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IT'S ALL ABOUT THE DATA
5+1 TECH TRENDS
FOR THE ROARING 20S
GEORGE
ANADIOTIS
SETTING THE STAGE
END OF A DECADE, IT’S NOTHING SPECIAL
Multiplying the value of environmental data
climatewatch.info
IT’S THE END OF BLOCKCHAIN AS WE KNOW IT,
AND I FEEL FINE
 US Online Media
 Why?
 Big & mature market, pronounced need
 Available data sources, data literacy
 Experience and established connections
THE STORY SO FAR
BLOCKCHAIN PEAK OF INFLATED EXPECTATIONS
WE ARE HERE
BLOCKCHAIN HITS ROCK BOTTOM
THE FUTURE
BLOCKCHAIN DB, DAG, TOKENOMICS
ON CLOUD 9
OR, ON HOW MANY CLOUDS ACTUALLY?
 US Online Media
 Why?
 Big & mature market, pronounced need
 Available data sources, data literacy
 Experience and established connections
THE STORY SO FAR
COMPUTE AND DATA GO CLOUD
YOU ARE HERE
CLOUD IS THE DE FACTO DATA LAKE, AND DB TOO
THE FUTURE
YOU AND YOUR CLOUD
CLOUD DOES NOT PAY
OPEN SOURCE IS NOT FREE
 US Online Media
 Why?
 Big & mature market, pronounced need
 Available data sources, data literacy
 Experience and established connections
THE STORY SO FAR
DATA MANAGEMENT IS OPEN SOURCE
YOU ARE HERE
CRIME AWS CLOUD DOES NOT PAY
THE FUTURE
OPEN SOURCE IS NOT FREE
AI FOR NATURAL LANGUAGE PROCESSING,
COMMON SENSE REASONING, AND MORE
 The world’s most valuable resource is no longer oil, but data
 The data economy demands a new approach to antitrust rules
THE STORY SO FAR
IT’S ALL ABOUT THE MONEY DATA
YOU ARE HERE
AI CHIPS, LANGUAGE BREAKTHROUGHS
THE FUTURE
MORE AI CHIPS, COMMON SENSE
THE FUTURE IS GRAPH,
KNOWLEDGE GRAPH
THE STORY SO FAR
KNOWLEDGE GRAPHS = DOMAIN KNOWLEDGE
 Domain knowledge can effectively help a
deep learning system bootstrap its knowledge
 By encoding primitives instead of forcing the
model to learn these from scratch
YOU ARE HERE
KNOWLEDGE GRAPHS EATING THE WORLD
THE FUTURE
KNOWLEDGE GRAPHS ALL THE THINGS
TO INFINITY AND BEYOND
THE STORY SO FAR
INFINITE COMPUTE AND STORAGE?
YOU ARE HERE
WHAT ARE YOU GOING TO DO WITH IT?
 I have not met a single CEO, from
Deutsche Bank to JP Morgan,
who said to me: 'ok, this will
increase our productivity by a
huge amount, but it's going to
have social impact -- wait, let's
think about it'.
 Chetan Dube, IPSoft CEO
THE FUTURE
YOU CHOOSE
 Who owns the
machines?Who should
own the machines?
 LauraTyson, former
Chair of the US
President's Council of
EconomicAdvisers
 We are at the beginning
of mass extinction, and
all you can talk about is
money and fairy tales of
eternal economic
growth
 GretaThunberg,Activist
 We humans have to go to
space if we are going to
continue to have a
thriving civilization.We
are in the process of
destroying this planet
 Jeff Bezos,Amazon CEO
QUESTIONS?

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It's all about the data: 5+1 tech trends for the roaring 20s

  • 1. IT'S ALL ABOUT THE DATA 5+1 TECH TRENDS FOR THE ROARING 20S GEORGE ANADIOTIS
  • 2. SETTING THE STAGE END OF A DECADE, IT’S NOTHING SPECIAL
  • 3. Multiplying the value of environmental data climatewatch.info
  • 4. IT’S THE END OF BLOCKCHAIN AS WE KNOW IT, AND I FEEL FINE  US Online Media  Why?  Big & mature market, pronounced need  Available data sources, data literacy  Experience and established connections
  • 5. THE STORY SO FAR BLOCKCHAIN PEAK OF INFLATED EXPECTATIONS
  • 6. WE ARE HERE BLOCKCHAIN HITS ROCK BOTTOM
  • 7. THE FUTURE BLOCKCHAIN DB, DAG, TOKENOMICS
  • 8. ON CLOUD 9 OR, ON HOW MANY CLOUDS ACTUALLY?  US Online Media  Why?  Big & mature market, pronounced need  Available data sources, data literacy  Experience and established connections
  • 9. THE STORY SO FAR COMPUTE AND DATA GO CLOUD
  • 10. YOU ARE HERE CLOUD IS THE DE FACTO DATA LAKE, AND DB TOO
  • 11. THE FUTURE YOU AND YOUR CLOUD
  • 12. CLOUD DOES NOT PAY OPEN SOURCE IS NOT FREE  US Online Media  Why?  Big & mature market, pronounced need  Available data sources, data literacy  Experience and established connections
  • 13. THE STORY SO FAR DATA MANAGEMENT IS OPEN SOURCE
  • 14. YOU ARE HERE CRIME AWS CLOUD DOES NOT PAY
  • 15. THE FUTURE OPEN SOURCE IS NOT FREE
  • 16. AI FOR NATURAL LANGUAGE PROCESSING, COMMON SENSE REASONING, AND MORE
  • 17.  The world’s most valuable resource is no longer oil, but data  The data economy demands a new approach to antitrust rules THE STORY SO FAR IT’S ALL ABOUT THE MONEY DATA
  • 18. YOU ARE HERE AI CHIPS, LANGUAGE BREAKTHROUGHS
  • 19. THE FUTURE MORE AI CHIPS, COMMON SENSE
  • 20. THE FUTURE IS GRAPH, KNOWLEDGE GRAPH
  • 21. THE STORY SO FAR KNOWLEDGE GRAPHS = DOMAIN KNOWLEDGE  Domain knowledge can effectively help a deep learning system bootstrap its knowledge  By encoding primitives instead of forcing the model to learn these from scratch
  • 22. YOU ARE HERE KNOWLEDGE GRAPHS EATING THE WORLD
  • 23. THE FUTURE KNOWLEDGE GRAPHS ALL THE THINGS
  • 24. TO INFINITY AND BEYOND
  • 25. THE STORY SO FAR INFINITE COMPUTE AND STORAGE?
  • 26. YOU ARE HERE WHAT ARE YOU GOING TO DO WITH IT?  I have not met a single CEO, from Deutsche Bank to JP Morgan, who said to me: 'ok, this will increase our productivity by a huge amount, but it's going to have social impact -- wait, let's think about it'.  Chetan Dube, IPSoft CEO
  • 27. THE FUTURE YOU CHOOSE  Who owns the machines?Who should own the machines?  LauraTyson, former Chair of the US President's Council of EconomicAdvisers  We are at the beginning of mass extinction, and all you can talk about is money and fairy tales of eternal economic growth  GretaThunberg,Activist  We humans have to go to space if we are going to continue to have a thriving civilization.We are in the process of destroying this planet  Jeff Bezos,Amazon CEO
  翻译: