WHY IT MATTERS: Digital Transformation
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WHY IT MATTERS: Digital Transformation
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Curated by Farid Mheir
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Comma.ai will ship a $999 autonomous driving add-on by the end of this year

Comma.ai will ship a $999 autonomous driving add-on by the end of this year | WHY IT MATTERS: Digital Transformation | Scoop.it

At TechCrunch Disrupt SF this year, famed iPhone and PlayStation hacker George Hotz unveiled the first official product of his automotive AI startup, Comma.ai. The Comma One is a $999 add-on shipping before the end of the year, with a $24 monthly subscription for its software, which Hotz says will be able to drive your car from Mountain View to San Francisco without requiring a driver to touch the wheel, the brake or the gas.

Farid Mheir's insight:

Read the article but you can skip the 7min video. For a better - and more relaxed - discussion, consider watching this 1hr interview full of descriptions of self-driving car insights: https://www.youtube.com/watch?v=2zy_07g2IrM

 

For a more technical speech, view the Berkley presentation, even though there are elements that are redundant it provides additional insights into the technology: https://www.youtube.com/watch?v=Hxoke1lDJ9w

 

WHY THIS IS IMPORTANT

His approach is radically different than others and more "purist" from an artificial intelligence and crowd sourcing and I believe that makes his approach something to consider in other areas.

 

For more reading on the subject, this bloomberg paper also brings good insights: http://www.bloomberg.com/features/2015-george-hotz-self-driving-car/

 

Moreover it appears that Google lead is slowly shrinking: http://www.bloomberg.com/news/articles/2016-09-12/google-car-project-loses-leaders-and-advantage-as-rivals-gain 

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Mobileye says Tesla auto braking tech wasn’t designed for scenario behind fatal crash

Mobileye says Tesla auto braking tech wasn’t designed for scenario behind fatal crash | WHY IT MATTERS: Digital Transformation | Scoop.it
Following yesterday’s news of the NHTSA’s investigation into a fatal crash involving a Tesla Model S, Mobileye, the Israeli technology company helping..
Farid Mheir's insight:

Fatal car crash of a Tesla on highway using automated driving mode. The post provides some information about the crash, which appears to be due to a condition that was never programmed into the system (side hit).

 

WHY THIS IS IMPORTANT

Autonomous vehicles will become more and more popular in the future and this event reminds us of the complexities involved. We are very early in this field and much like aviation there should be formal investigations and corrective actions taken when such crash occur so that all manufacturers can learn from crashes. This calls for an international database of car crashes and there should be mandatory requirements for new self-driving systems to "pass" the exam ie. to ensure they all react correctly to previously seen car crashes and other incidents. 

 

This thus becomes an opportunity to learn from the global past experience of millions of drivers and billions of kilometers driven in all conditions, across all countries. I am not aware of such a central database but would expect it to become a reality if we want autonomous driving to be a transformation beyond what we have today: each driver learning for themselve.

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nvidia provides great #DeepLearning getting started & training material

nvidia provides great #DeepLearning getting started & training material | WHY IT MATTERS: Digital Transformation | Scoop.it
Farid Mheir's insight:

nvidia has transformed itself from a graphics card maker to a deep learning leader because its hardware can be leveraged to improve processing speeds of deep learning networks by a factor of 10x.

 

This website presents different tools, frameworks, links to introduction material and training classes to help user get started with deep learning. 

 

WHY THIS IS IMPORTANT

Sites like this will help democratize the use of DL in applications. So you can expect 

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Understanding Aesthetics with Deep Learning

Understanding Aesthetics with Deep Learning | WHY IT MATTERS: Digital Transformation | Scoop.it
How EyeEm uses deep machine learning on GPUs to train aesthetics-based image search based on the knowledge of human photography curators.
Farid Mheir's insight:

Image aesthetics is difficult to quantify adn thus difficult for computers to do: how can a digital system determine what makes a photograph "good"? This paper describes how one company has used deep learning techniques to do so.

 

WHY THIS IS IMPORTANT

With results like this one, we must all question what is possible and open our strategies to include things that in the past have proven difficult or impossible to do. To be successful, strategist must however ensure that they have at their disposal the raw materials required to train computer systems. In the past this would not have been as important but today's new algorithm require massive amounts of data and the resources to train machine intelligence in a good way.

 

For s shorter, less technical version of this article, go to https://medium.com/stories-from-eyeem/how-we-trained-an-algorithm-to-predict-what-makes-a-beautiful-photo-e8de8bccd642#.f6u7gxxwx 

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State of the Internet 2016: web stalls, voice+image recognition & car revolution grow

State of the Internet 2016: web stalls, voice+image recognition & car revolution grow | WHY IT MATTERS: Digital Transformation | Scoop.it

At 213 pages, there's a ton of data, but here are our Top 3 takeaways.

1) The internet itself is seeing slowing growth. In the past two decades, the internet economy was affected by macroeconomic trends, but it was external issues like the housing crisis and the financial crisis that were driving the slowdown. Now it is global internet growth itself that is slowing down.

2) Typing text into a search bar is so last year. In five years, at least 50 percent of all searches are going to be either images or speech.

3) The home screen has acted as the de facto portal on mobile devices since the arrival of the iPhone and even before. Messaging apps, with context and time, have a chance to rival the home screen as the go-to place for interaction.

Farid Mheir's insight:

218 slides of jammed packed information. Soon I will be able to blog one slide of this Mary Meeker State of the Internet annual presentation per day for the whole year. Wow...

 

WHY THIS IS IMPORTANT

This is an annual event for digital experts: the state of the Internet. This year, it focusses on deep learning (think voice+image recognition) and cars. Because really the Internet growth is slowing down. So is mobile phone usage. The trend thus appears to be what we build on top of the Internet and not the Internet itself. Finally.

 

Every company executive and board member should listen to this talk. Even if you don't understand everything you should ask yourself: how is our company positioned to address those trends? In most cases I assume the answer will be: we are not. This should be cause for concern and action.

 

For previous year presentations, go to http://www.scoop.it/t/digital-transformation-of-businesses/?q=meeker 

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The future of mobile engagement may reside in droppping your app for chatbots

With users concentrating more of their time in fewer apps, companies are looking for new ways to connect with customers on mobile. Messaging platforms an
Farid Mheir's insight:

Mobile is the future for most interactions with your customers. However it is more and more difficult to get your apps downloaded and used on a daily basis when you have to compete with Facebook, Google, Snapchat and the myriad of other high performance social tools out there. 

 

The solution may lie in the use of "chatbots", automated software that can respond to user inquiries via sms or messaging apps. This means you could have a customer service or ecommerce "bot" that responds automatically to customers inquiries they make using apps they have already on their phones and that they are using on a daily basis.

 

The video is quite short and provides examples of working products and solutions. I encourage you to listen and take note, then ask yourself how you can put this new technology to use in your digital strategy for the next few years.

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Everything You Know About Artificial Intelligence is Wrong

Everything You Know About Artificial Intelligence is Wrong | WHY IT MATTERS: Digital Transformation | Scoop.it
It was hailed as the most significant test of machine intelligence since Deep Blue defeated Garry Kasparov in chess nearly 20 years ago. Google’s AlphaGo has won two of the first three games against grandmaster Lee Sedol in a Go tournament, showing the dramatic extent to which AI has improved over the years. That fateful day when machines finally become smarter than humans has never appeared closer—yet we seem no closer in grasping the implications of this epochal event.
Farid Mheir's insight:

Hearing so much about deep learning, Big data, and artificial intelligence these days it is useful to review some of the myths and set the story straight.

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The First Person to Hack the iPhone Built a Self-Driving Car. In His Garage.

The First Person to Hack the iPhone Built a Self-Driving Car. In His Garage. | WHY IT MATTERS: Digital Transformation | Scoop.it
A few days before Thanksgiving, George Hotz, a 26-year-old hacker, invites me to his house in San Francisco to check out a project he’s been working on. He says it’s a self-driving car that he had built in about a month. The claim seems absurd. But when I turn up that morning, in his garage there’s a white 2016 Acura ILX outfitted with a laser-based radar (lidar) system on the roof and a camera mounted near the rearview mirror. A tangle of electronics is attached to a wooden board where the glove compartment used to be, a joystick protrudes where you’d usually find a gearshift, and a 21.5-inch screen is attached to the center of the dash. “Tesla only has a 17-inch screen,” Hotz says.
Farid Mheir's insight:

The story of a very bright kid that unleashes the power of deep learning and machine intelligence to tech his car how to drive. And it seems to be working. Someone to look at very carefully.

 

But also a story about the power that these new tools have on our world and should be leveraged more aggressively by corporations.

 

Look at the video here: https://www.youtube.com/watch?v=KTrgRYa2wbI

Numalis's curator insight, March 15, 2016 3:32 AM
Technology is really accelerating. What an expert can do in one month could take years before. This is as exciting as it is uncontrollable. The only remaining question is to know if simple and fast prototyping could be a good canvas to build upon for safe and efficient designs.
Emeric Bailleul's curator insight, March 15, 2016 5:05 AM

The story of a very bright kid that unleashes the power of deep learning and machine intelligence to tech his car how to drive. And it seems to be working. Someone to look at very carefully.

 

But also a story about the power that these new tools have on our world and should be leveraged more aggressively by corporations.

 

Look at the video here: https://www.youtube.com/watch?v=KTrgRYa2wbI

Murphy Ben International 's curator insight, March 16, 2016 4:20 PM

The story of a very bright kid that unleashes the power of deep learning and machine intelligence to tech his car how to drive. And it seems to be working. Someone to look at very carefully.

 

But also a story about the power that these new tools have on our world and should be leveraged more aggressively by corporations.

 

Look at the video here: https://www.youtube.com/watch?v=KTrgRYa2wbI

Curated by Farid Mheir
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