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COLLABORATIVE
INTELLIGENCE
 AI poses great threat to unemployment
 Artificial Intelligence (AI) could destroy
thousands of British jobs, the Bank of
England’s Chief Economist, Andy
Haldane, warns.
 Artificial Intelligence And The Threat
To Salespeople
 Will robots take your job?
AI HI+
COLLABORATIVE INTELLIGENCE
(collective) intelligence (amplified) or super intelligence}
Accenture Research
To take full advantage of this collaboration, companies
must understand
1.how humans can most effectively augment machines,
2.how machines can enhance what humans do best, and
3.how to redesign business processes to support the
partnership.
Humans Assisting Machines
TRAINING
EXPLAINING
SUSTAINING
Machines Assisting Humans
AMPLYFYING
INTERACTING
EMBODYING
Reimagining Your Business
Flexibility
Speed
SCALE
DECISION MAKING
PERSONALIZATION
Collaborative Intelligence: Humans and AI Are Joining Forces
The next
generation
manager
Evidence That Humans and
Machines Are Better When They
Team Up
A Harvard-based team of pathologists recently
created an AI-based technique to identify breast
cancer cells with greater precision.
Pathologists
96%ACCURACY
92%ACCURACY
machines
99.5%ACCURACY
With nearly 1.7 million new cases of breast cancer diagnosed globally each
year, this translates to 68,000 to 130,000 more women receiving accurate
diagnoses than if we relied on humans or machines alone.
◘Tesla recently made headlines for failing to deliver its first
mass-market car, Model 3, to eager new owners.
◘As production at Tesla’s hyper-automated factory repeatedly
came short of targets, it had to be halted and re-engineered
multiple times.
◘ The CEO Elon Musk identified the cause of these
problems: excessive automation.
◘That’s quite a lesson for the many who believe that success
and cost-cutting require replacing humans with machines!
But if that’s not the answer, then what should companies do
to succeed?
Collaborative Intelligence ultimately entails
designing a system where different tasks
are intelligently combined, so that humans and
machines collaborate to achieve a joint outcome
that’s not only superior to what they can achieve
separately, but otherwise impossible.
•https://www.accenture.com/t20180613T062119Z__w__/in-en/_acnmedia/PDF-
69/Accenture-Reworking-the-Revolution-Jan-2018-POV.pdf#zoom=50
•http://knowledge.wharton.upenn.edu/article/reimagining-work-age-ai/
•https://www.technologyreview.com/s/609331/more-evidence-that-humans-and-
machines-are-better-when-they-team-up/
•https://hbr.org/2018/07/collaborative-intelligence-humans-and-ai-are-joining-
forces
•http://www.hult.edu/blog/tesla-collaborative-intelligence/
•https://www.firstpost.com/tech/news-analysis/investment-in-artificial-intelligence-
and-human-machine-collaboration-can-boost-employment-by-10-percent-
accenture-edited-4316947.html
• https://crowdsourcingweek.com/blog/ai-hi-artificial-intelligence-ai-human-
intelligence-hi-collective-intelligence-amplified-super-intelligence/
• https://www.forbes.com/sites/jeannemeister/2018/01/11/ai-plus-human-
intelligence-is-the-future-of-work/#62e50fad2bba
BIBLIOGRAPHY

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COLLABORATIVE INTELLIGENCE