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Digital Destinies
The coming symbiosis of mankind & technology
Peter Cochranecochrane.org.uk
Man v mach i n e Science Fiction and Hollywood nightmares
real ity ChecKMachines beat us at Chess, GO & Poker
learn ingAlmost like a young child
HUMAN REACTIONWhy oh why do we think we are unique ?
W i t h o ut D I G I T E C HWe would have and know nothing!
Techno logy
Change s
Eve ryth
i ng
Hypothesis
To a c h i e v e g l o b a l s t a b i l i t y a n d p e a c e :
“ We n e e d t o s t o p p r o d u c i n g m o r e a n d m o r e f o r t h e
f e w … . a n d s t a r t p r o v i d i n g s u f f i c i e n t f o r t h e m a n y ”
O u r o n l y h o p e :
“ E m b r a c i n g n e w t e c h n o l o g y a n d p r o c e s s e s i n c l u d i n g
b i o t e c , n a n o t e c , r o b o t i c s , A I a n d n e t w o r k i n g ”
P e o p l e m o v e m e n t a n d g l o b a l i s a t i o n i s a l s o e s s e n t i a l !
what we know for sure
- T h e r e s o u r c e s o f p l a n e t e a r t h a r e f i n i t e
- O u r s o c i e t i e s a r e d e n u d i n g e v e r y t h i n g
- To d a y ’ s g r e e n a g e n d a s a r e i n s u f f i c i e n t
- G l o b a l w a r m i n g i s v i s i b l y h a p p e n i n g
- M o d e r n s o c i e t i e s a r e n o t s u s t a i n a b l e
- E v e r y t h i n g i s g e t t i n g m o r e c o m p l e x
- W e s l e e p w a l k i n t o b i g p r o b l e m s
- R e v e r s e g e a r i s n o t a n o p t i o n !
Technology/society only progress in one direction - to stop or go backwards would entail a terrible cost
A tyranny of SIMPLE
- A s s u m p t i o n s - M e a s u r e s - T h i n k i n g - M o d e l s - D a t a
E v o l v e d f o r a n s l o w c h a n g i n g a n a l o g u e
w o r l d - w e c a n c o p e w i t h 3 - 7
i d e a s a t t h e s a m e t i m e
“There are lots of simple solutions to complex problems
but they are all wrong”
• Raw Data
• Meta Data
• Small Data
• B I G D a t a
E v e r y s e c t o r i s a w a s h / o v e r w h e l m e dWhat we HAVE TODAY
W h a t w e a c t u a l l y n e e d :
B I G U N D E R S T A N D I N G
“Helicopters didn’t fly upside down…but they do now”
Aldous Huxley
“Would be amazed that we buy and install
our own microphones and cameras….
“…and we are disappointed when people are
not l istening and watching…”
george orwell
SYSTEMS OF THINKING
f
“We have created a world in which we are fundamentally challenged by non-linearity and chaos…and we need the help that only our machines can furnish”
LinearPoor RecallFinite memoryLimited capacityConstrained utilitySlow processingSlow evolutionInaccurate
IllogicalReactiveNon-linearInconsistantPoor recallInstinctiveEmotional
realisationSensory - Dexterity - Ambulation -Concentration - Tenacity - StaminaEnergy - Focus - Attention ++++H u m a n l i m i t a t i o n s
NEW Machines & AI
The biggest advance in human capabil it ies….giving us new ways of thinking and complex problem solving…
“New technologies always create more capabilities, and a demand for more people - they never destroy the labour market - it is o u r i n a b i l i t y t o m a n a g e t h e transition from the old to the new that is the big problem”!
W A R G A M I N G
A r t i f i c i a l L I F E
Computer Modelling
M at e r i al
S c i en c e
Clouds
B I G D A T A
S M A L L D A T A
BYOD
BMOB
DIY IT
SensorsRobots C y b e r
Security
B igGest GAMES IN TOWN ?
NanoBioSimulation
AI
IoT
A u t o I m m u n i t yWe only have time for a very small sample of the key elements
Analytics
Social Nets
Bl o
ck
Ch
a i n
s o c i o l o g y o f M a c h i n m s &
T h i n g s
UWBSporadic Nets
MMI
VR
A R
the font of all Futures
BioTech
NanoTech
AI
A triumvirate of tech for workable sustainabilities
The primary hotspotfor the 21C
New materialsNew industriesNew processesNew capabilities
Lower energyLower wasteLess friction
NEW materials
M e t a l , P l a s t i c , C o n c r e t e , E l e c t r o n i c C i r c u i t sSELF HEAL ING Mater ials
N o t h i n g s t i c k s a l w a y s d r y a n d c l e a nHydrophobic Coatings
Self cleaning Printed panels
Colour programmable Self repairing to a point
Integrated energy storage
feasible Engineering Not pos s ib l e ye t - bu t ce r ta in l y f eas ib l e
SOUND WITH NO MOVING PARTSA pending revolution in surround sound & cancellation
Artif ic ial intelligence
>20M texts available<3M selected for analysisArgument abstracted pro - con
No human re source can do th i s !
I B M WATS O NH u m a n s o v e r t a ke n b y 2 0 1 1
WATSON In med ic ineH u m a n s d i a g n o s i s s k i l l o v e r t a k e n 2 0 1 2
A I CONTEXT A vital step toward cognition
Feel Sight Taste Smell
Sound Experiences
Cameras Mobiles Sensors Media Nets IoT
“Let us pray”
“Lettuce spray”
“Let us spray”
Are we in church/mosque,
kitchen or garden ?
Ultimately, AI
is defined by
sensory systems
Intell igent search & Sort
Stored information growth
1986
I can’t draw
a dot small
enough!!
.1996
0.001ZB
2006
0.13ZB
2016
13ZB
IoT will accelerate this trend to promote ever more on device storage
ZetaByte = 1021 ExaB = 1018 PetaB = 1015 TeraB = 1012
Prognosis: IoT small data distributed storage may exceed the
internet
smart work i n gIntegrated apps and internet search
search E ng i n es Brilliant and useless at the same time
Spending 80% of your time searching instead of doing isn’t a smart
way of working !
AI could easily fix this but these companies are not going to let it
happen !
Unlikely to embrace AI/Smart/Intelligent se
arch
It reduces th
e number of clicks and $$$$
T r u t h E n g i n es Easy to confirm facts - conjecture is harder
Vital for: • Politics • Society • Science • Farming • Internet • Security • Industry • Education • Healthcare • Commerce • Government • ++++
“In most arenas truth is dynamic and changes
with our ability to test & measure”
“Accepted truths advance toward an absolute state
with our ability to challenge them”
Sourc e S earc hOriginal accounts v repeats
Identify primary sources and qualified reports…
Across multiple sources - locationsCorre l at i o n
Weighted sources by reputation/history: BBC = 0.95 Bloomberg = 0.90 FoxNews = 0.70 +++ +++ Twitter = 0.01
Early R&D phase but of great interest to Google, IBM, CIA, FBI, et al
robots L ike usOr even better in some extreme cases
Able to go and be where humans can’t, won’t or shouldn’t go to work without fatigue or complaint…
S p e c i a l i s e d b u t b e c o m i n g increasingly flexible, adaptable and capable…
robots unLike usTaking care of many of our needs
Doing what we cannot do year onyear with precision and quality…producing complex goods and consumables
…including packaging, warehousing and logistics + exploration in zones of disaster and large scale accidents
Vertical FarmingFood production on demand just in time Continual JIT crops on demand
Far greater yields 90% less water Less or no soil No pesticides
Unaffected by climate Consistent quality Less land use
sensory systems
new tech destroys jobsWhilst changing the nature of work and employment
Lost in my l i fet ime:Typists
DockersMilkman
BlacksmithSecretaries
Drawing officeXerox operator
Elevator operatorComputer operator
Telephone operatorComptometer operator
Financial report writers++++
TestersTastersAnalystsAdvisorsEducatorsReportersStrategistsCall centresReport writersPersonal bankersPersonal assistantsAnswering services
Investment bankersWarehouse PeoplePersonal AssistantTech suppor t
Stock TraderReceptionistForecastersTrain driverResearcher
JournalistDrivers
Pilots++++
Lost in your l i fet ime:
tech Creates/Enhances jobsW h i l s t c h a n g i n g t h e n a t u re o f l i f e , wo r k & e m p l o y m e n t
Jobs to come:
3/4D DesignerRisk Profilers
Cyborg EngineerProtein DesignerCrime Predictor
Digital HistorianInformation CaretakerTruth Engine Mediator
Component RepurposerGenome-Protein Activators
Material ProgrammerRecycling DesignersInterface DesignersMachine MediatorsWisdom ArchivistsGenome DesignerMaterial DesignerWisdom MonitorsTrouble ShootersNano-EngineersBio-Engineers
Jobs to Be enhanced:
FabricatorGeneticistGeneralistProteomistMulti-designerProblem solverLongevity advisorBig Data AnalystCellular programmerMaterial programmer
Complexity analystsSecurity ExpertsEntrepreneurs
TechnologistsConsultantsArch i t e c t sDetectivesDesignersEngineersModellersScientists
Medics
Education-change S tuden t s f o r t omor row, no t ye s t e rdayNew methods/curriculum for a new worldStudent - mentor - human and machine
R e c a l l i n g f a c t s , f i g u r e s , p roces ses , methods i s not a measure o f i n te l l i gence - mach ines can do tha t !
rate of Education change M u s t g e t a h e a d o f i n d u s t r y a n d f o r g e l o n g t e r m l i n k s
Prob lem so l v ing ab i l i t i e s & c rea t i v i t y now t rump pure
academic a t ta inment
A n y t i m e , t o p i c , l o c a t i o n , s t y l e ,
a n d f o r m a t
inverted Innovation Expertise and experience is on the move
Tanks to ToysIn TheP a s t
Today Games to Guns
Opening up a new range of opportunities
P e r s p e c t i v e1 0 0 f o l d m o re c h a n g e t h a n u s
“ O u r l e g a c y s h o u l d b e a w o r l d o f s u s t a i n a b l e p ro g re s s f o r a l l p e o p l e s t o c o m e”
I t a
l l s t
a r ts
wi t
h
e d u c a t i on
The future belongs to the most adaptable and those
who dare !
Thank You
1995
cochrane.org.uk