Many questions arise around this topic: What is Artificial Intelligence and what isn't? What is possible today? How can my organisation use AI? Will this replace my job? What can we expect in the future?
We will answer these and more in our presentation. We help you understand the impact of digital on your business and give you concrete steps to start taking action.
A Glimpse Into the Future of Data Science - What's Next for AI, Big Data & Ma...Pangea.ai
We are living in the era of "the fourth industrial revolution". How did we get here? Read this presentation to explore current application trends in Artificial Intelligence (AI,) The Internet of Things (IoT), Big Data, and Machine Learning (ML) technology. Also, to discover the future implications of big data in our lives.
Read the original article here: https://www.pangea.ai/data-science-resources/future-of-data-science/
Work with a data science expert at Pangea: https://www.pangea.ai/
Artificial intelligence (ai) will radically transform the way we do business in the future, and the way we live. That’s a strong statement, but i believe it’s true. Ai has many faces. As we are increasingly exposed to it, it’s important to understand what it can and can’t do and how companies can pivot wisely to this still evolving reality without overlooking the ethical, human and regulatory questions it raises.
Many questions arise around this topic: What is Artificial Intelligence and what isn't? What is possible today? How can my organisation use AI? Will this replace my job? What can we expect in the future?
We will answer these and more in our presentation. We help you understand the impact of digital on your business and give you concrete steps to start taking action.
A Glimpse Into the Future of Data Science - What's Next for AI, Big Data & Ma...Pangea.ai
We are living in the era of "the fourth industrial revolution". How did we get here? Read this presentation to explore current application trends in Artificial Intelligence (AI,) The Internet of Things (IoT), Big Data, and Machine Learning (ML) technology. Also, to discover the future implications of big data in our lives.
Read the original article here: https://www.pangea.ai/data-science-resources/future-of-data-science/
Work with a data science expert at Pangea: https://www.pangea.ai/
Artificial intelligence (ai) will radically transform the way we do business in the future, and the way we live. That’s a strong statement, but i believe it’s true. Ai has many faces. As we are increasingly exposed to it, it’s important to understand what it can and can’t do and how companies can pivot wisely to this still evolving reality without overlooking the ethical, human and regulatory questions it raises.
Futurist Speaker Gerd Leonhard: Bottom Line Future Trends (summary)Gerd Leonhard
These are some of my favourite memes and bottom lines from 10+ recent slideshows and presentations see http://www.futuristgerd.com/category/gerd/gerds-presentations/ and www.gerdtube.com for videos
If you enjoy my slideshares please take a look at my new book “Technology vs Humanity” http://www.techvshuman.com or buy it via Amazon http://gerd.fm/globalTVHamazon
More at http://www.futuristgerd.com or www.gerdleonhard.de
Download all of my videos and PDFs at http://www.gerdcloud.net
About my new book: are you ready for the greatest changes in recent human history? Futurism meets humanism in Gerd Leonhard’s ground-breaking new work of critical observation, discussing the multiple Megashifts that will radically alter not just our society and economy but our values and our biology. Wherever you stand on the scale between technomania and nostalgia for a lost world, this is a book to challenge, provoke, warn and inspire.
The Top 10 Artificial Intelligence Trends Everyone Should Be Watching In 2020Bernard Marr
Artificial Intelligence (AI) has undoubtedly been the technology story of the 2010s, and it doesn't look like the excitement is going to wear off as a new decade dawns.
Edelman’s 2019 Artificial Intelligence (AI) Survey compares the U.S. general public’s perceptions of AI with those of senior tech executives who have a front row seat on AI development and deployment.
Respondents in both survey groups clearly see the potential upsides of AI, but also significant problems; 60 percent of the general public and 54 percent of tech executives agree that regulation of AI is critical for its safe development.
While 91 percent of tech executives and 84 percent of the general public believe that AI constitutes the next technology revolution, there are very real concerns about its impact on society, business and government. These range from smart toys that could invade children’s privacy to negative impacts on the poor to a loss of human intellectual capabilities.
About a third of both groups believe AI-powered “deepfake” videos (videos or audio recordings that are doctored to alter reality) could lead to an information war that, in turn, might lead to a shooting war (30 percent of the general population; 33 percent of tech executives).
Among the key findings:
54 percent of the general public and 43 percent of tech executives say AI will hurt the poor, and 67 percent and 75 percent, respectively, believe it will benefit the wealthy;
71 percent of the general public and 65 percent of tech executives worry that AI will lead to a loss of human intellectual capabilities;
74 percent of the general population and 72 percent of tech executives say that smarter AI-powered devices will lessen the need for people to interact with others, leading to more isolation;
81 percent within the general population and 77 percent of tech executives believe that advances in AI will likely cause a reactionary response from a society that feels threatened;
51 percent of the general population and 45 percent of tech executives state that AI-powered deepfake videos could mean that no information is believable and that they are highly corrosive to public trust.
The research was developed by the Edelman AI Center of Expertise with input from the World Economic Forum.
Is Artificial Intelligence Dangerous? 6 AI Risks Everyone Should Know AboutBernard Marr
Discussions about artificial intelligence often focus on its positive impacts for society while disregarding the more difficult and less-popular idea that AI could also potentially be dangerous. Just like any powerful tool, AI can be used for good and bad. Here are a few AI risks everyone should know about.
Big Data and the Future of Journalism (Futurist Keynote Speaker Gerd Leonhard...Gerd Leonhard
This is a slightly edited version of my slides presented in London on June 7, 2013 and the Reuters Institute see https://reutersinstitute.politics.ox.ac.uk/research/conferences/forthcoming-conferences/big-data-big-ideas-for-media.html
BTW: You can download ALL of my slideshows, free books and other stuff at http://futuristgerd.com/downloads/
"Data stockpiles are growing exponentially...consumer profiles, media content usage patterns, Twitter and Facebook posts, online purchases, public records, real-time media user behavior and much more. The Big Ideas conference speakers will inspire tactics and strategies to harness these data.
The media industry's leading edge experts from journalism and business disciplines will detail their own case studies, outlining their challenges and triumphs using tools to understand complex data sets. They will outline how these experiences have paved the way to prize-winning journalism, audience insights and growing revenues..."
Are you ready for the 4th industrial revolution?Sylvain Kalache
It's been a year that I left my job at LinkedIn to start my new professional life in the world of education, I wanted to share the biggest thing I learnt during this time.
Our world as we know it is about to drastically change, with the recent huge improvements in the world of deep learning and artificial intellligence, we are about to enter a new world where robot will take over a lot of tasks that were done by humans. What will be the impact? How shall we react? How to train the workforce? Are few questions I answer in this deck.
Linked blog post here: https://www.linkedin.com/pulse/you-ready-4th-industrial-revolution-sylvain-kalache
Technology and Humanity, AI and The Future: Bratislava Keynote by Futurist Ge...Gerd Leonhard
Are humans computable? Can AI actually 'think'? What will happen to humans when machines do 'all the work'? This presentation was delivered along with the launch of free Slovak edition of my book Technology vs Humanity see www.techvshuman.com
GlobalSouthTech - AI Strategies for Cambodia (11 sep2018)Slash
Presentation at the GlobalSouthTech event on 11 Sep 2018 in Phnom Penh.
It touches on:
- major tech trends and AI in particular
- how AI will change industries (and regions)
- how Cambodia can adopt AI solutions
- what the challenges are for Cambodia to do so both from a data and a talent point of view
- how we propose forward thinking companies can help address those challenges
- an example of our specific open-source initiative www.cambodia.ai to help address this
Will artificial intelligence replace programmersMaciej Dziergwa
Artificial intelligence can compose songs, paint pictures, help in cancer therapy, drive cars and play games. It’s also starting to write code.
Does it mean that the days of human programmers are already numbered? Will software engineering be automated?
A primer on Artificial Intelligence (AI) and Machine Learning (ML)Yacine Ghalim
Over the past couple of years, we found ourselves investing in 7 AI and ML enabled companies, in areas as diverse as marketing, credit scoring, recruitment, fertility tracking and so on. It appears that we’ve been among the most active European investors in what most people today still view as a “theme”. Most importantly, more and more of our other portfolio companies are starting to adopt these technologies in order to make their products better.
What follows is a presentation that we gave to our LPs at our most recent investor day in February. We tried to give them a primer on these technologies: what they are ; why we are all talking about them now ; and how we, at Sunstone, are thinking about investing in those companies.
Marketers' Hopes and Fears for Artificial IntelligenceDavid Berkowitz
What do marketers expect from artificial intelligence? How will AI impact marketers' jobs? Will it play a bigger role in media buying or creative, account management or finance? What do marketers want to get out of it? Why should marketers care about it? And what can marketers learn from the leading thinkers about AI? All of this is covered in research first presented at IAB Conecta in Mexico City in August 2017.
What Is Strong (General) AI? Here Are 9 Practical Examples Bernard Marr
There are two different types of artificial intelligence—weak or narrow AI and strong or general AI. General AI has not been achieved yet, but it describes when machines are able to exhibit full human cognitive skills without any human intervention. Here are 9 practical examples of general artificial intelligence.
5 Important Artificial Intelligence Predictions (For 2019) Everyone Should ReadBernard Marr
Artificial intelligence (AI), machine learning and deep learning have made huge strides in 2018. In this post we look at some of the key AI predictions for 2019, where is will be used, how it will make the biggest impact, as well as the key challenges we have to address.
Introduction to Artificial Intelligence.pptxRSAISHANKAR
My name is R. Sai Shankar. In here, I'm publish a small PowerPoint Presentation on Artificial Intelligence. Here is the link for my YouTube Channel "Learn AI With Shankar". Please Like Share Subscribe. Thank you.
https://youtu.be/3N5C99sb-gc
Futurist Speaker Gerd Leonhard: Bottom Line Future Trends (summary)Gerd Leonhard
These are some of my favourite memes and bottom lines from 10+ recent slideshows and presentations see http://www.futuristgerd.com/category/gerd/gerds-presentations/ and www.gerdtube.com for videos
If you enjoy my slideshares please take a look at my new book “Technology vs Humanity” http://www.techvshuman.com or buy it via Amazon http://gerd.fm/globalTVHamazon
More at http://www.futuristgerd.com or www.gerdleonhard.de
Download all of my videos and PDFs at http://www.gerdcloud.net
About my new book: are you ready for the greatest changes in recent human history? Futurism meets humanism in Gerd Leonhard’s ground-breaking new work of critical observation, discussing the multiple Megashifts that will radically alter not just our society and economy but our values and our biology. Wherever you stand on the scale between technomania and nostalgia for a lost world, this is a book to challenge, provoke, warn and inspire.
The Top 10 Artificial Intelligence Trends Everyone Should Be Watching In 2020Bernard Marr
Artificial Intelligence (AI) has undoubtedly been the technology story of the 2010s, and it doesn't look like the excitement is going to wear off as a new decade dawns.
Edelman’s 2019 Artificial Intelligence (AI) Survey compares the U.S. general public’s perceptions of AI with those of senior tech executives who have a front row seat on AI development and deployment.
Respondents in both survey groups clearly see the potential upsides of AI, but also significant problems; 60 percent of the general public and 54 percent of tech executives agree that regulation of AI is critical for its safe development.
While 91 percent of tech executives and 84 percent of the general public believe that AI constitutes the next technology revolution, there are very real concerns about its impact on society, business and government. These range from smart toys that could invade children’s privacy to negative impacts on the poor to a loss of human intellectual capabilities.
About a third of both groups believe AI-powered “deepfake” videos (videos or audio recordings that are doctored to alter reality) could lead to an information war that, in turn, might lead to a shooting war (30 percent of the general population; 33 percent of tech executives).
Among the key findings:
54 percent of the general public and 43 percent of tech executives say AI will hurt the poor, and 67 percent and 75 percent, respectively, believe it will benefit the wealthy;
71 percent of the general public and 65 percent of tech executives worry that AI will lead to a loss of human intellectual capabilities;
74 percent of the general population and 72 percent of tech executives say that smarter AI-powered devices will lessen the need for people to interact with others, leading to more isolation;
81 percent within the general population and 77 percent of tech executives believe that advances in AI will likely cause a reactionary response from a society that feels threatened;
51 percent of the general population and 45 percent of tech executives state that AI-powered deepfake videos could mean that no information is believable and that they are highly corrosive to public trust.
The research was developed by the Edelman AI Center of Expertise with input from the World Economic Forum.
Is Artificial Intelligence Dangerous? 6 AI Risks Everyone Should Know AboutBernard Marr
Discussions about artificial intelligence often focus on its positive impacts for society while disregarding the more difficult and less-popular idea that AI could also potentially be dangerous. Just like any powerful tool, AI can be used for good and bad. Here are a few AI risks everyone should know about.
Big Data and the Future of Journalism (Futurist Keynote Speaker Gerd Leonhard...Gerd Leonhard
This is a slightly edited version of my slides presented in London on June 7, 2013 and the Reuters Institute see https://reutersinstitute.politics.ox.ac.uk/research/conferences/forthcoming-conferences/big-data-big-ideas-for-media.html
BTW: You can download ALL of my slideshows, free books and other stuff at http://futuristgerd.com/downloads/
"Data stockpiles are growing exponentially...consumer profiles, media content usage patterns, Twitter and Facebook posts, online purchases, public records, real-time media user behavior and much more. The Big Ideas conference speakers will inspire tactics and strategies to harness these data.
The media industry's leading edge experts from journalism and business disciplines will detail their own case studies, outlining their challenges and triumphs using tools to understand complex data sets. They will outline how these experiences have paved the way to prize-winning journalism, audience insights and growing revenues..."
Are you ready for the 4th industrial revolution?Sylvain Kalache
It's been a year that I left my job at LinkedIn to start my new professional life in the world of education, I wanted to share the biggest thing I learnt during this time.
Our world as we know it is about to drastically change, with the recent huge improvements in the world of deep learning and artificial intellligence, we are about to enter a new world where robot will take over a lot of tasks that were done by humans. What will be the impact? How shall we react? How to train the workforce? Are few questions I answer in this deck.
Linked blog post here: https://www.linkedin.com/pulse/you-ready-4th-industrial-revolution-sylvain-kalache
Technology and Humanity, AI and The Future: Bratislava Keynote by Futurist Ge...Gerd Leonhard
Are humans computable? Can AI actually 'think'? What will happen to humans when machines do 'all the work'? This presentation was delivered along with the launch of free Slovak edition of my book Technology vs Humanity see www.techvshuman.com
GlobalSouthTech - AI Strategies for Cambodia (11 sep2018)Slash
Presentation at the GlobalSouthTech event on 11 Sep 2018 in Phnom Penh.
It touches on:
- major tech trends and AI in particular
- how AI will change industries (and regions)
- how Cambodia can adopt AI solutions
- what the challenges are for Cambodia to do so both from a data and a talent point of view
- how we propose forward thinking companies can help address those challenges
- an example of our specific open-source initiative www.cambodia.ai to help address this
Will artificial intelligence replace programmersMaciej Dziergwa
Artificial intelligence can compose songs, paint pictures, help in cancer therapy, drive cars and play games. It’s also starting to write code.
Does it mean that the days of human programmers are already numbered? Will software engineering be automated?
A primer on Artificial Intelligence (AI) and Machine Learning (ML)Yacine Ghalim
Over the past couple of years, we found ourselves investing in 7 AI and ML enabled companies, in areas as diverse as marketing, credit scoring, recruitment, fertility tracking and so on. It appears that we’ve been among the most active European investors in what most people today still view as a “theme”. Most importantly, more and more of our other portfolio companies are starting to adopt these technologies in order to make their products better.
What follows is a presentation that we gave to our LPs at our most recent investor day in February. We tried to give them a primer on these technologies: what they are ; why we are all talking about them now ; and how we, at Sunstone, are thinking about investing in those companies.
Marketers' Hopes and Fears for Artificial IntelligenceDavid Berkowitz
What do marketers expect from artificial intelligence? How will AI impact marketers' jobs? Will it play a bigger role in media buying or creative, account management or finance? What do marketers want to get out of it? Why should marketers care about it? And what can marketers learn from the leading thinkers about AI? All of this is covered in research first presented at IAB Conecta in Mexico City in August 2017.
What Is Strong (General) AI? Here Are 9 Practical Examples Bernard Marr
There are two different types of artificial intelligence—weak or narrow AI and strong or general AI. General AI has not been achieved yet, but it describes when machines are able to exhibit full human cognitive skills without any human intervention. Here are 9 practical examples of general artificial intelligence.
5 Important Artificial Intelligence Predictions (For 2019) Everyone Should ReadBernard Marr
Artificial intelligence (AI), machine learning and deep learning have made huge strides in 2018. In this post we look at some of the key AI predictions for 2019, where is will be used, how it will make the biggest impact, as well as the key challenges we have to address.
Introduction to Artificial Intelligence.pptxRSAISHANKAR
My name is R. Sai Shankar. In here, I'm publish a small PowerPoint Presentation on Artificial Intelligence. Here is the link for my YouTube Channel "Learn AI With Shankar". Please Like Share Subscribe. Thank you.
https://youtu.be/3N5C99sb-gc
This guide demystifies AI and democratizes AI knowledge on how it creates and delivers value. It provides an essential understanding of AI to anyone with varying technical knowledge, curiosity, and interest in the technology.
Artificial Intelligence (AI) is one of the hottest topics in the tech and startup world at the moment. The field of AI and its associated technologies present a range of opportunities – as well as challenges – for corporates. Learn more about what Artificial Intelligence means for your organization.
Artificial Intelligence is trendy. Every event, every strategy meeting and every consulting firm talks about it. This whitepaper aims to separate actual facts and important background information from the overarching marketing buzz.
You will get a short but information-rich wrap up about: What causes the current hype? Where are we today? What are the innovation leaders doing with AI? And what are immediate action points to focus on by applying artificial intelligence to your business?
What is Artificial Intelligence? : Everything You Need to Know about AIDashTechnologiesInc
Artificial Intelligence may be a buzzword now, but it’s not a new term. It was coined in 1956 by Minsky and McCarthy. Even though their effort to bring AI into the world’s attention failed, scientists and innovators started researching and developing machines that would mimic humans. In a nutshell;
Will Artificial Intelligence Take Over Human.pdfVkmath
In this rapidly growing technological era, there are some misconceptions, myths about artificial intelligence. Artificial intelligence is very much essential in this generation. Although it has some drawbacks artificial intelligence has its own advantages.
Introduction To Artificial Intelligence PowerPoint Presentation SlidesSlideTeam
Introduction to Artificial Intelligence is for the mid level managers giving information about what is AI, AI levels, types of AI, where AI is used. You can also know the difference between AI vs Machine learning vs Deep learning to understand expert system in a better way for business growth. https://bit.ly/3er7KWI
Clipperton - AI - Deep Learning: From Hype to Maturity?Stephane Valorge
Paris, London, Berlin – September 2017 - Clipperton, a leading European corporate finance boutique focused on the High Tech and Media industries announces the release of a Research Paper covering the recent trends and evolution in the Artificial Intelligence industry, with a particular focus on the hottest topic of the last 18 months: Deep Learning.
JyotPrakash Gugnani, Student of sem 2 from department of journalism and mass communication, JIMS Vasant Kunj II talk about Areas of Artificial Intelligence. Have a Look!! For more updates: visit: jimssouthdelhi.com
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...Mansi Shah
This study examines cattle rearing in urban and rural settings, focusing on milk production and consumption. By exploring a case in Ahmedabad, it highlights the challenges and processes in dairy farming across different environments, emphasising the need for sustainable practices and the essential role of milk in daily consumption.
Transforming Brand Perception and Boosting Profitabilityaaryangarg12
In today's digital era, the dynamics of brand perception, consumer behavior, and profitability have been profoundly reshaped by the synergy of branding, social media, and website design. This research paper investigates the transformative power of these elements in influencing how individuals perceive brands and products and how this transformation can be harnessed to drive sales and profitability for businesses.
Through an exploration of brand psychology and consumer behavior, this study sheds light on the intricate ways in which effective branding strategies, strategic social media engagement, and user-centric website design contribute to altering consumers' perceptions. We delve into the principles that underlie successful brand transformations, examining how visual identity, messaging, and storytelling can captivate and resonate with target audiences.
Methodologically, this research employs a comprehensive approach, combining qualitative and quantitative analyses. Real-world case studies illustrate the impact of branding, social media campaigns, and website redesigns on consumer perception, sales figures, and profitability. We assess the various metrics, including brand awareness, customer engagement, conversion rates, and revenue growth, to measure the effectiveness of these strategies.
The results underscore the pivotal role of cohesive branding, social media influence, and website usability in shaping positive brand perceptions, influencing consumer decisions, and ultimately bolstering sales and profitability. This paper provides actionable insights and strategic recommendations for businesses seeking to leverage branding, social media, and website design as potent tools to enhance their market position and financial success.
Can AI do good? at 'offtheCanvas' India HCI preludeAlan Dix
Invited talk at 'offtheCanvas' IndiaHCI prelude, 29th June 2024.
https://www.alandix.com/academic/talks/offtheCanvas-IndiaHCI2024/
The world is being changed fundamentally by AI and we are constantly faced with newspaper headlines about its harmful effects. However, there is also the potential to both ameliorate theses harms and use the new abilities of AI to transform society for the good. Can you make the difference?
White wonder, Work developed by Eva TschoppMansi Shah
White Wonder by Eva Tschopp
A tale about our culture around the use of fertilizers and pesticides visiting small farms around Ahmedabad in Matar and Shilaj.
Top 5 Indian Style Modular Kitchen DesignsFinzo Kitchens
Get the perfect modular kitchen in Gurgaon at Finzo! We offer high-quality, custom-designed kitchens at the best prices. Wardrobes and home & office furniture are also available. Free consultation! Best Quality Luxury Modular kitchen in Gurgaon available at best price. All types of Modular Kitchens are available U Shaped Modular kitchens, L Shaped Modular Kitchen, G Shaped Modular Kitchens, Inline Modular Kitchens and Italian Modular Kitchen.
Hello everyone! I am thrilled to present my latest portfolio on LinkedIn, marking the culmination of my architectural journey thus far. Over the span of five years, I've been fortunate to acquire a wealth of knowledge under the guidance of esteemed professors and industry mentors. From rigorous academic pursuits to practical engagements, each experience has contributed to my growth and refinement as an architecture student. This portfolio not only showcases my projects but also underscores my attention to detail and to innovative architecture as a profession.
Book Formatting: Quality Control Checks for DesignersConfidence Ago
This presentation was made to help designers who work in publishing houses or format books for printing ensure quality.
Quality control is vital to every industry. This is why every department in a company need create a method they use in ensuring quality. This, perhaps, will not only improve the quality of products and bring errors to the barest minimum, but take it to a near perfect finish.
It is beyond a moot point that a good book will somewhat be judged by its cover, but the content of the book remains king. No matter how beautiful the cover, if the quality of writing or presentation is off, that will be a reason for readers not to come back to the book or recommend it.
So, this presentation points designers to some important things that may be missed by an editor that they could eventually discover and call the attention of the editor.
Expert Accessory Dwelling Unit (ADU) Drafting ServicesResDraft
Whether you’re looking to create a guest house, a rental unit, or a private retreat, our experienced team will design a space that complements your existing home and maximizes your investment. We provide personalized, comprehensive expert accessory dwelling unit (ADU)drafting solutions tailored to your needs, ensuring a seamless process from concept to completion.
2. 3 Goals of this presentation
#1 Introduce you to Artificial Intelligence
#2 Provide a high-level overview of today & tomorrow
#3 Help organisations get started with AI
3. Speaker on Bitcoin & Blockchain
Consultant at Duval Union Consulting
sam.wouters@duvalunion.com
Sam Wouters
@sdwouters
Made by
Speaker on Artificial Intelligence
4. ‣ We are a digital consulting company.
‣ Founded in 2009.
‣ We work for large clients across all
sectors.
‣ We have a strong vision on the impact
of digital and act accordingly.
‣ We are advisors, writers, coaches and
entrepreneurs.
5. ‣ Slide 8-22: A brief history of Artificial Intelligence
‣ Slide 23-36: Demystification
‣ Slide 37-44: AI is all around us
‣ Slide 45-63: Going from ANI to AGI
‣ Slide 64-75: Going from AGI to ASI
‣ Slide 76-98: How to use ANI
‣ Slide 99-110: How to start building
Table of contents
7. How to define AI
ARTIFICIAL
INTELLIGENCE
DEEP
LEARNING
MACHINE
LEARNING
A building
block of AI
A subset of
Machine Learning
Intelligence
by machines
9. First AI: The Staffelwalze
The first known calculator to perform all 4 operations:
addition, subtraction, multiplication and division.
1672
10. In the 1940s the Church–Turing thesis was created. It
suggested that digital computers can simulate any
process of formal reasoning and led researchers to
consider the possibility of building an electronic brain.
1940s
11. AI started getting developed by philosophers and
mathematicians in the 19th century. Alan Turing is
one of the best known founding fathers of modern AI.
1950s
12. INTERVIEWER
PERSON AI
The interviewer has a limited
amount of time to ask
questions to the other rooms.
An interviewer, a person and an
AI get put in 3 different rooms.
They communicate through text.
If the interviewer can’t figure out
who is human before time is up,
the AI passes the Turing Test.
13. AI research was founded at
Dartmouth College in 1956.
The founders and their students wrote
astonishing programs that were
winning at checkers, solving word
problems in algebra, proving logical
theorems and speaking English.
They expected to have pure AI within
twenty years, but underestimated the
difficulty and in 1974 all funding was
cut off from AI research.
1956-74 Founding of AI & practice
14. After a few more attempts at revival,
AI began to be used more in the 90s
in all kinds of areas. In 1997, IBM’s
Deep Blue beat Garry Kasparov, the
reigning world champion at chess.
1990s
15. In 2011 IBM’s Watson beat Ken Jennings and Brad Rutter in the
TV Quiz Jeopardy, the first sign of AI beating people at non-math.
1990s
16. In 2016, Google’s Deepmind beat
Lee Sedol 4-1 at Go, putting AI 10
years ahead of expectations.
2016
21. MORE DATA &
RESEARCH
Why now?
ERROR RATES
ARE FALLING
CHEAP NEURAL
NETWORKS
“2015 was a landmark year for AI, with software projects using AI at
Google increasing from ‘sporadic usage’ in 2012 to over 2700 projects.”
~Jack Clark, Strategy & Communications Director at OpenAI
22. Why does AI matter?
OUR LIVES
OUR BUSINESSES OUR SOCIETY
How will AI impact our purpose?
How will AI change our businesses? How will AI impact our workforce?
41. Netflix uses AI to go from recommendations
based on what you’ve seen, to what you like
42. A 19-year-old made a
free chatbot lawyer
that has appealed
$3m in parking tickets
43. Identifying diseases by comparing huge amounts of data
Freenome, a startup focused on detecting
cancer through AI, set up by a 28-year
old, landed a $65 million investment by
Andreessen Horowitz & Google Ventures
50. “I truly believe the computing Singularity
is coming, that’s why I’m in a hurry –
to aggregate the cash, to invest.”
~Softbank CEO Masayoshi Son
on their $100B tech fund
51.
52. How to achieve AGI
CHEAPER
COMPUTER
POWER
BECOMING
SMARTER
53. Goal: $1000 for human brainpower
CHEAPER
COMPUTER
POWER
1015
calcs/second
20 watts of power
0.00126M3
54. Our best computer: $390M Tianhe-2
CHEAPER
COMPUTER
POWER
1034
calcs/second
24 MW of power
2160M3
55. We should have enough cheap
computing power by 2025
CHEAPER
COMPUTER
POWER
56. How to achieve AGI
CHEAPER
COMPUTER
POWER
BECOMING
SMARTER
69. What will an AI trillions of
times smarter than us do?
70. “AI is likely to be either the best or
worst thing ever to happen to
humanity.” ~Stephen Hawking
“If I had to guess at what our
biggest existential threat is, it's
probably AI.” ~Elon Musk
“When a few people control a
platform with extreme intelligence,
it creates dangers in terms of
power and control.” ~Bill Gates
71. But if we get it right…
Cure diseases? Solve energy problems?
72. Elon Musk launches Neuralink, a venture
to merge the human brain with AI
73. An Open Letter
Research priorities for robust and beneficial Artificial Intelligence
The potential benefits (of AI) are huge, since everything that
civilization has to offer is a product of human intelligence; we
cannot predict what we might achieve when this intelligence is
magnified by the tools AI may provide, but the eradication of
disease and poverty are not unfathomable.
Because of the great potential of AI, it is important to research
how to reap its benefits while avoiding potential pitfalls.
futureoflife.org/ai-open-letter/
74.
75. Open AI’s “Universe”, a platform to train AI's
across games, websites and other apps
77. How to use ANI
There are 10 building blocks in AI
COGNITION
SENSORY
PERCEPTION
MACHINE
LEARNING
DEEP
LEARNING
IMAGE
ANALYSIS
NATURAL
LANGUAGE
GENERATION
NATURAL
LANGUAGE
PROCESSING
SPEECH
RECOGNITION
ROBOTICS
KNOWLEDGE
ENGINEERING
78. 10 building blocks of AI
COGNITION
SENSORY
PERCEPTION
MACHINE
LEARNING
DEEP
LEARNING
IMAGE
ANALYSIS
NATURAL
LANGUAGE
GENERATION
NATURAL
LANGUAGE
PROCESSING
SPEECH
RECOGNITION
ROBOTICS
KNOWLEDGE
ENGINEERING
79. 10 building blocks of AI
A process to understand and represent human knowledge in data structures.
Knowledge Engineering can be used in applications to solve complex problems that
are generally associated with human expertise. IBM Watson Health uses engineered
knowledge in combination with over 290 medical journals, textbooks, and drug
databases to help oncologists choose the best treatment for their patients.
KNOWLEDGE
ENGINEERING
80. 10 building blocks of AI
A physical manifestation of an AI, allowing it to interact with the physical world.
Robots are mostly used to automate repetitive tasks in controlled manufacturing
environments across all industries. Applications are things such as transporting
goods, assembling products, quality checks, sorting objects,… Amazon employs
over 45.000 logistic robots in its warehouses and Tesla has a fully automated factory.
ROBOTICS
81. 10 building blocks of AI
A process to convert speech to text, to allow AI to listen to the physical world.
Speech recognition can be used to allow applications to take commands from
humans, to transcribe conversations or even participate in them.
Popular examples are Apple’s Siri, Google Now and Amazon’s Alexa.
SPEECH
RECOGNITION
82. 10 building blocks of AI
A process to understand the meaning of words in text.
Natural Language Processing can be used to analyse any text to extract topics,
sentiment, meaning and ultimately to gain knowledge. It is used to read the
sentiment in financial markets, to analyse product reviews, monitor social media,…
NATURAL
LANGUAGE
PROCESSING
83. 10 building blocks of AI
A process to express stored information in an understandable way for humans.
Natural Language Generation is the opposite of NL Processing. It allows AI’s to
communicate back to humans about the information they processed. It is mostly
used in virtual personal assistants such as Siri, Google Now and Alexa, but also in
customer service chatbots.
NATURAL
LANGUAGE
GENERATION
84. 10 building blocks of AI
Converts objects to text, to allow AI to see the physical world.
A technology that identifies and understands what can be seen in images and video.
It assigns labels to objects and situations. Best known applications of Image Analysis
are facial recognition, quality controls and self-driving technology.
IMAGE
ANALYSIS
85. 10 building blocks of AI
Machine Learning consists of tools and algorithms to analyze data.
Machine learning can be used in a large variety of ways, such as predictions,
identifying patterns, recommendations,… Today it is used to better detect diseases,
recommend content, improve products and services and many other applications.
MACHINE
LEARNING
86. 10 building blocks of AI
The creation of an artificial brain to handle large amounts of data.
Deep learning is a branch of machine learning that focuses on algorithms to create
artificial neural networks. These networks are more efficient at handling data at large
scale and are used by large Internet companies to organise information, analyse and
predict behaviour, improve search and products & services and more.
DEEP
LEARNING
87. 10 building blocks of AI
A process to convert physical characteristics to text to provide context.
Sensors measure and collect information about people, places and all kinds of
objects to provide context. Examples of this are location, weather, sound, presence,
volume and pressure. Sensory perception is used to predict equipment or material
failures before they happen, so maintenance can be adjusted to it.
SENSORY
PERCEPTION
88. 10 building blocks of AI
Turing-complete applications, where we can’t tell AI apart from other humans.
Cognitive applications have a mind of their own and are able to perceive,
interact, learn, act and evolve by themselves. Cognition is a missing piece that,
in combination with the other building blocks, will create pure AI.
COGNITION
89. How to use ANI
There are 10 building blocks in AI
COGNITION
SENSORY
PERCEPTION
MACHINE
LEARNING
DEEP
LEARNING
IMAGE
ANALYSIS
NATURAL
LANGUAGE
GENERATION
NATURAL
LANGUAGE
PROCESSING
SPEECH
RECOGNITION
ROBOTICS
KNOWLEDGE
ENGINEERING
5 maturity phases
Phase 1: In research phase but not in practical use yet
Phase 2: Used in commercial applications but not accurate and consistent enough
Phase 3: Accurate enough for applications, but still has technical challenges to overcome
Phase 4: Has overcome the challenges in phase 3 but requires perfection
Phase 5: Pure AI, indistinguishable from human intelligence
90. The maturity of AI in 5 phases
Cognition
Phase 1: In research phase but not in
practical use yet
Watch for promising
future opportunities
91. The maturity of AI in 5 phases
Cognition
Phase 1: In research phase but not in
practical use yet
Phase 2: Used in commercial applications
but not accurate and consistent enough
Knowledge
Engineering
Deep
Learning
Image
Analysis
Natural Language
Generation
Pioneering a market
before the value is created
92. The maturity of AI in 5 phases
Cognition
Phase 1: In research phase but not in
practical use yet
Phase 2: Used in commercial applications
but not accurate and consistent enough
Phase 3: Accurate enough for
applications, but still has technical
challenges to overcome
Knowledge
Engineering
Deep
Learning
Image
Analysis
Natural Language
Generation
Speech
Recognition
Natural Language
Processing
Machine
Learning
Adds some value for
your business today
95. The maturity of AI in 5 phases
Cognition
Knowledge
Engineering
Speech
Recognition
Sensory Perception
Robotics
Phase 1: In research phase but not in
practical use yet
Phase 2: Used in commercial applications
but not accurate and consistent enough
Phase 3: Accurate enough for
applications, but still has technical
challenges to overcome
Phase 4: Has overcome the challenges in
phase 3 but requires perfection
Deep
Learning
Image
Analysis
Natural Language
Generation
Natural Language
Processing
Machine
Learning
Adds serious value for
your business today
96. The maturity of AI in 5 phases
Cognition
Knowledge
Engineering
Speech
Recognition
Sensory Perception
Robotics
Phase 1: In research phase but not in
practical use yet
Phase 2: Used in commercial applications
but not accurate and consistent enough
Phase 3: Accurate enough for
applications, but still has technical
challenges to overcome
Phase 4: Has overcome the challenges in
phase 3 but requires perfection
Phase 5: Pure AI, indistinguishable from
human intelligence
Deep
Learning
Image
Analysis
Natural Language
Generation
Natural Language
Processing
Machine
Learning
Doesn’t exist yet
97. How to use ANI
There are 10 building blocks in AI
COGNITION
SENSORY
PERCEPTION
MACHINE
LEARNING
DEEP
LEARNING
IMAGE
ANALYSIS
NATURAL
LANGUAGE
GENERATION
NATURAL
LANGUAGE
PROCESSING
SPEECH
RECOGNITION
ROBOTICS
KNOWLEDGE
ENGINEERING
5 maturity phases
Phase 1: In research phase but not in practical use yet
Phase 2: Used in commercial applications but not accurate and consistent enough
Phase 3: Accurate enough for applications, but still has technical challenges to overcome
Phase 4: Has overcome the challenges in phase 3 but requires perfection
Phase 5: Pure AI, indistinguishable from human intelligence
And countless applications…