IN CASE YOU MISSED IT!

AI News Thursday, February 8

[vc_row][vc_column][vc_column_text]

AI News TLDR / Table of Contents

  • Machine Learning Summarized in One Picture
    • Here is a nice summary of traditional machine learning methods, from Mathworks.I also decided to add the following picture below, as it illustrates a metho…
    • supervised learning, supervised learning category, kernel density estimation, neural networks, Logistic Regression
  • The Legal AI Year in Review + 2018 Predictions
    • It’s been an incredible year for the ‘New Wave’ of legal technology and Artificial Lawyer has hopefully been able to bring you some of the key moments in this evolutionary journey that is unfolding week by week all around the world.
    • legal AI, biggest development, mainstream legal AI, legal AI technology, legal AI companies
  • IBM, Maersk form blockchain joint venture to focus on global trade
    • IBM and Maersk have been collaborating on creating a blockchain platform for the global supply chain. Now the duo will create a new company to commercialize the platform broadly.
    • joint venture, Maersk, new company, blockchain technology, global trade
  • DARPA Seeking AI That Learns All the Time
    • The agency wants ideas for turning computers into lifelong learners
    • Hava T. Siegelmann, Lifelong Learning Machines, U.S. Defense Advanced, Research Projects Agency, new tasks
  • Facebook’s body-swapping AI has Hollywood written all over it
    • Facebook’s new DensePose AI is like DeepFakes for bodies. 2D image-mapping to 3D humans in video hasn’t been done like this before.
    • AI, neural network, convolutional neural network, 2D RGB image, image-mapping neural networks
  • In 2018, Data Will Put the Human Back into Human Experience
    • Dr. Kirk Borne, Principal Data Scientist for Booz Allen Hamilton, explains the importance and value proposition of 2018 as the year of experience.
    • experience, Data Makes Possible, forward-looking statements, knowledge graph, digital experience development
  • Schedule an IoT Search Assessment
    • Schedule an IoT Search Assessment.- Internet of Things Recruiting
    • IoT Search Assessment, IoT Blog Blockchain, IoT Basics, Home IoT, IoT Jobs
    • Partnership with Daisy Intelligence analyzing past sales data for future marketing efforts
    • future marketing efforts, greatest world-destroying fear, new Dataset, corporate tax-cut bills, Continuous/Lifelong Object Recognition

[/vc_column_text][/vc_column][/vc_row][vc_row el_id=”Machine-Learning-Summarized-in-One-Picture”][vc_column width=”1/2″][vc_separator][vc_column_text]

Score: 10300
URL: https://www.datasciencecentral.com/profiles/blogs/machine-learning-summarized-in-one-picture
Tweeted At: Thu Feb 08 12:48:31 +0000 2018
Publish Date:
Author: Vincent Granville

[/vc_column_text][vc_column_text]

Machine Learning Summarized in One Picture

[/vc_column_text][vc_column_text el_class=”topfeed-summary-list”]

  • Here is a nice summary of traditional machine learning methods, from Mathworks.
  • I also decided to add the following picture below, as it illustrates a method that was very popular 30 years ago but that seems to have been forgotten recently: mixture of Gaussian.
  • Note that you can use a mixture of any distributions, not just Gaussian, for instance, (data-driven) estimated distributions such as those based on kernel density estimation.

[/vc_column_text][vc_column_text el_class=”topfeed-tags”]Tags: supervised learning, supervised learning category, kernel density estimation, neural networks, Logistic Regression[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_separator][vc_column_text el_class=”topfeed-tweet”]

[/vc_column_text][vc_column_text el_class=”topfeed-embedly”]Machine Learning Summarized in One Picture – Data Science Central[/vc_column_text][/vc_column][/vc_row][vc_row el_id=”The-Legal-AI-Year-in-Review-2018-Predictions”][vc_column width=”1/2″][vc_separator][vc_column_text]

Score: 4020
URL: https://www.artificiallawyer.com/2017/12/20/the-legal-ai-year-in-review-2018-predictions/
Tweeted At: Wed Feb 07 18:45:10 +0000 2018
Publish Date: 2017-12-20T07:41:46+00:00
Author: artificiallawyer

[/vc_column_text][vc_column_text]

The Legal AI Year in Review + 2018 Predictions

[/vc_column_text][vc_column_text el_class=”topfeed-summary-list”]

  • Artificial Lawyer asked an array of experts to name what was the biggest development for legal AI and the New Wave of legal technology this year, and what they expected to see happen in 2018.
  • Next up, another of Canada’s pioneering legal tech companies, in this case, legal AI doc review company, Diligen and its Co-Founder, Laura van Wyngaarden.
  • Biggest development of 2017:  ‘In 2017, there was a lot of interest in AI and what it might mean in the legal space — and definitely some hype and confusion about what exactly constitutes AI.
  • The interest was encouraging, and a lot of companies and law firms have been studying the legal tech players and seem more open to incorporating AI into their practice areas.’
  • AI will continue to make fast progress in terms of accuracy and we will see more evidence that AI can actually do some legal tasks better than human lawyers.’

[/vc_column_text][vc_column_text el_class=”topfeed-tags”]Tags: legal AI, biggest development, mainstream legal AI, legal AI technology, legal AI companies[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_separator][vc_column_text el_class=”topfeed-tweet”]

[/vc_column_text][vc_column_text el_class=”topfeed-embedly”]The Legal AI Year in Review + 2018 Predictions – Artificial Lawyer[/vc_column_text][/vc_column][/vc_row][vc_row el_id=”IBM-Maersk-form-blockchain-joint-venture-to-focus-on-global-trade”][vc_column width=”1/2″][vc_separator][vc_column_text]

Score: 3900
URL: http://www.zdnet.com/article/ibm-maersk-form-blockchain-joint-venture-to-focus-on-global-trade/
Tweeted At: Thu Feb 08 18:01:26 +0000 2018
Publish Date: 2018-01-16T12:00:16+00:00
Author: Larry Dignan

[/vc_column_text][vc_column_text]

IBM, Maersk form blockchain joint venture to focus on global trade

[/vc_column_text][vc_column_text el_class=”topfeed-summary-list”]

  • IBM and Maersk said they will form a joint venture focused on using blockchain technology to create a global trade platform.The two companies announced a partnership last year focused on digitizing the supply chain via a blockchain platform.
  • According to IBM and Maersk the mandate for the new company will be to “offer a jointly developed global trade digitization platform built on open standards and designed for use by the entire global shipping ecosystem.
  • See: SEC suspends trading of Blockchain firm with ‘unexplained’ market activity | Korean tech minister seeks to quell blockchain fears amid bitcoin crackdown | Kodak announces the KodakCoin blockchain cryptocurrency – – – For IBM and Maersk, the joint venture could capitalize on a global shipping structure that can be…
  • Inside Dubai’s blockchain-powered future – – – – – – Vincent Clerc, chief commercial officer at Maersk and chairman of the joint venture, said the new company marks a milestone in the efforts to digitize global trade.Via the joint venture, IBM and Maersk are hoping to commercialize their block-chain platform,…
  • A few key points about the joint venture include:Michael J. White, former president of Maersk Line in North America, will be CEO of the new company.The company plans to commercialize a shipping information pipeline that will provide supply chain visibility in real time.Another commercial opportunity for the joint venture will…

[/vc_column_text][vc_column_text el_class=”topfeed-tags”]Tags: joint venture, Maersk, new company, blockchain technology, global trade[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_separator][vc_column_text el_class=”topfeed-tweet”]

[/vc_column_text][vc_column_text el_class=”topfeed-embedly”]IBM, Maersk form blockchain joint venture to focus on global trade | ZDNet[/vc_column_text][/vc_column][/vc_row][vc_row el_id=”DARPA-Seeking-AI-That-Learns-All-the-Time”][vc_column width=”1/2″][vc_separator][vc_column_text]

Score: 2400
URL: https://spectrum.ieee.org/cars-that-think/robotics/artificial-intelligence/darpa-seeking-ai-that-can-learn-all-the-time
Tweeted At: Wed Feb 07 19:01:06 +0000 2018
Publish Date:
Author:

[/vc_column_text][vc_column_text]

DARPA Seeking AI That Learns All the Time

[/vc_column_text][vc_column_text el_class=”topfeed-summary-list”]

  • The real problem is that the shuttle can’t learn from the incident the way a human would: immediately and without forgetting how to do everything else in the process.
  • The U.S. Defense Advanced Research Projects Agency (DARPA) is looking to change the way AI works through a program it calls L2M, or Lifelong Learning Machines.
  • Trying to do so with today’s systems leads to a phenomenon called “catastrophic forgetting,” Siegelmann explained at the IEEE Rebooting Computing Conference.
  • One set will have four years to develop systems that can continuously learn, adapt to new tasks and circumstances, and understand inputs according to what the system’s mission is (called “goal-driven perception).
  • Another set will have four years to identify new mechanisms of lifelong learning—from biology or a physical science—and transfer that mechanism to an algorithm that improves AI.

[/vc_column_text][vc_column_text el_class=”topfeed-tags”]Tags: Hava T. Siegelmann, Lifelong Learning Machines, U.S. Defense Advanced, Research Projects Agency, new tasks[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_separator][vc_column_text el_class=”topfeed-tweet”]

[/vc_column_text][vc_column_text el_class=”topfeed-embedly”]DARPA Seeking AI That Learns All the Time – IEEE Spectrum[/vc_column_text][/vc_column][/vc_row][vc_row el_id=”Facebook-s-body-swapping-AI-has-Hollywood-written-all-over-it”][vc_column width=”1/2″][vc_separator][vc_column_text]

Score: 1500
URL: https://thenextweb.com/artificial-intelligence/2018/02/07/watch-out-hollywood-facebooks-body-swapping-ai-is-coming-for-your-jobs/
Tweeted At: Thu Feb 08 16:47:47 +0000 2018
Publish Date: 2018-02-07T20:29:54+00:00
Author: Tristan Greene

[/vc_column_text][vc_column_text]

Facebook’s body-swapping AI has Hollywood written all over it

[/vc_column_text][vc_column_text el_class=”topfeed-summary-list”]

  • Facebook’s AI research (FAIR) division last week revealed the details of a neural network that maps 2D images to humans in videos.
  • Basically the team taught AI how to add “skins” to people in videos – in real-time.
  • The end result is an AI that uses a 2D RGB image as input and applies it to any number of humans in a video.
  • Instead of putting a celebrity’s face on someone else’s body, you could change the way people look in a video as if editing a Minecraft skin.
  • An AI with the ability to isolate multiple humans in a video and apply targeted 2D image maps could be extraordinarily useful to law enforcement.

[/vc_column_text][vc_column_text el_class=”topfeed-tags”]Tags: AI, neural network, convolutional neural network, 2D RGB image, image-mapping neural networks[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_separator][vc_column_text el_class=”topfeed-tweet”]

[/vc_column_text][vc_column_text el_class=”topfeed-embedly”]Facebook’s body-swapping AI has Hollywood written all over it[/vc_column_text][/vc_column][/vc_row][vc_row el_id=”In-2018-Data-Will-Put-the-Human-Back-into-Human-Experience”][vc_column width=”1/2″][vc_separator][vc_column_text]

Score: 610
URL: https://www.datamakespossible.com/2018-year-experience-part-1/
Tweeted At: Thu Feb 08 16:52:52 +0000 2018
Publish Date: 2018-02-07T09:14:35+00:00
Author:

[/vc_column_text][vc_column_text]

In 2018, Data Will Put the Human Back into Human Experience

[/vc_column_text][vc_column_text el_class=”topfeed-summary-list”]

  • In this article, Part 1 of the latest in his series exclusive to Data Makes Possible, Dr. Kirk Borne, Principal Data Scientist for Booz Allen Hamilton, explains the importance and value proposition of improving the human experience in the digital enterprise, and why the year of experience must include customers,…
  • The second thing that you can do is to tap into the digital data streams that are emanating from your stakeholders to learn how to make the small impactful moves that will make their life experience more engaging, more efficient, and more effective – at that place, in the moment…
  • Good experience will attract customers, users, and employees to your products, services, and business.
  • We frequently hear phrases like User Experience (UX) and Customer Experience (CX) in conversations around digital disruption and business transformation.
  • Data makes possible a better CX: by exploring and exploiting the knowledge graph of products, services, and content within your business domain, you will help enrich the experience of each customer (amplifying their own productivity and effectiveness) in such a way that they should return again and again!

[/vc_column_text][vc_column_text el_class=”topfeed-tags”]Tags: experience, Data Makes Possible, forward-looking statements, knowledge graph, digital experience development[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_separator][vc_column_text el_class=”topfeed-tweet”]

[/vc_column_text][vc_column_text el_class=”topfeed-embedly”]In 2018, Data Will Put the Human Back into Human Experience – Data Makes Possible[/vc_column_text][/vc_column][/vc_row][vc_row el_id=”Schedule-an-IoT-Search-Assessment”][vc_column width=”1/2″][vc_separator][vc_column_text]

Score: 3010
URL: http://internetofthingsrecruiting.com/schedule-a-conference/
Tweeted At: Thu Feb 08 15:01:33 +0000 2018
Publish Date:
Author:

[/vc_column_text][vc_column_text]

Schedule an IoT Search Assessment

[/vc_column_text][vc_column_text el_class=”topfeed-summary-list”]

    [/vc_column_text][vc_column_text el_class=”topfeed-tags”]Tags: IoT Search Assessment, IoT Blog Blockchain, IoT Basics, Home IoT, IoT Jobs[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_separator][vc_column_text el_class=”topfeed-tweet”]

    [/vc_column_text][vc_column_text el_class=”topfeed-embedly”]Schedule an IoT Search Assessment[/vc_column_text][/vc_column][/vc_row][vc_row el_id=””][vc_column width=”1/2″][vc_separator][vc_column_text]

    Score: 1600
    URL: http://route.overnewser.com/ai__newz/?url=http%3A%2F%2Fwww.supermarketnews.com%2Fretail-financial%2Fharps-using-artificial-intelligence-hone-sales
    Tweeted At: Thu Feb 08 17:05:24 +0000 2018
    Publish Date:
    Author: overnewser.com

    [/vc_column_text][vc_column_text]

    [/vc_column_text][vc_column_text el_class=”topfeed-summary-list”]

      [/vc_column_text][vc_column_text el_class=”topfeed-tags”]Tags: future marketing efforts, greatest world-destroying fear, new Dataset, corporate tax-cut bills, Continuous/Lifelong Object Recognition[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_separator][vc_column_text el_class=”topfeed-tweet”]

      [/vc_column_text][vc_column_text el_class=”topfeed-embedly”]Harps using artificial intelligence to hone sales[/vc_column_text][/vc_column][/vc_row]