page 11: COMPLEXITY, CHAOS & CYNEFIN
Page 12: COMPLEXITY, CHAOS & CYNEFIN
Page 14: COMPLEXITY, CHAOS & CYNEFIN

COMPLEXNON-LINEAR COLLECTIVE BEHAVIOURFEEDBACK, SIGNALING & INFO PROCESSINGADAPTATION VIA LEARNING OR EVOLUTIONHAVE A HISTORYNESTED HIERARCHIESSELF-ORGANISED EMERGENCE

Page 15: COMPLEXITY, CHAOS & CYNEFIN
Page 16: COMPLEXITY, CHAOS & CYNEFIN

WEBOF CAUSATION

Page 17: COMPLEXITY, CHAOS & CYNEFIN

SELFORGANISATION

ORDER FOR FREE!

Page 18: COMPLEXITY, CHAOS & CYNEFIN

ORDERCOMES FROM DISORDER

Page 19: COMPLEXITY, CHAOS & CYNEFIN

DEFIESENTROPY!

Page 20: COMPLEXITY, CHAOS & CYNEFIN

LIFEC, H, O, N, S, P, FE CREATE ALL

Page 21: COMPLEXITY, CHAOS & CYNEFIN

ROBUSTNESS, FLEXIBILITY, SPONTANEOUS INNOVATION.

SEMI-AUTONOMOUS FUNCTIONING NEEDING MINIMAL SUPERVISION

SELF-ORGANISATION

Page 22: COMPLEXITY, CHAOS & CYNEFIN

CONTROLNATURAL RESPONSE TO FIX COMPLEX PROBLEMS

BUT LOSE RESILIENCE & CREATIVE OF SYSTEM (AND FAILS)

Page 23: COMPLEXITY, CHAOS & CYNEFIN

“If biologists have ignored self-organization, it is not because self-ordering is not pervasive and profound. It is because we biologists have yet to understand how to think about systems governed simultaneously by two sources of order, Yet who seeing the snowflake, who seeing simple lipid molecules cast adrift in water forming themselves into cell-like hollow lipid vesicles, who seeing the potential for the crystallization of life in swarms of reacting molecules, who seeing the stunning order for free in networks linking tens upon tens of thousands of variables, can fail to entertain a central thought: if ever we are to attain a final theory in biology, we will surely, surely have to understand the commingling of self-organization and selection. We will have to see that we are the natural expressions of a deeper order. Ultimately, we will discover in our creation myth that we are expected after all.”

STUART KAUFFMAN

Page 24: COMPLEXITY, CHAOS & CYNEFIN

BIRDSSTAY CLOSEMATCH VELOCITYAVOID OBSTACLES

Page 25: COMPLEXITY, CHAOS & CYNEFIN

BIRDSSTAY CLOSEMATCH VELOCITYAVOID OBSTACLES

Page 26: COMPLEXITY, CHAOS & CYNEFIN

BIRDSSTAY CLOSE (COHESION)MATCH DIRECTION & VELOCITY (ALIGNMENT)AVOID COLLISION (SEPERATION)

Page 27: COMPLEXITY, CHAOS & CYNEFIN

WHAT ARE THE ‘RULES’ FOR KP BEHAVIOUR?

Page 28: COMPLEXITY, CHAOS & CYNEFIN

WEATHERNON-LINEARNON-EQUILIBRIUM

Page 31: COMPLEXITY, CHAOS & CYNEFIN

HUMANSDO NOT OPERATE IN EQUILIBRIUMS EITHER

Page 32: COMPLEXITY, CHAOS & CYNEFIN

NETWORKSC. ELEGANSBRAINWEBHOLLYWOODNATIONAL GRIDMETABOLISMGENE EXPRESSION

Page 33: COMPLEXITY, CHAOS & CYNEFIN

NETWORKSSMALL WORLD

Page 34: COMPLEXITY, CHAOS & CYNEFIN

SCALE FREEHUBSHETEROGENOUS NODESSELF-SIMILARITY

Page 35: COMPLEXITY, CHAOS & CYNEFIN
Page 36: COMPLEXITY, CHAOS & CYNEFIN
Page 37: COMPLEXITY, CHAOS & CYNEFIN

RICHGET RICHER

Page 38: COMPLEXITY, CHAOS & CYNEFIN

EPIDEMIOLOGYSEXUAL HUBS IN HIV

Page 39: COMPLEXITY, CHAOS & CYNEFIN

1/n

Page 41: COMPLEXITY, CHAOS & CYNEFIN

FAILURECASCADING

Page 42: COMPLEXITY, CHAOS & CYNEFIN

RESILIENCEEXCEPT FOR HUBS!

Page 43: COMPLEXITY, CHAOS & CYNEFIN

PHASE TRANSITIONS

Page 44: COMPLEXITY, CHAOS & CYNEFIN

STASIS EDGE OF CHAOS INSTABILITY

DIVERSITY LOW OPTIMAL HIGH

FLOW OF INFO LOW OPTIMAL HIGH

RICHNESS OF CONNECTIONS LOW OPTIMAL HIGH

ANXIETY LOW OPTIMAL HIGH

POWER HIGH OPTIMAL LOW

Page 45: COMPLEXITY, CHAOS & CYNEFIN

EDGEOF CHAOS

MAXIMUM RATES OF GENERATION / EVOLUTION

Page 46: COMPLEXITY, CHAOS & CYNEFIN

COMPLEXITYCOSTS

Page 47: COMPLEXITY, CHAOS & CYNEFIN

BACKGAMMON

Page 48: COMPLEXITY, CHAOS & CYNEFIN

HOW DO YOU RATE ON THESE & WHICH IS STRONGEST & WEAKEST?AGILEATTENTIONEXPERIMENTROBUSTOPEN TO MULTIPLE POSSIBILITIES

Page 49: COMPLEXITY, CHAOS & CYNEFIN

MAKINGCHANGE IN COMPLEX SYSTEMS

Page 50: COMPLEXITY, CHAOS & CYNEFIN

“Thinking more deeply about institutions and complexity raises major dilemmas for development interventions. On the one hand, tackling poverty, achieving social justice and protecting the environment clearly require institutional transformation. On the other, institutions cannot be effectively changed in a neatly planned, top-down manner.”

JIM WOODHILL

Page 51: COMPLEXITY, CHAOS & CYNEFIN

“Don’t disturb complicated systems that have been around for a very long time. We don’t understand their logic…  Leave it the way we found it, regardless of scientific ‘evidence’.”

N. NICHOLAS TALEB

Page 52: COMPLEXITY, CHAOS & CYNEFIN

REMEMBERDYNAMIC, RICH INTERACTIONSDIFFERENT PEOPLE, DIFFERENT LEVELSFEEDBACK LOOPSNON-LINEAR, UNPREDICTABLEEMERGENT CHARACTERISTICSSMALL CHANGES CAN HAVE LARGE IMPACTSHISTORY CAN MAKE A DIFFERENCE

Page 53: COMPLEXITY, CHAOS & CYNEFIN

HUMANITYCHANGE CAN ONLY HAPPEN WITH PEOPLE

Page 54: COMPLEXITY, CHAOS & CYNEFIN

RECEIVEDWISDOM DOESN’T ALWAYS APPLY

Page 55: COMPLEXITY, CHAOS & CYNEFIN

CYNEFINIBM ET. AL.

Page 56: COMPLEXITY, CHAOS & CYNEFIN

“Often the only way to improve a complex system is to probe its limits by forcing it to fail in various ways.”

KEVIN KELLY

Page 57: COMPLEXITY, CHAOS & CYNEFIN

Disorder

Simple

Predictable causes and effectsUse best-practice

Focus on co-ordination

Complicated

Known causes and effectsUse good practice

Focus on co-operation

Complex

Understandable root causes Use emergent practice

(harness principles)Focus on collaboration

Chaotic

Unknowable causes / effectsUse new practice

Focus on co-creation

Sense. Analyze. Respond

Sense. Categorize. Respond

Sense. Explore. Respond

Explore. Sense. Respond

The Cynefin Model

Page 58: COMPLEXITY, CHAOS & CYNEFIN

BRAINSTORM PROBLEMS FOR EACH PART OF THE CYNEFIN MODELWHAT KIND OF INTERVENTIONS / APPROACHES?

Page 59: COMPLEXITY, CHAOS & CYNEFIN

“Part of reinventing the sacred is to heal...injuries that we hardly know we suffer. If we are members of a universe in which emergence and ceaseless creativity abound, if we take that creativity as a sense of God we can share, the resulting sense of the sacredness of all of life and the planet can help orient our lives beyond the consumerism and commodification the industrialized world now lives, heal the split between reason and faith, heal the split between science and the humanities, heal the want of spirituality, heal the wound derived from the false reductionist belief that we live in a world of fact without values, and help us jointly build a global ethic. These are what is at stake in finding a new scientific worldview that enables us to reinvent the sacred.”

STUART KAUFFMAN

Page 60: COMPLEXITY, CHAOS & CYNEFIN

HEARTCLARITY, POSSIBILITY

Page 61: COMPLEXITY, CHAOS & CYNEFIN

WHAT KIND OF CONTEXT ARE YOU WORKING IN?HOW DOES THIS IMPACT YOUR POTENTIAL INTERVENTIONS?WHAT WOULD BE YOUR YEAR 1 IMPLEMENTATION STRATEGY?

Page 62: COMPLEXITY, CHAOS & CYNEFIN

ACKNOWLEDGEMENTSFRANK BARRETT & DAVID COOPERRIDER (AI)PETER SENGE (SYSTEMS)STANFORD ENCYLOPEDIA OF PHILOSOPHYWIKIPEDIAMICHELLE HOLLIDAY (COMPLEXITY)BELTOWSKA & RAE (SYSTEMS IMAGES)AIDAN WARD & RICHARD VERYARD (SYSTEMS)RICHARD SEEL (COMPLEXITY)

Page 63: COMPLEXITY, CHAOS & CYNEFIN

[email protected]

WECREATE.CC (THIS WILL BE UP IN FEW DAYS)NICKJANKEL.COM