March 31, 2015
Harvard University

The Future of Life with AI, Nuclear Weapons, and Other Powerful Technologies

Prof. Max Tegmark will explore how we humans have repeatedly underestimated not only the size of our cosmos (and hence our future opportunities), but also the power of our humans minds to understand it and develop technologies with the power to enrich or extinguish humanity.

Known as “Mad Max” for his unorthodox ideas and passion for adventure, Max Tegmark’s scientific interests range from precision cosmology to the ultimate nature of reality, all explored in his new popular book “Our Mathematical Universe.”

He is an MIT physics professor with more than two hundred technical papers and has featured in dozens of science documentaries. His work with the SDSS collaboration on galaxy clustering shared the first prize in Science magazine’s “Breakthrough of the Year: 2003.” He is also the president of the Future of Life Institute, which is launching a major research program supported by Elon Musk aimed at keeping artificial intelligence beneficial.

TechBites: Digital twin – älyä suunnitteluun
22 May 2019, Tampere University, Hervanta Campus

Professorit Asko Ellman ja Kari Koskinen tutkivat ja kehittävät Tampereen yliopiston tekniikan ja luonnontieteiden tiedekunnassa suunnittelumenetelmiä ja elinkaaren hallintamenetelmiä. Suunnittelutyökalut, kuten XR, SXR, Digital Twin, AI ja ML tuovat uusia mahdollisuuksia koneiden, tuotannon ja rakennetun ympäristön elinkaaren hallintaan. Näissä on nähtävissä isoja mahdollisuuksia suunnittelun tuottavuuden kasvattamiseen.

A self-driving car has a split second to decide whether to turn into oncoming traffic or hit a child who has lost control of her bicycle. An autonomous drone needs to decide whether to risk the lives of busload of civilians or lose a long-sought terrorist. How does a machine make an ethical decision? Can it “learn” to choose in situations that would strain human decision making? Can morality be programmed? We will tackle these questions and more as the leading AI experts, roboticists, neuroscientists, and legal experts debate the ethics and morality of thinking machines.

This program is part of the Big Ideas Series, made possible with support from the John Templeton Foundation.

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Original Program Date: June 4, 2016
MODERATOR: Bill Blakemore
PARTICIPANTS: Fernando Diaz, Colonel Linell Letendre, Gary Marcus, Matthias Scheutz, Wendell Wallach

Can Life and Death Decisions Be Coded? 00:00

Siri… What is the meaning of life? 1:49

Participant introductions 4:01

Asimov’s Three Laws of Robotics 6:22

In 1966 ELIZA was one of the first artificial intelligence systems. 10:20

What is ALPHAGO? 15:43

TAY Tweets the first AI twitter bot. 19:25

Can you test learning Systems? 26:31

Robots and automatic reasoning demonstration 30:31

How do driverless cars work? 39:32

What is the trolley problem? 49:00

What is autonomy in military terms? 56:40

Are landmines the first automated weapon? 1:10:30

Defining how artificial intelligence learns 1:16:03

Using Minecraft to teach AI about humans and their interactions 1:22:27

Should we be afraid that AI will take over the world? 1:25:08

You’ll live a lot longer than you think, thanks to the progress that medicine will make in your lifetime. And because progress is accelerating, you’ll see a lot more new things in the next decades than in your life to date.
Pedro Domingos takes you on a whirlwind tour of the new superpowers you’ll acquire, the technologies that will underpin them, and what you’ll do with them. Fasten your seatbelt – from controlling the world with your mind to editing your own genes, the next hundred years of your life are going to be a wild ride.

Pedro Domingos is Professor at University of Washington and the author of “The Master Algorithm”. He is a winner of the SIGKDD Innovation Award, the highest honor in data science. He is a Fellow of the Association for the Advancement of Artificial Intelligence, and has received a Fulbright Scholarship, a Sloan Fellowship, the National Science Foundation’s CAREER Award, and numerous best paper awards.

His research spans a wide variety of topics in machine learning, artificial intelligence, and data science, including scaling learning algorithms to big data, maximizing word of mouth in social networks, unifying logic and probability, and deep learning.

This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at

The questions: What is machine learning in data science & what is machine learning used for are a bit ironic since the ML algorithms of youtube are what determined to show you this video in the first place. On this video you will learn the science behind ML or machine learning and a.i or artificial intelligence and what they are used for. Deep learning is another concept that we will focus on another video. Machine learning and ai on the other hand are going to shape the future of our lives since they are being used in the 21st century global economy. Data scientists will have more oppurtunities to focus their attention on creating ML artificial intelligence systems. We’ve already seen “Sophia” an A.I Robot that responds intelligently on peopl’se questions. This will become the norm as machine learning develops in the coming years. Watch the video to learn more about ML and data science.

#ML #MachineLearning #DataScience

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Future of ML

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How will Artificial Intelligence affect crime, war, justice, jobs, society and our very sense of being human? The rise of AI has the potential to transform our future more than any other technology—and there’s nobody better qualified or situated to explore that future than Max Tegmark, an MIT professor who’s helped mainstream research on how to keep AI beneficial.

Artificial Intelligence In Real Everyday Life. Every single one of us encounters artificial intelligence multiple times each day. Even if we aren’t aware of it, artificial intelligence is at work, often behind the scenes, as we go about our everyday lives.

If you would like more information on this topic, please feel free to visit my website and sign up for content updates! I write articles every week on various different topics such as Big Data, AI and Key Performance Indicators.

Visit the Artificial Intelligence & Machine Learning topic page

Thanks for watching!

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Life 3.0: Being Human in the Age of Artificial Intelligence
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Publisher: Knopf
Total pages: 384

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How will artificial intelligence affect crime, war, justice, jobs, society, and our very sense of being human? The rise of AI has the potential to transform our future more than any other technology – and there’s nobody better qualified or situated to explore that future than Max Tegmark, an MIT professor who’s helped mainstream research on how to keep AI beneficial.

How can we grow our prosperity through automation without leaving people lacking income or purpose? What career advice should we give today’s kids? How can we make future AI systems more robust so that they do what we want without crashing, malfunctioning, or getting hacked? Should we fear an arms race in lethal autonomous weapons? Will machines eventually outsmart us at all tasks, replacing humans on the job market and perhaps altogether? Will AI help life flourish like never before or give us more power than we can handle?

What sort of future do you want? This book empowers you to join what may be the most important conversation of our time. It doesn’t shy away from the full range of viewpoints or from the most controversial issues – from superintelligence to meaning, consciousness, and the ultimate physical limits on life in the cosmos.

Life 3.0: Being Human in the Age of Artificial Intelligence by Max Tegmark Book Review

The race for human-level AI is in full swing. It’s not an inquiry of whether AGI will come, yet when. We don’t know the thing exactly would happen when it does, yet several scenarios are feasible: humans could upgrade their “hardware” and join with machines, or a super-intelligence might take over the world. The thing that is certain is mankind would have to ask itself some big philosophical questions in terms of the features that make us human.

For summary;


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Creature Technology is the world’s top animatronics company that makes giant dinosaurs, bears, gorillas, and whatever else museums and amusement parks need. In this segment of ‘Hello World: Australia,’ Bloomberg’s Ashlee Vance visits the company’s warehouse and meets these incredible “creatures” in person.

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Hello World is a Webby and Emmy-nominated video series by Bloomberg that invites the viewer to come on a journey across the globe to find the inventors, scientists and technologists shaping our future. Join journalist and best-selling author Ashlee Vance on a quest to find the freshest, weirdest tech creations and the beautiful freaks behind them.

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“Life 3.0: Being Human in the Age of Artificial Intelligence” by Max Tegmark is today’s book review and summary as we explore consciousness amidst other forms of AI.

Other book reviews like this one:

In a new film, leading Cambridge University researchers discuss the far-reaching advances offered by artificial intelligence – and consider the consequences of developing systems that think far beyond human abilities.

In his lecture hosted by BCG GAMMA and Brahe Education Foundation, Max Tegmark speaks about Life 3.0 and the future of Artificial Intelligence, its possibilities and risks. He asks what kind of future do humans want to live in and how can they steer AI towards it? His answers are profound and insightful, but very human-centric for obvious reasons. So lets hear what Sharon Zero has to say about it, from her very unique perspective.

Conference “Artificial and natural intelligence: at the intersection of interests”, part of a series of scientific events dedicated to the 85th anniversary of the academician of the Russian Academy of Sciences, Chairman of the Presidium of the Russian Association for the Advancement of Science Evgeny Pavlovich Velikhov.

Our J.P. Morgan office is a place where you can solve real-world problems using state of the art machine learning methods and cutting-edge AI research. Learn more about opportunities to develop your career and advance tech at:

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Life as an AI Researcher & Machine Learning Engineer | Technology | J.P. Morgan

The Beyond Center presents the 2018 Beyond Annual Lecture with Max Tegmark.

If AI succeeds in eclipsing human general intelligence within decades, as many leading AI researchers predict, then how can we make it the best rather than worst thing ever to happen to humanity? I argue that this will require planning and hard work, and explore challenges that we need to overcome as well as exciting opportunities.

How can we grow our prosperity through automation without leaving people lacking income or purpose? What career advice should we give today’s kids? How can we make future AI systems more robust, so that they do what we want without crashing, malfunctioning or getting hacked? How can we make machines understand, adopt and retain our goals, and whose goals should should they be? What future do you want? Welcome to the most important conversation of our time!

This will help you to learn how artificial intelligence is improving our lifestyle daily. What are the types of artificial intelligence? How can artificial intelligence will be creative and mimic humans. How we are transforming our all dependencies on Artificial Intelligence. So watch complete video.

Avi Goldfarb, co-author of Prediction Machines talks to Kim Parlee about why AI will reform our economy and what you can do to prepare yourself and your business.

This is a presentation about “The effects of Artificial Intelligence on our life” according to course COMM1103 of BCIT by Samira Rahbari.

Summary of Tegmark Life 3.0 with some critique

Darren Hendler and Doug Roble from the Digital Human Group at Digital Domain share how they are making real-time photo-realistic digital humans possible using machine learning, Unreal Engine and NVIDIA RTX GPUs. Learn more:

This is my review and summary of an amazing book: Life 3.0: Being Human in the Age of Artificial Intelligence written by Max Tegmark.

We are approaching times when machines start to understand our world. There is a possibility, that in the near future we will be working with Artificial Intelligence as equal partners. This idea divided people into two groups. Some people expect androids to be our slaves, and others think that people will be working for AI. How should we approach this new age? Should we destroy all electronics, or work harder to make AI more powerful as soon as possible?

The author talks about every possible argument and every point of view regarding AI. It’s hard to find the main conclusion because we have only theories. I found that a lot of those possibilities made me think more about my future and life overall.

We all heard about automated cars. There are many prototypes of self-driving cars, and there is a big discussion about safety. Let’s say you’re driving, and 2 people suddenly walked in on the road in front of you – one from the left and one from the right. The car has to decide how to react to this situation:
A – hit the old person on the left side of the road.
B – hit the kid running after a ball on the right side of the road
or C – hit the tree next to the road, and probably injure passengers.
Which path should it choose? There is no good answer to this question.
But author pushes it even more. We would definitely need insurance for situations like these. Who should pay it?
Car owner? Should it be included in the car price? Or maybe it’s manufacturer’s obligation?
And with extra insurance, maybe cars could earn money for themselves, as Uber drivers?
But then, why stop there? Why couldn’t we let them do more than just drive? AI is better than humans when it comes to operating the stock market, so could our cars have their own stock wallets, to cover accident insurance expenses?

The author suggests looking at AI development from the perspective of horses looking at the first car.
Horses probably thought that humans wouldn’t need them anymore since they could use cars for traveling purposes. But older horses could say that they had thought the same about the steam engine. And then, they probably realized that they didn’t need to walk around for hours to do simple tasks like mashing grain. And in fact, the number of horses in the USA tripled since car production started. People keep them as symbol status, for health reasons or just to enjoy riding.
Yes, there is a possibility that we eliminate repetitive tasks, like accounting, the same way we replaced humans with machines in factories.

We may someday create one great AI that will lead humans. Such program would be similar to some of the god’s imaginations. Its main goal would be creating the best environment possible for humans to live in, and keeping them healthy and happy. How would a machine achieve something like this? We can only speculate….

The author suggests imagining that every person over 5 years old died. Your goal is to move all humans to a different planet, and you only have kids to manage. Would you give them instructions and hope they understand and execute them? Or maybe you would force them to do things they wouldn’t want to do, that would be good for them in the long-term?

At the end of this book, you can read more about goals. What goals would AI pursue? Even if we assume we can set fixed goals for it, who should be in charge of that? People with great power can have different goals, just like Pope and Hitler had different goals. How should those goals be defined to avoid King Midas’ mistake? He wanted to be successful in every business venture, but he simplified it too much, and said: “I want everything I touch to turn into gold”. This could happen with AI.

The most important question you are probably asking yourself is “which jobs will disappear”? This is tricky because we can’t predict precisely how things will develop. If you want to become a taxi driver or an accountant, you may find that there is no need for such jobs before you even finish your school. The author suggests choosing creative jobs that need interaction with other people.

The author did an amazing job explaining the most likely outcomes with comparisons so simple, that even grandmas lacking technology knowledge could understand it. I never enjoyed science fiction, but Max used popular stories to better show ways AI development could go and kept it simple, steered clear of exaggerations.
This is a must-read, whether you are a supporter or an opponent of AI.

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Cute Robots are becoming more mainstream and Cute Robot Toys are no longer just toys, they are aids, companions, your security and so much more. Robots are your Ultimate Life Hack.

With advancements in technology and Artificial Intelligence (AI) household robots are so much more than just toys and are able to make your Life easier and more rewarding.

In the not too distant future, we might all have a robot or AI device in our own homes, making life that more easier and interesting.

Robots will be the Ultimate Life Hack

Which Cute Robot will you buy?
Alpha2 –
Cozmos –
Jibo –
Antbo –
Vortex –

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How the new technology is a source of tracking your every move and then by learning the patterns, how it starts making decisions for you to eat, wear and other walks of life.

Mark Scott, Secretary of NSW Department of Education moderates an expert panel across AI, technology, industry and the economy to further explore AI and the future of life and work. Mark will be joined on stage by Toby Walsh, Andrew Charlton, Daniel Petre and Genevieve Bell.

Join the conversation on Twitter by following @education2040 and using the hashtag #futurefrontiers. Special thanks to our principal partners Adobe, CBA, Deloitte and Hicksons Lawyers for their strong support.

Find out more about our partners, speakers and the program at

Life 3.0 – by Max Tegmark

‘Being human in the age of Artificial Intelligence’

Life has gradually grown more complex and interesting into 3 different tiers since the start of the Universe.

Life 1.0: Simple and biological. Can’t design it’s own software, and can’t design it’s own hardware – both are determined by DNA and change via evolution

Life 2.0: Cultural. Can survive and replicate. Can design its software like new skills – language, sports and professions. This flexibility has enabled humans to dominate the planet. While we can design our software, we can’t design our hardware

Life 3.0: The birth of a technological species. It can design both its software and its own hardware – causing an intelligence explosion and real possibilities of Artificial General Intelligence.

This book explores the range of scenarios that might be spawned from our AI future.

Grab a copy of the book here:

Max Tegmark Life 3.0 Being Human in the Age of Artificial Intelligence Part 02

Meet AIVA, an artificial intelligence that has been trained in the art of music composition by reading more than 30,000 of history’s greatest scores. In a mesmerizing talk and demo, Pierre Barreau plays compositions created by AIVA and shares his dream: to create original live soundtracks based on our moods and personalities.

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On November 15, 2018, BCG GAMMA and Brahe Education Foundation hosted a lecture with Max Tegmark who spoke of Life 3.0 and the future of Artificial Intelligence including both its possibilities and also risks. What kind of future do we want to live in and how can we steer AI towards it? Max Tegmark is a Professor of Physics at MIT, co-founder of the Future of Life Institute, and Scientific Director of the Foundational Questions Institute.

Artificial intelligence (AI) is intelligence exhibited by machines. In computer science, the field of AI research defines itself as the study of “intelligent agents”

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