SlideShare a Scribd company logo
S W A R M I N G
D H A V A L P A N C H A L
© 2 0 1 5 S W A R M I N G B Y D H A V A L P A N C H A L I S L I C E N S E D U N D E R A C R E A T I V E
C O M M O N S A T T R I B U T I O N - S H A R E A L I K E 4 . 0 I N T E R N A T I O N A L L I C E N S E .
throwing bodies at the problem is NOT swarming
S W A R M
a large number of animate or inanimate things massed together and
usually in motion.
- M E R R I A M - W E B S T E R . C O M
S W A R M
I N T E L L I G E N C E
The collective behavior that
emerges from a group of social
insects has been dubbed “swarm
intelligence”
S W A R M I N T E L L I G E N C E : H B R [ 2 0 0 1 ]
C H A R A C T E R I S T I C S
• Flexibility
C O L O N Y C A N A D A P T T O C H A N G I N G E N V I R O N M E N T
• Robustness
G R O U P C A N P E R F O R M I T S F U N C T I O N S E V E N W H E N
I N D I V I D U A L S F A I L S
• Self-Organization
N E I T H E R C E N T R A L L Y C O N T R O L L E D N O R L O C A L L Y
S U P E R V I S E D
S W A R M I N T E L L I G E N C E : H B R [ 2 0 0 1 ]
2 0 0 M I L L I O N I N S E C T S F O R E V E R Y H U M A N O N
P L A N E T
S O U R C E : B U G I N F O - S M I T H S O N I A N I N S T I T U T I O N
R E S E A R C H
• Observe social insect behavior
• Develop a model that explains
• Use model as inspiration
• Create practical experiments to solve similar problems
] B I O L O G I S T S
S O M E
A P P L I C A T I O N S
What can nature teach us
(humans) about organization?
How can we apply principles
learned from nature to our
advantage?
Is there a practical way to use
these strategies?
D I S C L A I M E R
R E S E A R C H E
R
E R U D I T
E
T I N K E R
S W A R M I N G : P E O P L E
everyonedoing
differentthings
every one doing same thing
Soldiers in Parade
(little or no individual autonomy)
People at a mall
(high individual autonomy)
S O M E K I N D O F
C O O R D I N A T E D
R E S P O N S E
C O N V E N T I O N A L N O T I O N S
• swarming is a fire drill
• swarming means every body works on the same thing
• swarming means absence of rules or processes
• swarming is equally useful in all environments
E R R O R I S A R C H I T E C T U R E
contribute to their success by enabling them to discover and EXPLORE in add
P R I N C I P A L G O A L
Swarming is about exploring
for varieties in response and
exploiting options that yield
“good” outcomes.
“varietyisabsenceofuniformity”-Ashby
A S H B Y ’ S L A W O F R E Q U I S I T E V A R I E T Y
responsevariety demand variety from environment
“Restrictions of variety in
outcomes to the subset that
is valued as “good”
demands certain variety in
response to variety in
demand from environment”
“survive”
Vr > Vo
“fail”
Vr < Vo
E X A M P L E
Scrum “Team Awesome” is facing a tight deadline with stakeholders (five)
demanding increase in scope and cannot find agreement. Stakeholders
frequently make direct requests to team members
What are some possible outcomes ?
• M I S S E D D E L I V E R Y D A T E
• M I S S E D D E L I V E R Y S C O P E O N D A T E
• M I S S E D D E L I V E R Y D A T E A N D S C O P E
• “ T E A M A W E S O M E ” R E P R I M A N D E D
• S T A K E H O L D E R ( S ) A P O L O G I Z E F O R C O N F U S I O N ; )
• P R O D U C T S H I P P E D O N T I M E , W I T H A L L S C O P E A N D P O O R Q U A L I T Y
• E X P E C T A T I O N S A R E W E L L M A N A G E D A N D R I G H T P R O D U C T I S S H I P P E D A T T H E R I G H T
T I M E W I T H T H E R I G H T Q U A L I T Y ( “ G O O D ” O U T C O M E )
• E T C . .
E X A M P L E
How should this scrum team respond ?
I D E O L O G I C A L
Product Owner takes ownership of prioritizing
product backlog and responsibility of managing
stakeholder politics/expectations to effectively
take ownership of date and scope changes.
T Y P I C A L
Every team member does their own thing. Some
work late to meet their favorite/feared
stakeholder’s requirements. Others feel
overwhelmed and dig into their module of
technical system.
C O N V E R G E N C E D I V E R G E N C E
O U T C O M E
Depends on “talent” of product owner
O U T C O M E
Unpredictable, Luck dictates!
Trying to get stakeholder(s) to
agree will eat away valuable time
away from already tight schedule.
Reducing scope will likely upset
one or more stakeholders who
may stand in way of funding next
project or result in a crappy
product or both.
E X A M P L E : V A R I E T Y I N C H A L L E N G E S
• Tight deadline
• Multiple stakeholders
• increase in scope
• agreement between stakeholder(s)
• Stakeholders assigning work to team
members
At least five (5), most likely much higher
than 5, when stakeholder’s perspective is
included.
Will NOT work
“change one variable at a time”
Classical Approach
“ V A R I E T Y D E S T R O Y S V A R I E T Y ”
A S H B Y ’ S L A W
Variety of challenge must be met with variety in response
i.e., Must address all challenges simultaneously not individually
“ C O M P L E T E A C T I O N B R I N G S I N T E L L I G E N C E ”
Theories, ideas, belief’s, dogma’s kill originality and create divides.
Total action unites.
- J I D D U K R I S H N A M U R T H Y
Striving for Ideals of “being _____ (agile)” get in the way of doing.
S W A R M I N G E X A M P L E S ( P E O P L E )
• Open Space Technology
• Wikipedia
• Large Scale Agile team formation events
• Open Source
W H E N A S I M P L E R L I N E A R *
R E S P O N S E C A N B E
A T T E M P T E D , T R Y T H A T
F I R S T .
* R E S P O N S E I N A L I G N M E N T W I T H P R O B L E M V E C T O R I S A
L I N E A R R E S P O N S E . E X A M P L E A T E C H N I C A L R E S P O N S E
T O A T E C H N I C A L P R O B L E M
S W A R M I N G T R I G G E R S
• Typical linear response did not work
• Feeling overwhelmed
• Too many issues at the same time
• Environment introduced new variety
of challenge
• Mismatched anxiety
• Inability to understand pattern in
demand variety
S W A R M I N G M I N D S E T
A C T I O N B I A S
• Explore and Exploit are
action states. “Try over
think”
• If a variation works, exploit
it further; ask not why it
works.
D Y N A M I C C O N T E X T
• Do not assume environment to
be unchanging.
• Accept that solutions are valid
merely to the point they are
working
G I V E U P O N
U N D E R S T A N D I N G
• Do not attempt to “fully”
understand.
• Collect
information/measurements
necessary for job, no more.
P A T T E R N S K E P T I C
• A recognizable pattern
within; never describes the
“whole”.
• Knots : Utterly un-
uderstandable areas of
problem or solution.
S W A R M I N G T E N E T S
T E N E T :
P E R S O N A L A U T O N O M Y
Individual in a Swarm can choose to
maintain “explore” or “exploit” state
on their own accord, irrespective of
the overall state of swarm.
T E N E T : P E R S O N A L A C C O U N T A B I L I T Y
You are completely and exclusively responsible for your own
actions. “just doing what I’m told” - is a cop out.
T E N E T : F E E D B A C K
Anyone and Everyone impacted by a member behavior provides
“impact feedback” (not judgmental) to member (only)
AND
Once and only once.
T E N E T : I M P R O V I S E
Support, follow, help individual’s or group’s objective by your
actions, in your own way.
T E N E T : M I M I C
When in doubt, copy someone.
T E N E T : B Y E X A M P L E
No one can decide for another. You decide - you act.
T E N E T : E X P U L S I O N
If you are on your own, then you
have divorced from swarm or
expelled by swarm. To participate
join others.
T E N E T : R E C R U I T I N G
When others mimic or act in support of your
task, you have recruited.
T E N E T : C O N N E C T E D R E S P O N S I V E N E S S
“Vulnerability (fragility) is connectivity without responsiveness.
Responsiveness enables connectivity to lead to opportunity.”
- N . T A L E B ( A N T I F R A G I L I T Y )
T E N E T : O B J E C T I O N
I Know it to be wrong.
I think
I guess
experience
C H A L L E N G E S
S W A R M I N G
M A N A G E M E N T B Y A B S T R A C T I O N
R E S O U R C E = M E A T B A S E D F U N G I B L E P R O G R A M M I N G U N I T
K E Y P E R F O R M A N C E I N D I C A T O R S
P R O X Y A U T H O R I T Y
E M P L O Y E E S E X P E C T E D T O D O W H A T T H E Y A R E T O L D
L O C A L I Z E D M E T R I C S
D I S S E C T E D G O A L S
M A T R I X , H I E R A R C H I C A L , B U N C H O F B O X E S A N D A R R O W S
P E R F O R M A N C E A P P R A I S A L S
“ M O R E I S B E T T E R ”
T A N T R U M D R I V E N : I W A N T A L L S C O P E , O N T I M E , O N B U D G E T , I W A N T I T , I W A N T I T , I W A N T I T …
“ R U N I T B Y M E F I R S T ”
L O C A L O P T I M I Z A T I O N S
P R O X Y M E A S U R E M E N T S
T O K E N M I L L E N N I A L
S H A R E H O L D E R V A L U E O P T I M I Z A T I O N
B A D P R O F I T S
U N I N S P I R I N G L E A D E R S H I P
R E P O R T I N G
C H I E F M O T I V A T I O N A L F A C T O R : C Y A
C H A I N O F C O M M A N D
D I S E N G A G E D E M P L O Y E E S
N O I N V E S T M E N T I N D E V E L O P I N G E M P L O Y E E C O M P E T E N C Y
F E A R O F R E J E C T I O N
M O D E L O B S E S S I O N
I G N O R I N G “ R O U G H N E S S ” O F R E A L I T Y
L A C K O F P R I O R I T I Z A T I O N
W O R K E R S A R E P E R C E I V E D T O B E L A Z Y & M A N A G E M E N T T O B E D U M B
“Thereisnoproblemthatadding
anotherlayerofmanagement
cannotresolve”
OPERATINGMANTRA
MANAGINGTASKS
MANAGINGPEOPLE
B L A M E
Desire to have someone to blame will
always impose hierarchical
ineffectiveness to cooperation
L I M I T I N G O R G A N I Z A T I O N
I N T E L L I G E N C E ?
Managers often live with a
problem they do not
understand, but cannot
accept a solution they do
not understand.
- Y V E S M O R V E U X
“When we don't cooperate we need more time, more equipment,
more systems, more teams”
M A N A G E C O N T E X T
C O N T R O L O U T C O M E S
“All gardeners live in beautiful places because they make them so”
- J O S E P H J O U B E R T
G R E A T E R C A U S E
“We are little men serving great causes,
but because the cause is great, something
of that greatness falls upon us also.”
- J A W A H A R L A L N E H R U , 1 9 4 6
RESHAPECULTURE
- C E O L E G O G R O U P : J O R G E N V I G K N U D S T O R P
“Blame is not for failure. It is for failing to help or ask for help”
C H A M P I O N F O R M O R A L A N D E T H I C A L
R E S P O N S I B I L I T Y
- D A V I D M A R Q U E T
“When people feel like they matter, they make decisions as if the
CEO is behind them or make even better decisions”
H T T P S : / / W W W . Y O U T U B E . C O M / W A T C H ? V = O Q M D L C Y E S _ Q
T O B E C O N T I N U E D …
E V O L U T I O N I S A W O R K I N P R O G R E S S
I N S P I R A T I O N
Yaneer Bar-Yam : http://new.livestream.com/wikimania/saturday2014/videos/58728433 : Wikimania 2014 London
Yves Morveux : https://www.ted.com/talks/yves_morieux_as_work_gets_more_complex_6_rules_to_simplify#t-7329 : Ted
Talks 2013
Eric Bonabeau and Christopher Meyer: Swarm Intelligence
Steven Johnson : Emergence
Principles of self-organizing systems - W.Ross Ashby
Requisite variety and its implications for control of complex systems - W. Ross Ashby 1958
David Marquet: https://www.youtube.com/watch?v=OqmdLcyES_Q
Nassim Nicholas Taleb : Anti-fragility : Things that gain from disorder (Incerto)
Dee Hock : Birth of Chaordic age
M E D I A C R E D I T S
F I R E F L I E S S Y N C : H T T P S : / / W W W . Y O U T U B E . C O M / W A T C H ? V = S R O K Y E L A W B O
T O O M A N Y C O O K S S P O I L T H E B R O T H : N E I L M O R A L E E : F L I C K R
S T A R L I N G S W A R M : G A I L J O H N S O N : F L I C K R
B E E C O L O N Y : U S D E P T O F A G R I C U L T U R E : 2 0 1 3 0 5 2 2 - N R C S - L S C - 0 1 8 0
S W A R M O F B I T I N G M I D G E S O N S O C C E R F I E L D : W O O D L E Y W O N D E R W O R K S : F L I C K R
S O U T H W E S T 7 3 7 P R E P A R E S F O R E A R L Y M O R N I N G D E P A R T U R E : A N G E L O D E S A N T I S
T H E R E T U R N O F T H E K I N G S C E N E 1 3 8 : A N D Y Z E I G E R T : F L I C K R
Q U A D R A T U R E S : G R A S P L A B : H T T P S : / / W W W . Y O U T U B E . C O M / W A T C H ? V = Y Q I M G V 5 V T D 4 # T = 7 4
W R O N G W A Y : R O B E R T F O R N A L : F L I C K R
R O B O T B U S I N E S S M A N : I O S P H E R E : H T T P : / / F R E E D I G I T A L P H O T O S . N E T
I N D I A N A L P H O N S O M A N G O - P A R S H O T A M L A L T A N D O N : F L I C K R
C H O C O L A T E B O X : J A S O N S E B B A R B E R : F L I C K R
A N T S A S I M U L A T I O N : D I G I T A L F R O N T I E R S : H T T P S : / / W W W . Y O U T U B E . C O M / W A T C H ? V = K N 0 M 4 9 I Q F R C
M E X I C A N W A V E 2 0 1 3 H D : H T T P S : / / W W W . Y O U T U B E . C O M / W A T C H ? V = 9 I F C F W S E T D Y
T H E L I V E R P O O L C E N T R A L L I B R A R Y : T E R R Y K E A R N E Y : F L I C K R
C O S C H D A : 4 6 / 3 6 5 : F L I C K R
M I N D T H E G A P : M A R C O L E O : F L I C K R
E A R T H E A S T : N A S A
Y O U H A V E F A I L E D M E B R A I N : R O B O C O L D E C A L : C O P Y R I G H T U N C E R T A I N
T H A N K S G I V I N G P O S T C A R D S - 0 9 5 : A R T V I N T A G E 1 8 0 0 S . E T S Y . C O M : F L I C K R
D Y E : I K A M A Y A M A : F L I C K R
T H E M I R R O R : R I C C A R D O C U P P I N I : F L I C K R
M I R R O R M I R R O R : M A R K O K I V E L A : F L I C K R
R A M B O : W I K I P E D I A
B L A M E : 周 小 逸 I A N : F L I C K R
D O N T B L A M E U S : R E D W O L F O Z : F I C K R
C H I L D E R N P L A Y I N G A T G R E E N W I C H P A R K 4 : V I S I T G R E E N W I C H : F L I C K R
S T O P 1 : T E U N I E V A N H E R N E N : F L I C K R
J A N M A S H T A M I C E L E B R A T I O N S I N M U M B A I , I N D I A : S A N D E E P A C H E T A N : F L I C K R
C O M P A S S S T U D Y : C A L S I D Y R O S E : F L I C K R
R A N D O M S C A L E F R E E N E T W O R K : S I M O N C O C K E L L : F L I C K R
C R Y S T A L C A S T L E G A R D E N W O R K E R S : J O H N : F L I C K R
l Panchal is licensed under a Creative Commons Attribution-ShareAlike 4.0 Int
http://creativecommons.org/licenses/by-sa/4.0/

More Related Content

What's hot

XD Immersive: Andrew McHugh, "Making the Transition to VR / AR Experience Des...
XD Immersive: Andrew McHugh, "Making the Transition to VR / AR Experience Des...XD Immersive: Andrew McHugh, "Making the Transition to VR / AR Experience Des...
XD Immersive: Andrew McHugh, "Making the Transition to VR / AR Experience Des...
UX STRAT
 
Culture of Engagement
Culture of EngagementCulture of Engagement
Culture of Engagement
JR Harrell
 
Touch Drive - A touch-based multi-function controller for autonomous driving
Touch Drive - A touch-based multi-function controller for autonomous drivingTouch Drive - A touch-based multi-function controller for autonomous driving
Touch Drive - A touch-based multi-function controller for autonomous driving
Juntima Nawilaijaroen
 
Teamwork, the Foundation for Every Strong Business by Noble Newman
Teamwork, the Foundation for Every Strong Business by Noble NewmanTeamwork, the Foundation for Every Strong Business by Noble Newman
Teamwork, the Foundation for Every Strong Business by Noble Newman
Noble Newman
 
Four Architectural Patterns
Four Architectural Patterns Four Architectural Patterns
Four Architectural Patterns
David Simons
 
Extreme Engagement: Strategies that Enhance Adult Learning & Memory
Extreme Engagement: Strategies that Enhance Adult Learning & MemoryExtreme Engagement: Strategies that Enhance Adult Learning & Memory
Extreme Engagement: Strategies that Enhance Adult Learning & Memory
Kristi Casey Sanders, CMP, CMM, DES, HMCC
 
People Centred Design & Working Agile
People Centred Design & Working AgilePeople Centred Design & Working Agile
People Centred Design & Working Agile
David Haddow
 
Extreme Engagement: Choose Your Own Adventure
Extreme Engagement: Choose Your Own AdventureExtreme Engagement: Choose Your Own Adventure
Extreme Engagement: Choose Your Own Adventure
Kristi Casey Sanders, CMP, CMM, DES, HMCC
 

What's hot (8)

XD Immersive: Andrew McHugh, "Making the Transition to VR / AR Experience Des...
XD Immersive: Andrew McHugh, "Making the Transition to VR / AR Experience Des...XD Immersive: Andrew McHugh, "Making the Transition to VR / AR Experience Des...
XD Immersive: Andrew McHugh, "Making the Transition to VR / AR Experience Des...
 
Culture of Engagement
Culture of EngagementCulture of Engagement
Culture of Engagement
 
Touch Drive - A touch-based multi-function controller for autonomous driving
Touch Drive - A touch-based multi-function controller for autonomous drivingTouch Drive - A touch-based multi-function controller for autonomous driving
Touch Drive - A touch-based multi-function controller for autonomous driving
 
Teamwork, the Foundation for Every Strong Business by Noble Newman
Teamwork, the Foundation for Every Strong Business by Noble NewmanTeamwork, the Foundation for Every Strong Business by Noble Newman
Teamwork, the Foundation for Every Strong Business by Noble Newman
 
Four Architectural Patterns
Four Architectural Patterns Four Architectural Patterns
Four Architectural Patterns
 
Extreme Engagement: Strategies that Enhance Adult Learning & Memory
Extreme Engagement: Strategies that Enhance Adult Learning & MemoryExtreme Engagement: Strategies that Enhance Adult Learning & Memory
Extreme Engagement: Strategies that Enhance Adult Learning & Memory
 
People Centred Design & Working Agile
People Centred Design & Working AgilePeople Centred Design & Working Agile
People Centred Design & Working Agile
 
Extreme Engagement: Choose Your Own Adventure
Extreme Engagement: Choose Your Own AdventureExtreme Engagement: Choose Your Own Adventure
Extreme Engagement: Choose Your Own Adventure
 

Viewers also liked

Coaching opposing sides large scale lean program management
Coaching opposing sides   large scale lean program managementCoaching opposing sides   large scale lean program management
Coaching opposing sides large scale lean program management
Dhaval Panchal
 
Coaching smells
Coaching smellsCoaching smells
Coaching smells
Dhaval Panchal
 
Swarming Panchal Agile2008
Swarming Panchal Agile2008Swarming Panchal Agile2008
Swarming Panchal Agile2008
Dhaval Panchal
 
Keeping Product Backlog Healthy
Keeping Product Backlog HealthyKeeping Product Backlog Healthy
Keeping Product Backlog Healthy
Dhaval Panchal
 
Agile 101 Basic Measurement
Agile 101 Basic MeasurementAgile 101 Basic Measurement
Agile 101 Basic Measurement
Dhaval Panchal
 
Pptx estimating is not planning
Pptx estimating is not planningPptx estimating is not planning
Pptx estimating is not planning
Dhaval Panchal
 
Artificial life (2005)
Artificial life (2005)Artificial life (2005)
Artificial life (2005)Miriam Ruiz
 
social organisation of honey bee
social organisation of honey beesocial organisation of honey bee
social organisation of honey bee
Anju Sudevan
 
INSECT THERMO DYNAMICS
INSECT THERMO DYNAMICS INSECT THERMO DYNAMICS
INSECT THERMO DYNAMICS
Asst Prof SSNAIK ENTO PJTSAU
 
Ch 2 The Honey Bee's World, PPT by Dr. Kristen Healy, Entomologist, LSU AgCenter
Ch 2 The Honey Bee's World, PPT by Dr. Kristen Healy, Entomologist, LSU AgCenterCh 2 The Honey Bee's World, PPT by Dr. Kristen Healy, Entomologist, LSU AgCenter
Ch 2 The Honey Bee's World, PPT by Dr. Kristen Healy, Entomologist, LSU AgCenter
LSU Agcenter, LA Master Beekeeper Advisory Group
 
Insects Powerpoint
Insects PowerpointInsects Powerpoint
Insects Powerpoint
hewittw
 
Honey Bee Presentation Final
Honey Bee Presentation FinalHoney Bee Presentation Final
Honey Bee Presentation Final
MelissaDNourigat
 

Viewers also liked (16)

Coaching opposing sides large scale lean program management
Coaching opposing sides   large scale lean program managementCoaching opposing sides   large scale lean program management
Coaching opposing sides large scale lean program management
 
Coaching smells
Coaching smellsCoaching smells
Coaching smells
 
Ipma scrum keynote
Ipma scrum keynoteIpma scrum keynote
Ipma scrum keynote
 
Swarming Panchal Agile2008
Swarming Panchal Agile2008Swarming Panchal Agile2008
Swarming Panchal Agile2008
 
Keeping Product Backlog Healthy
Keeping Product Backlog HealthyKeeping Product Backlog Healthy
Keeping Product Backlog Healthy
 
Agile 101 Basic Measurement
Agile 101 Basic MeasurementAgile 101 Basic Measurement
Agile 101 Basic Measurement
 
Pptx estimating is not planning
Pptx estimating is not planningPptx estimating is not planning
Pptx estimating is not planning
 
Social behavior
Social behaviorSocial behavior
Social behavior
 
Artificial life (2005)
Artificial life (2005)Artificial life (2005)
Artificial life (2005)
 
social organisation of honey bee
social organisation of honey beesocial organisation of honey bee
social organisation of honey bee
 
INSECT THERMO DYNAMICS
INSECT THERMO DYNAMICS INSECT THERMO DYNAMICS
INSECT THERMO DYNAMICS
 
Ch 2 The Honey Bee's World, PPT by Dr. Kristen Healy, Entomologist, LSU AgCenter
Ch 2 The Honey Bee's World, PPT by Dr. Kristen Healy, Entomologist, LSU AgCenterCh 2 The Honey Bee's World, PPT by Dr. Kristen Healy, Entomologist, LSU AgCenter
Ch 2 The Honey Bee's World, PPT by Dr. Kristen Healy, Entomologist, LSU AgCenter
 
Insects
InsectsInsects
Insects
 
Insects Powerpoint
Insects PowerpointInsects Powerpoint
Insects Powerpoint
 
Ecology
EcologyEcology
Ecology
 
Honey Bee Presentation Final
Honey Bee Presentation FinalHoney Bee Presentation Final
Honey Bee Presentation Final
 

Similar to Swarming 2015 copy powerpoint

20151015 earthsimulationoceanusoct
20151015 earthsimulationoceanusoct20151015 earthsimulationoceanusoct
20151015 earthsimulationoceanusoct
Anselm Hook
 
Hard to Reach Users in Easy to Reach Places
Hard to Reach Users in Easy to Reach PlacesHard to Reach Users in Easy to Reach Places
Hard to Reach Users in Easy to Reach Places
Mike Crabb
 
Lessons-learned from embedding design into a developmental evaluation: The si...
Lessons-learned from embedding design into a developmental evaluation: The si...Lessons-learned from embedding design into a developmental evaluation: The si...
Lessons-learned from embedding design into a developmental evaluation: The si...
Chi Yan Lam, CE
 
Creating success through health. Workplace health and wellness strategies
Creating success through health. Workplace health and wellness strategiesCreating success through health. Workplace health and wellness strategies
Creating success through health. Workplace health and wellness strategies
Dr Gary Tho
 
Class Discussion as a Learning Strategy
Class Discussion as a Learning StrategyClass Discussion as a Learning Strategy
Class Discussion as a Learning Strategy
Glen Andersen
 
An intro to Service design
An intro to Service designAn intro to Service design
An intro to Service design
Commonwealth Bank
 
Entrepreneur Characteristics
Entrepreneur CharacteristicsEntrepreneur Characteristics
Entrepreneur Characteristics
Dr. N. Asokan
 
Disruptive Testing
Disruptive TestingDisruptive Testing
Disruptive Testing
Anne-Marie Charrett
 
What is Student Centered Coaching?
What is Student Centered Coaching?What is Student Centered Coaching?
What is Student Centered Coaching?
North Kansas City Schools
 
How to Budget Your Time
How to Budget Your TimeHow to Budget Your Time
How to Budget Your Time
Tony Ferrar
 
Agile metrics
Agile metricsAgile metrics
Agile metrics
Chandan Patary
 
Practical Approaches to Managing International Development Projects in the Fa...
Practical Approaches to Managing International Development Projects in the Fa...Practical Approaches to Managing International Development Projects in the Fa...
Practical Approaches to Managing International Development Projects in the Fa...
Emanuel Souvairan
 
Gamification World Congress 2015 - Resumen
Gamification World Congress 2015 - Resumen Gamification World Congress 2015 - Resumen
Gamification World Congress 2015 - Resumen
Dassia Legorreta
 
How can documentation become inherently Agile?
How can documentation become inherently Agile?How can documentation become inherently Agile?
How can documentation become inherently Agile?
eBranding Ninja
 
Enactus Maitreyi 2015-16 Orientation
Enactus Maitreyi 2015-16 OrientationEnactus Maitreyi 2015-16 Orientation
Enactus Maitreyi 2015-16 Orientation
Sanchila Arora
 
TECHnosterone and UXtrogens: field check
TECHnosterone and UXtrogens: field checkTECHnosterone and UXtrogens: field check
TECHnosterone and UXtrogens: field check
Goulven Champenois
 
UX in E-commerce & Conversion
UX in E-commerce & ConversionUX in E-commerce & Conversion
UX in E-commerce & Conversion
Elymar Apao
 
Process Theory.pptx
Process Theory.pptxProcess Theory.pptx
Process Theory.pptx
SyrelJeanParayday
 
i-lovelearning Madrid 2017 | The Role of L&D in the Modern Organisation [EN]
i-lovelearning Madrid 2017 | The Role of L&D in the Modern Organisation [EN]i-lovelearning Madrid 2017 | The Role of L&D in the Modern Organisation [EN]
i-lovelearning Madrid 2017 | The Role of L&D in the Modern Organisation [EN]
Netex Learning
 
Extremeengagement 150518154941-lva1-app6892
Extremeengagement 150518154941-lva1-app6892Extremeengagement 150518154941-lva1-app6892
Extremeengagement 150518154941-lva1-app6892
emiliorucal
 

Similar to Swarming 2015 copy powerpoint (20)

20151015 earthsimulationoceanusoct
20151015 earthsimulationoceanusoct20151015 earthsimulationoceanusoct
20151015 earthsimulationoceanusoct
 
Hard to Reach Users in Easy to Reach Places
Hard to Reach Users in Easy to Reach PlacesHard to Reach Users in Easy to Reach Places
Hard to Reach Users in Easy to Reach Places
 
Lessons-learned from embedding design into a developmental evaluation: The si...
Lessons-learned from embedding design into a developmental evaluation: The si...Lessons-learned from embedding design into a developmental evaluation: The si...
Lessons-learned from embedding design into a developmental evaluation: The si...
 
Creating success through health. Workplace health and wellness strategies
Creating success through health. Workplace health and wellness strategiesCreating success through health. Workplace health and wellness strategies
Creating success through health. Workplace health and wellness strategies
 
Class Discussion as a Learning Strategy
Class Discussion as a Learning StrategyClass Discussion as a Learning Strategy
Class Discussion as a Learning Strategy
 
An intro to Service design
An intro to Service designAn intro to Service design
An intro to Service design
 
Entrepreneur Characteristics
Entrepreneur CharacteristicsEntrepreneur Characteristics
Entrepreneur Characteristics
 
Disruptive Testing
Disruptive TestingDisruptive Testing
Disruptive Testing
 
What is Student Centered Coaching?
What is Student Centered Coaching?What is Student Centered Coaching?
What is Student Centered Coaching?
 
How to Budget Your Time
How to Budget Your TimeHow to Budget Your Time
How to Budget Your Time
 
Agile metrics
Agile metricsAgile metrics
Agile metrics
 
Practical Approaches to Managing International Development Projects in the Fa...
Practical Approaches to Managing International Development Projects in the Fa...Practical Approaches to Managing International Development Projects in the Fa...
Practical Approaches to Managing International Development Projects in the Fa...
 
Gamification World Congress 2015 - Resumen
Gamification World Congress 2015 - Resumen Gamification World Congress 2015 - Resumen
Gamification World Congress 2015 - Resumen
 
How can documentation become inherently Agile?
How can documentation become inherently Agile?How can documentation become inherently Agile?
How can documentation become inherently Agile?
 
Enactus Maitreyi 2015-16 Orientation
Enactus Maitreyi 2015-16 OrientationEnactus Maitreyi 2015-16 Orientation
Enactus Maitreyi 2015-16 Orientation
 
TECHnosterone and UXtrogens: field check
TECHnosterone and UXtrogens: field checkTECHnosterone and UXtrogens: field check
TECHnosterone and UXtrogens: field check
 
UX in E-commerce & Conversion
UX in E-commerce & ConversionUX in E-commerce & Conversion
UX in E-commerce & Conversion
 
Process Theory.pptx
Process Theory.pptxProcess Theory.pptx
Process Theory.pptx
 
i-lovelearning Madrid 2017 | The Role of L&D in the Modern Organisation [EN]
i-lovelearning Madrid 2017 | The Role of L&D in the Modern Organisation [EN]i-lovelearning Madrid 2017 | The Role of L&D in the Modern Organisation [EN]
i-lovelearning Madrid 2017 | The Role of L&D in the Modern Organisation [EN]
 
Extremeengagement 150518154941-lva1-app6892
Extremeengagement 150518154941-lva1-app6892Extremeengagement 150518154941-lva1-app6892
Extremeengagement 150518154941-lva1-app6892
 

Recently uploaded

TCS AI for Business Study – Key Findings
TCS AI for Business Study – Key FindingsTCS AI for Business Study – Key Findings
TCS AI for Business Study – Key Findings
Tata Consultancy Services
 
Training- integrated management system (iso)
Training- integrated management system (iso)Training- integrated management system (iso)
Training- integrated management system (iso)
akaash13
 
Senior Project and Engineering Leader Jim Smith.pdf
Senior Project and Engineering Leader Jim Smith.pdfSenior Project and Engineering Leader Jim Smith.pdf
Senior Project and Engineering Leader Jim Smith.pdf
Jim Smith
 
一比一原版杜克大学毕业证(Duke毕业证)成绩单留信认证
一比一原版杜克大学毕业证(Duke毕业证)成绩单留信认证一比一原版杜克大学毕业证(Duke毕业证)成绩单留信认证
一比一原版杜克大学毕业证(Duke毕业证)成绩单留信认证
gcljeuzdu
 
Leadership Ethics and Change, Purpose to Impact Plan
Leadership Ethics and Change, Purpose to Impact PlanLeadership Ethics and Change, Purpose to Impact Plan
Leadership Ethics and Change, Purpose to Impact Plan
Muhammad Adil Jamil
 
SOCIO-ANTHROPOLOGY FACULTY OF NURSING.....
SOCIO-ANTHROPOLOGY FACULTY OF NURSING.....SOCIO-ANTHROPOLOGY FACULTY OF NURSING.....
SOCIO-ANTHROPOLOGY FACULTY OF NURSING.....
juniourjohnstone
 
Founder-Game Director Workshop (Session 1)
Founder-Game Director  Workshop (Session 1)Founder-Game Director  Workshop (Session 1)
Founder-Game Director Workshop (Session 1)
Amir H. Fassihi
 
W.H.Bender Quote 65 - The Team Member and Guest Experience
W.H.Bender Quote 65 - The Team Member and Guest ExperienceW.H.Bender Quote 65 - The Team Member and Guest Experience
W.H.Bender Quote 65 - The Team Member and Guest Experience
William (Bill) H. Bender, FCSI
 
Case Analysis - The Sky is the Limit | Principles of Management
Case Analysis - The Sky is the Limit | Principles of ManagementCase Analysis - The Sky is the Limit | Principles of Management
Case Analysis - The Sky is the Limit | Principles of Management
A. F. M. Rubayat-Ul Jannat
 
Oprah Winfrey: A Leader in Media, Philanthropy, and Empowerment | CIO Women M...
Oprah Winfrey: A Leader in Media, Philanthropy, and Empowerment | CIO Women M...Oprah Winfrey: A Leader in Media, Philanthropy, and Empowerment | CIO Women M...
Oprah Winfrey: A Leader in Media, Philanthropy, and Empowerment | CIO Women M...
CIOWomenMagazine
 

Recently uploaded (10)

TCS AI for Business Study – Key Findings
TCS AI for Business Study – Key FindingsTCS AI for Business Study – Key Findings
TCS AI for Business Study – Key Findings
 
Training- integrated management system (iso)
Training- integrated management system (iso)Training- integrated management system (iso)
Training- integrated management system (iso)
 
Senior Project and Engineering Leader Jim Smith.pdf
Senior Project and Engineering Leader Jim Smith.pdfSenior Project and Engineering Leader Jim Smith.pdf
Senior Project and Engineering Leader Jim Smith.pdf
 
一比一原版杜克大学毕业证(Duke毕业证)成绩单留信认证
一比一原版杜克大学毕业证(Duke毕业证)成绩单留信认证一比一原版杜克大学毕业证(Duke毕业证)成绩单留信认证
一比一原版杜克大学毕业证(Duke毕业证)成绩单留信认证
 
Leadership Ethics and Change, Purpose to Impact Plan
Leadership Ethics and Change, Purpose to Impact PlanLeadership Ethics and Change, Purpose to Impact Plan
Leadership Ethics and Change, Purpose to Impact Plan
 
SOCIO-ANTHROPOLOGY FACULTY OF NURSING.....
SOCIO-ANTHROPOLOGY FACULTY OF NURSING.....SOCIO-ANTHROPOLOGY FACULTY OF NURSING.....
SOCIO-ANTHROPOLOGY FACULTY OF NURSING.....
 
Founder-Game Director Workshop (Session 1)
Founder-Game Director  Workshop (Session 1)Founder-Game Director  Workshop (Session 1)
Founder-Game Director Workshop (Session 1)
 
W.H.Bender Quote 65 - The Team Member and Guest Experience
W.H.Bender Quote 65 - The Team Member and Guest ExperienceW.H.Bender Quote 65 - The Team Member and Guest Experience
W.H.Bender Quote 65 - The Team Member and Guest Experience
 
Case Analysis - The Sky is the Limit | Principles of Management
Case Analysis - The Sky is the Limit | Principles of ManagementCase Analysis - The Sky is the Limit | Principles of Management
Case Analysis - The Sky is the Limit | Principles of Management
 
Oprah Winfrey: A Leader in Media, Philanthropy, and Empowerment | CIO Women M...
Oprah Winfrey: A Leader in Media, Philanthropy, and Empowerment | CIO Women M...Oprah Winfrey: A Leader in Media, Philanthropy, and Empowerment | CIO Women M...
Oprah Winfrey: A Leader in Media, Philanthropy, and Empowerment | CIO Women M...
 

Swarming 2015 copy powerpoint

  • 1. S W A R M I N G D H A V A L P A N C H A L © 2 0 1 5 S W A R M I N G B Y D H A V A L P A N C H A L I S L I C E N S E D U N D E R A C R E A T I V E C O M M O N S A T T R I B U T I O N - S H A R E A L I K E 4 . 0 I N T E R N A T I O N A L L I C E N S E .
  • 2. throwing bodies at the problem is NOT swarming
  • 3. S W A R M a large number of animate or inanimate things massed together and usually in motion. - M E R R I A M - W E B S T E R . C O M
  • 4. S W A R M I N T E L L I G E N C E The collective behavior that emerges from a group of social insects has been dubbed “swarm intelligence” S W A R M I N T E L L I G E N C E : H B R [ 2 0 0 1 ]
  • 5. C H A R A C T E R I S T I C S • Flexibility C O L O N Y C A N A D A P T T O C H A N G I N G E N V I R O N M E N T • Robustness G R O U P C A N P E R F O R M I T S F U N C T I O N S E V E N W H E N I N D I V I D U A L S F A I L S • Self-Organization N E I T H E R C E N T R A L L Y C O N T R O L L E D N O R L O C A L L Y S U P E R V I S E D S W A R M I N T E L L I G E N C E : H B R [ 2 0 0 1 ]
  • 6. 2 0 0 M I L L I O N I N S E C T S F O R E V E R Y H U M A N O N P L A N E T S O U R C E : B U G I N F O - S M I T H S O N I A N I N S T I T U T I O N
  • 7. R E S E A R C H • Observe social insect behavior • Develop a model that explains • Use model as inspiration • Create practical experiments to solve similar problems ] B I O L O G I S T S
  • 8. S O M E A P P L I C A T I O N S
  • 9. What can nature teach us (humans) about organization? How can we apply principles learned from nature to our advantage? Is there a practical way to use these strategies?
  • 10. D I S C L A I M E R R E S E A R C H E R E R U D I T E T I N K E R
  • 11. S W A R M I N G : P E O P L E everyonedoing differentthings every one doing same thing Soldiers in Parade (little or no individual autonomy) People at a mall (high individual autonomy) S O M E K I N D O F C O O R D I N A T E D R E S P O N S E
  • 12. C O N V E N T I O N A L N O T I O N S • swarming is a fire drill • swarming means every body works on the same thing • swarming means absence of rules or processes • swarming is equally useful in all environments
  • 13. E R R O R I S A R C H I T E C T U R E contribute to their success by enabling them to discover and EXPLORE in add
  • 14. P R I N C I P A L G O A L Swarming is about exploring for varieties in response and exploiting options that yield “good” outcomes. “varietyisabsenceofuniformity”-Ashby
  • 15. A S H B Y ’ S L A W O F R E Q U I S I T E V A R I E T Y responsevariety demand variety from environment “Restrictions of variety in outcomes to the subset that is valued as “good” demands certain variety in response to variety in demand from environment” “survive” Vr > Vo “fail” Vr < Vo
  • 16. E X A M P L E Scrum “Team Awesome” is facing a tight deadline with stakeholders (five) demanding increase in scope and cannot find agreement. Stakeholders frequently make direct requests to team members What are some possible outcomes ? • M I S S E D D E L I V E R Y D A T E • M I S S E D D E L I V E R Y S C O P E O N D A T E • M I S S E D D E L I V E R Y D A T E A N D S C O P E • “ T E A M A W E S O M E ” R E P R I M A N D E D • S T A K E H O L D E R ( S ) A P O L O G I Z E F O R C O N F U S I O N ; ) • P R O D U C T S H I P P E D O N T I M E , W I T H A L L S C O P E A N D P O O R Q U A L I T Y • E X P E C T A T I O N S A R E W E L L M A N A G E D A N D R I G H T P R O D U C T I S S H I P P E D A T T H E R I G H T T I M E W I T H T H E R I G H T Q U A L I T Y ( “ G O O D ” O U T C O M E ) • E T C . .
  • 17. E X A M P L E How should this scrum team respond ? I D E O L O G I C A L Product Owner takes ownership of prioritizing product backlog and responsibility of managing stakeholder politics/expectations to effectively take ownership of date and scope changes. T Y P I C A L Every team member does their own thing. Some work late to meet their favorite/feared stakeholder’s requirements. Others feel overwhelmed and dig into their module of technical system. C O N V E R G E N C E D I V E R G E N C E O U T C O M E Depends on “talent” of product owner O U T C O M E Unpredictable, Luck dictates!
  • 18. Trying to get stakeholder(s) to agree will eat away valuable time away from already tight schedule. Reducing scope will likely upset one or more stakeholders who may stand in way of funding next project or result in a crappy product or both. E X A M P L E : V A R I E T Y I N C H A L L E N G E S • Tight deadline • Multiple stakeholders • increase in scope • agreement between stakeholder(s) • Stakeholders assigning work to team members At least five (5), most likely much higher than 5, when stakeholder’s perspective is included.
  • 19. Will NOT work “change one variable at a time” Classical Approach
  • 20. “ V A R I E T Y D E S T R O Y S V A R I E T Y ” A S H B Y ’ S L A W Variety of challenge must be met with variety in response i.e., Must address all challenges simultaneously not individually
  • 21.
  • 22. “ C O M P L E T E A C T I O N B R I N G S I N T E L L I G E N C E ” Theories, ideas, belief’s, dogma’s kill originality and create divides. Total action unites. - J I D D U K R I S H N A M U R T H Y Striving for Ideals of “being _____ (agile)” get in the way of doing.
  • 23. S W A R M I N G E X A M P L E S ( P E O P L E ) • Open Space Technology • Wikipedia • Large Scale Agile team formation events • Open Source
  • 24. W H E N A S I M P L E R L I N E A R * R E S P O N S E C A N B E A T T E M P T E D , T R Y T H A T F I R S T . * R E S P O N S E I N A L I G N M E N T W I T H P R O B L E M V E C T O R I S A L I N E A R R E S P O N S E . E X A M P L E A T E C H N I C A L R E S P O N S E T O A T E C H N I C A L P R O B L E M
  • 25. S W A R M I N G T R I G G E R S • Typical linear response did not work • Feeling overwhelmed • Too many issues at the same time • Environment introduced new variety of challenge • Mismatched anxiety • Inability to understand pattern in demand variety
  • 26. S W A R M I N G M I N D S E T
  • 27. A C T I O N B I A S • Explore and Exploit are action states. “Try over think” • If a variation works, exploit it further; ask not why it works.
  • 28. D Y N A M I C C O N T E X T • Do not assume environment to be unchanging. • Accept that solutions are valid merely to the point they are working
  • 29. G I V E U P O N U N D E R S T A N D I N G • Do not attempt to “fully” understand. • Collect information/measurements necessary for job, no more.
  • 30. P A T T E R N S K E P T I C • A recognizable pattern within; never describes the “whole”. • Knots : Utterly un- uderstandable areas of problem or solution.
  • 31. S W A R M I N G T E N E T S
  • 32. T E N E T : P E R S O N A L A U T O N O M Y Individual in a Swarm can choose to maintain “explore” or “exploit” state on their own accord, irrespective of the overall state of swarm.
  • 33. T E N E T : P E R S O N A L A C C O U N T A B I L I T Y You are completely and exclusively responsible for your own actions. “just doing what I’m told” - is a cop out.
  • 34. T E N E T : F E E D B A C K Anyone and Everyone impacted by a member behavior provides “impact feedback” (not judgmental) to member (only) AND Once and only once.
  • 35. T E N E T : I M P R O V I S E Support, follow, help individual’s or group’s objective by your actions, in your own way.
  • 36. T E N E T : M I M I C When in doubt, copy someone.
  • 37. T E N E T : B Y E X A M P L E No one can decide for another. You decide - you act.
  • 38. T E N E T : E X P U L S I O N If you are on your own, then you have divorced from swarm or expelled by swarm. To participate join others.
  • 39. T E N E T : R E C R U I T I N G When others mimic or act in support of your task, you have recruited.
  • 40. T E N E T : C O N N E C T E D R E S P O N S I V E N E S S “Vulnerability (fragility) is connectivity without responsiveness. Responsiveness enables connectivity to lead to opportunity.” - N . T A L E B ( A N T I F R A G I L I T Y )
  • 41. T E N E T : O B J E C T I O N I Know it to be wrong. I think I guess experience
  • 42. C H A L L E N G E S S W A R M I N G
  • 43. M A N A G E M E N T B Y A B S T R A C T I O N R E S O U R C E = M E A T B A S E D F U N G I B L E P R O G R A M M I N G U N I T K E Y P E R F O R M A N C E I N D I C A T O R S P R O X Y A U T H O R I T Y E M P L O Y E E S E X P E C T E D T O D O W H A T T H E Y A R E T O L D L O C A L I Z E D M E T R I C S D I S S E C T E D G O A L S M A T R I X , H I E R A R C H I C A L , B U N C H O F B O X E S A N D A R R O W S P E R F O R M A N C E A P P R A I S A L S “ M O R E I S B E T T E R ” T A N T R U M D R I V E N : I W A N T A L L S C O P E , O N T I M E , O N B U D G E T , I W A N T I T , I W A N T I T , I W A N T I T … “ R U N I T B Y M E F I R S T ” L O C A L O P T I M I Z A T I O N S P R O X Y M E A S U R E M E N T S T O K E N M I L L E N N I A L S H A R E H O L D E R V A L U E O P T I M I Z A T I O N B A D P R O F I T S U N I N S P I R I N G L E A D E R S H I P R E P O R T I N G C H I E F M O T I V A T I O N A L F A C T O R : C Y A C H A I N O F C O M M A N D D I S E N G A G E D E M P L O Y E E S N O I N V E S T M E N T I N D E V E L O P I N G E M P L O Y E E C O M P E T E N C Y F E A R O F R E J E C T I O N M O D E L O B S E S S I O N I G N O R I N G “ R O U G H N E S S ” O F R E A L I T Y L A C K O F P R I O R I T I Z A T I O N W O R K E R S A R E P E R C E I V E D T O B E L A Z Y & M A N A G E M E N T T O B E D U M B “Thereisnoproblemthatadding anotherlayerofmanagement cannotresolve” OPERATINGMANTRA
  • 45. B L A M E Desire to have someone to blame will always impose hierarchical ineffectiveness to cooperation
  • 46. L I M I T I N G O R G A N I Z A T I O N I N T E L L I G E N C E ? Managers often live with a problem they do not understand, but cannot accept a solution they do not understand.
  • 47. - Y V E S M O R V E U X “When we don't cooperate we need more time, more equipment, more systems, more teams”
  • 48. M A N A G E C O N T E X T C O N T R O L O U T C O M E S “All gardeners live in beautiful places because they make them so” - J O S E P H J O U B E R T
  • 49. G R E A T E R C A U S E “We are little men serving great causes, but because the cause is great, something of that greatness falls upon us also.” - J A W A H A R L A L N E H R U , 1 9 4 6 RESHAPECULTURE
  • 50. - C E O L E G O G R O U P : J O R G E N V I G K N U D S T O R P “Blame is not for failure. It is for failing to help or ask for help”
  • 51.
  • 52. C H A M P I O N F O R M O R A L A N D E T H I C A L R E S P O N S I B I L I T Y
  • 53. - D A V I D M A R Q U E T “When people feel like they matter, they make decisions as if the CEO is behind them or make even better decisions” H T T P S : / / W W W . Y O U T U B E . C O M / W A T C H ? V = O Q M D L C Y E S _ Q
  • 54. T O B E C O N T I N U E D … E V O L U T I O N I S A W O R K I N P R O G R E S S
  • 55. I N S P I R A T I O N Yaneer Bar-Yam : http://new.livestream.com/wikimania/saturday2014/videos/58728433 : Wikimania 2014 London Yves Morveux : https://www.ted.com/talks/yves_morieux_as_work_gets_more_complex_6_rules_to_simplify#t-7329 : Ted Talks 2013 Eric Bonabeau and Christopher Meyer: Swarm Intelligence Steven Johnson : Emergence Principles of self-organizing systems - W.Ross Ashby Requisite variety and its implications for control of complex systems - W. Ross Ashby 1958 David Marquet: https://www.youtube.com/watch?v=OqmdLcyES_Q Nassim Nicholas Taleb : Anti-fragility : Things that gain from disorder (Incerto) Dee Hock : Birth of Chaordic age
  • 56. M E D I A C R E D I T S F I R E F L I E S S Y N C : H T T P S : / / W W W . Y O U T U B E . C O M / W A T C H ? V = S R O K Y E L A W B O T O O M A N Y C O O K S S P O I L T H E B R O T H : N E I L M O R A L E E : F L I C K R S T A R L I N G S W A R M : G A I L J O H N S O N : F L I C K R B E E C O L O N Y : U S D E P T O F A G R I C U L T U R E : 2 0 1 3 0 5 2 2 - N R C S - L S C - 0 1 8 0 S W A R M O F B I T I N G M I D G E S O N S O C C E R F I E L D : W O O D L E Y W O N D E R W O R K S : F L I C K R S O U T H W E S T 7 3 7 P R E P A R E S F O R E A R L Y M O R N I N G D E P A R T U R E : A N G E L O D E S A N T I S T H E R E T U R N O F T H E K I N G S C E N E 1 3 8 : A N D Y Z E I G E R T : F L I C K R Q U A D R A T U R E S : G R A S P L A B : H T T P S : / / W W W . Y O U T U B E . C O M / W A T C H ? V = Y Q I M G V 5 V T D 4 # T = 7 4 W R O N G W A Y : R O B E R T F O R N A L : F L I C K R R O B O T B U S I N E S S M A N : I O S P H E R E : H T T P : / / F R E E D I G I T A L P H O T O S . N E T I N D I A N A L P H O N S O M A N G O - P A R S H O T A M L A L T A N D O N : F L I C K R C H O C O L A T E B O X : J A S O N S E B B A R B E R : F L I C K R A N T S A S I M U L A T I O N : D I G I T A L F R O N T I E R S : H T T P S : / / W W W . Y O U T U B E . C O M / W A T C H ? V = K N 0 M 4 9 I Q F R C M E X I C A N W A V E 2 0 1 3 H D : H T T P S : / / W W W . Y O U T U B E . C O M / W A T C H ? V = 9 I F C F W S E T D Y T H E L I V E R P O O L C E N T R A L L I B R A R Y : T E R R Y K E A R N E Y : F L I C K R C O S C H D A : 4 6 / 3 6 5 : F L I C K R M I N D T H E G A P : M A R C O L E O : F L I C K R E A R T H E A S T : N A S A Y O U H A V E F A I L E D M E B R A I N : R O B O C O L D E C A L : C O P Y R I G H T U N C E R T A I N T H A N K S G I V I N G P O S T C A R D S - 0 9 5 : A R T V I N T A G E 1 8 0 0 S . E T S Y . C O M : F L I C K R D Y E : I K A M A Y A M A : F L I C K R T H E M I R R O R : R I C C A R D O C U P P I N I : F L I C K R M I R R O R M I R R O R : M A R K O K I V E L A : F L I C K R R A M B O : W I K I P E D I A B L A M E : 周 小 逸 I A N : F L I C K R D O N T B L A M E U S : R E D W O L F O Z : F I C K R C H I L D E R N P L A Y I N G A T G R E E N W I C H P A R K 4 : V I S I T G R E E N W I C H : F L I C K R S T O P 1 : T E U N I E V A N H E R N E N : F L I C K R J A N M A S H T A M I C E L E B R A T I O N S I N M U M B A I , I N D I A : S A N D E E P A C H E T A N : F L I C K R C O M P A S S S T U D Y : C A L S I D Y R O S E : F L I C K R R A N D O M S C A L E F R E E N E T W O R K : S I M O N C O C K E L L : F L I C K R C R Y S T A L C A S T L E G A R D E N W O R K E R S : J O H N : F L I C K R
  • 57. l Panchal is licensed under a Creative Commons Attribution-ShareAlike 4.0 Int http://creativecommons.org/licenses/by-sa/4.0/