SlideShare une entreprise Scribd logo
1  sur  24
Télécharger pour lire hors ligne
credits:
Randall Munroe xkcd.com
Full explanation & methodology>>
augmentation:
Ed Fernandez naiss.io
@efernandez
2016: Windows overtakes iOS
seriously?
no… but somebody else will, eventually
2017: China completes unmanned
lunar-sample return mission
 2024:
Atlantis begins to reappear
Orangutans extinct in wild
China lands men and women on the moon
NASA sets up permanent moon base
Female professionals pass males in pay
Space X
Elon Musk is on his way to Mars
Why becoming an interplanetary species is so important
our children
2063
First human clones reach adulthood
Population of Moon reaches 100,000
Population of Mars reaches 10,000
Spacecraft exceed speed of light
2018 Jesus returns to Earth
2032
"Big One" hits San Francisco
US elects first married lesbian President
Entire world converted to Christianity
2079
Religion is marginalized
singularity happens by 2049
Maslow’s pyramid of human needs gets an update
2049
$1.000 computer exceeds
computational ability of humanity
Singularity occurs
Fishing industry collapses
2020
Key-boards
&
mice
become
obsolete
(we knew this already, see Magic Leap - back in slide 7)
2031 Computers controlled by thought
2050 cars banned from European cities
2045 humans & machines merge
2034 US build autonomous robot army
2021 US unemployment falls to 2.8%
oh wait! I thought AI and the robot revolution were taking
our jobs
2056 Robots given same rights as man
2050 cars banned from European cities
2045 humans & machines merge
2034 US build autonomous robot army
just happened
2031
Computers controlled by thought
Realtors replaced by technology
US Social Security trust fund exhausted
2025
HTML5 is
finished
[… by a deep learning
convolutional network]
When her best friend
died, she rebuilt him
using artificial intelligence
W
hen the engineers had at last finished their
work, Eugenia Kuyda opened a console on
her laptop and began to type.
“Roman,” she wrote. “This is your digital
monument.”
replika.ai
• Large-scale machine learningconcerns the design of learning algorithms, as well as scaling existing algorithms, to work with
extremely large data sets.
• Deep learning, a class of learning procedures, has facilitated object recognition in images, video labeling, and activity recognition, and is making signi cant inroads
into other areas of perception, such as audio, speech, and natural language processing.
• Reinforcement learning is a framework that shifts the focus of machine learning from pattern recognition to experience-driven sequential decision-making. It
promises to carry AI applications forward toward taking actions in the real world. While largely con ned to academia over the past several decades, it is now seeing some practical, real-
world successes.
• Roboticsis currently concerned with how to train a robot to interact with the world around it in generalizable and predictable ways, how to facilitate manipulation of objects
in interactive environments, and how to interact with people. Advances in robotics will rely on commensurate advances to improve the reliability and generality of computer vision and other
forms of machine perception.
• Computer vision is currently the most prominent form of machine perception. It has been the sub-area of AI most transformed by the rise of deep learning. For the rst time,
computers are able to perform some vision tasks better than people. Much current research is focused on automatic image and video captioning.
• Natural Language Processing, automatic speech recognition, is quickly becoming a commodity for widely spoken languages
with large data sets. Research is now shifting to develop re ned and capable systems that are able to interact with people through dialog, not just react to stylized requests. Great strides
have also been made in machine translation among di erent languages, with more real-time person-to-person exchanges on the near horizon.
• Collaborative systems research investigates models and algorithms to help develop autonomous systems that can work collaboratively with other systems
and with humans.
• Crowdsourcingand human computation research investigates methods to augment computer systems by making automated calls to human expertise to solve problems that
computers alone cannot solve well.
• Algorithmic game theoryand computational social choice draw attention to the economic and social computing dimensions of AI, such as how systems
can handle potentially misaligned incentives, including self-interested human participants or rms and the automated AI-based agents representing them.
• Internet of Things (IoT)research is devoted to the idea that a wide array of devices, including appliances, vehicles, buildings, and cameras,
can be interconnected to collect and share their abundant sensory information to use for intelligent purposes.
One Hundred Year Study on Artificial Intelligence (AI100)
Stanford UniversitySept 2016 - https://ai100.stanford.edu
BigML, Inc 18
Developers
Data Scientists
Everyone
Analys
ts
Academics & Researchers1950s
1980s
2000s
Weka, R, Orange, Knime, Scikit
2016
2020
2030
BigML, Azure ML, Amazon ML,
Google ML
H20, SkyTree, Dato, Spark
Machine Learning Evolution
the ‘Other’ predictions
2024 Atlantis begins to reappear
2026 Atlantis emerges completely
2048 Unisex bathing suits cover body from shoulder to ankle & Entire
US population is overweight
2050 Sex with robots possible
2053 Cars driven by dogs & majority of Americans in prison
2060 Oil runs out (again)
2062 Uganda holds World Cup
2068 Entire population gay by chemicals in water
2069 Public masturbation legalized
2100 Gillette introduces14-bladed razor *simultaneously to iPhone 93
2101 War was beginning
credits:
Randall Munroe xkcd.com
Full explanation & methodology>>
augmentation:
Ed Fernandez ed@ naiss.io
@efernandez

Contenu connexe

Plus de Ed Fernandez

Eduardo fernandez #bif11 keynote
Eduardo fernandez #bif11 keynoteEduardo fernandez #bif11 keynote
Eduardo fernandez #bif11 keynote
Ed Fernandez
 
Argumentation The Art Of Persuasion (Colegio De Abogados)
Argumentation   The Art Of Persuasion (Colegio De Abogados)Argumentation   The Art Of Persuasion (Colegio De Abogados)
Argumentation The Art Of Persuasion (Colegio De Abogados)
Ed Fernandez
 

Plus de Ed Fernandez (9)

WebCongress panama 2014 - War Is Over - What's Next After the Smartphone Wars?
WebCongress panama 2014 - War Is Over - What's Next After the Smartphone Wars?WebCongress panama 2014 - War Is Over - What's Next After the Smartphone Wars?
WebCongress panama 2014 - War Is Over - What's Next After the Smartphone Wars?
 
WebCongress lima 2014: Home is where your phone connects to WiFi automatically
WebCongress lima 2014: Home is where your phone connects to WiFi automaticallyWebCongress lima 2014: Home is where your phone connects to WiFi automatically
WebCongress lima 2014: Home is where your phone connects to WiFi automatically
 
WebCongress US 2013 why does superman wear his underwear outside his pants?. ...
WebCongress US 2013 why does superman wear his underwear outside his pants?. ...WebCongress US 2013 why does superman wear his underwear outside his pants?. ...
WebCongress US 2013 why does superman wear his underwear outside his pants?. ...
 
TEDx Raval 3 de mar 2012 @efernandez 15min short web
TEDx Raval 3 de mar 2012 @efernandez 15min short webTEDx Raval 3 de mar 2012 @efernandez 15min short web
TEDx Raval 3 de mar 2012 @efernandez 15min short web
 
Eduardo fernandez #bif11 keynote
Eduardo fernandez #bif11 keynoteEduardo fernandez #bif11 keynote
Eduardo fernandez #bif11 keynote
 
UIMP Visiones Internacionales desde España y Nuevos escenarios estrategicos s...
UIMP Visiones Internacionales desde España y Nuevos escenarios estrategicos s...UIMP Visiones Internacionales desde España y Nuevos escenarios estrategicos s...
UIMP Visiones Internacionales desde España y Nuevos escenarios estrategicos s...
 
Argumentation The Art Of Persuasion (Colegio De Abogados)
Argumentation   The Art Of Persuasion (Colegio De Abogados)Argumentation   The Art Of Persuasion (Colegio De Abogados)
Argumentation The Art Of Persuasion (Colegio De Abogados)
 
M Life 2009 Modern Government And Mobility Eduardo Fernandez Rojo
M Life 2009 Modern Government And Mobility   Eduardo Fernandez RojoM Life 2009 Modern Government And Mobility   Eduardo Fernandez Rojo
M Life 2009 Modern Government And Mobility Eduardo Fernandez Rojo
 
Ict Mobile Summit 2009 Eduardo Fernandez Plenary Session Short Def
Ict Mobile Summit 2009 Eduardo Fernandez Plenary Session Short DefIct Mobile Summit 2009 Eduardo Fernandez Plenary Session Short Def
Ict Mobile Summit 2009 Eduardo Fernandez Plenary Session Short Def
 

Dernier

Dernier (20)

Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot ModelNavi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu SubbuApidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdf
 

The Future according to Google search - xkcd

  • 1. credits: Randall Munroe xkcd.com Full explanation & methodology>> augmentation: Ed Fernandez naiss.io @efernandez
  • 2. 2016: Windows overtakes iOS seriously?
  • 3. no… but somebody else will, eventually
  • 4.
  • 5.
  • 6. 2017: China completes unmanned lunar-sample return mission  2024: Atlantis begins to reappear Orangutans extinct in wild China lands men and women on the moon NASA sets up permanent moon base Female professionals pass males in pay
  • 7. Space X Elon Musk is on his way to Mars
  • 8. Why becoming an interplanetary species is so important our children 2063 First human clones reach adulthood Population of Moon reaches 100,000 Population of Mars reaches 10,000 Spacecraft exceed speed of light
  • 9. 2018 Jesus returns to Earth 2032 "Big One" hits San Francisco US elects first married lesbian President Entire world converted to Christianity 2079 Religion is marginalized
  • 10. singularity happens by 2049 Maslow’s pyramid of human needs gets an update 2049 $1.000 computer exceeds computational ability of humanity Singularity occurs Fishing industry collapses
  • 11.
  • 12.
  • 13.
  • 14. 2020 Key-boards & mice become obsolete (we knew this already, see Magic Leap - back in slide 7) 2031 Computers controlled by thought 2050 cars banned from European cities 2045 humans & machines merge 2034 US build autonomous robot army
  • 15. 2021 US unemployment falls to 2.8% oh wait! I thought AI and the robot revolution were taking our jobs 2056 Robots given same rights as man 2050 cars banned from European cities 2045 humans & machines merge 2034 US build autonomous robot army
  • 17. 2031 Computers controlled by thought Realtors replaced by technology US Social Security trust fund exhausted 2025 HTML5 is finished [… by a deep learning convolutional network]
  • 18.
  • 19. When her best friend died, she rebuilt him using artificial intelligence W hen the engineers had at last finished their work, Eugenia Kuyda opened a console on her laptop and began to type. “Roman,” she wrote. “This is your digital monument.” replika.ai
  • 20.
  • 21. • Large-scale machine learningconcerns the design of learning algorithms, as well as scaling existing algorithms, to work with extremely large data sets. • Deep learning, a class of learning procedures, has facilitated object recognition in images, video labeling, and activity recognition, and is making signi cant inroads into other areas of perception, such as audio, speech, and natural language processing. • Reinforcement learning is a framework that shifts the focus of machine learning from pattern recognition to experience-driven sequential decision-making. It promises to carry AI applications forward toward taking actions in the real world. While largely con ned to academia over the past several decades, it is now seeing some practical, real- world successes. • Roboticsis currently concerned with how to train a robot to interact with the world around it in generalizable and predictable ways, how to facilitate manipulation of objects in interactive environments, and how to interact with people. Advances in robotics will rely on commensurate advances to improve the reliability and generality of computer vision and other forms of machine perception. • Computer vision is currently the most prominent form of machine perception. It has been the sub-area of AI most transformed by the rise of deep learning. For the rst time, computers are able to perform some vision tasks better than people. Much current research is focused on automatic image and video captioning. • Natural Language Processing, automatic speech recognition, is quickly becoming a commodity for widely spoken languages with large data sets. Research is now shifting to develop re ned and capable systems that are able to interact with people through dialog, not just react to stylized requests. Great strides have also been made in machine translation among di erent languages, with more real-time person-to-person exchanges on the near horizon. • Collaborative systems research investigates models and algorithms to help develop autonomous systems that can work collaboratively with other systems and with humans. • Crowdsourcingand human computation research investigates methods to augment computer systems by making automated calls to human expertise to solve problems that computers alone cannot solve well. • Algorithmic game theoryand computational social choice draw attention to the economic and social computing dimensions of AI, such as how systems can handle potentially misaligned incentives, including self-interested human participants or rms and the automated AI-based agents representing them. • Internet of Things (IoT)research is devoted to the idea that a wide array of devices, including appliances, vehicles, buildings, and cameras, can be interconnected to collect and share their abundant sensory information to use for intelligent purposes. One Hundred Year Study on Artificial Intelligence (AI100) Stanford UniversitySept 2016 - https://ai100.stanford.edu
  • 22. BigML, Inc 18 Developers Data Scientists Everyone Analys ts Academics & Researchers1950s 1980s 2000s Weka, R, Orange, Knime, Scikit 2016 2020 2030 BigML, Azure ML, Amazon ML, Google ML H20, SkyTree, Dato, Spark Machine Learning Evolution
  • 23. the ‘Other’ predictions 2024 Atlantis begins to reappear 2026 Atlantis emerges completely 2048 Unisex bathing suits cover body from shoulder to ankle & Entire US population is overweight 2050 Sex with robots possible 2053 Cars driven by dogs & majority of Americans in prison 2060 Oil runs out (again) 2062 Uganda holds World Cup 2068 Entire population gay by chemicals in water 2069 Public masturbation legalized 2100 Gillette introduces14-bladed razor *simultaneously to iPhone 93 2101 War was beginning
  • 24. credits: Randall Munroe xkcd.com Full explanation & methodology>> augmentation: Ed Fernandez ed@ naiss.io @efernandez