Beyond Games: The Future of AI and AlphGo Zero

Intel's Bob Rogers explains the possibilities that emerge as AI progresses beyond standard machine learning. DeepMind's self-taught Go champion is just the beginning.

The next iteration of AI is the step of generating its own examples with which it builds the models to extract rules. That’s what AlphaGo Zero did in generating a million examples of different rounds of Go to improve its own play. That was achieved through reinforcement learning, which relies on “feedback — positive reinforcement for what’s right and penalties for what’s gone wrong,” Rogers said.
While that ability opens up great possibilities for systems to learn to answer the questions we want answered, the thing to remember is that the systems “are very much unitaskers,” Rogers said. AlphaGo Zero may be an unparalleled Go player, but playing Go is the only thing “the program is designed to do.” Through transfer learning, AI systems can shift to apply the same kind of deep learning to another domain. Still, they would not do so on their own; someone would have to set them up for that.

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What AlphaGo Zero Means for the Future of AI

Holiday Marketing Fail from Adora Dolls

Below is the email I just saw copied exactly as it appeared except for the manual addition of one of the pictures.  So how many things does this get wrong?

1. Market targeting: my youngest is 16 -- in other words way past the stage of playing with dolls.

2.They say "multi-cultural" when they really mean muti-racial. Dolls don't have culture, and these are not the kind that come dressed in native costumes that reflect a particular ethnic or cultural identity.

3. They give themselves a big pat on the back for making dolls of color avaialbe yet show a girl of color holding a white doll.

4. Notice that for all their claiming broad-mindedness, including stressing the possibility that a boy may want to play with dolls, they don't show any little boy with a doll here. At best, they showa doll who could be dressed as a boy, or what they like to call"gender-neutral." In fact, parents have thought of giving their boys dolls to play with already decades ago (at least I did) and the fact that a doll may be dressed as a girl or as a boy really is not part of the equation. My girls had baby boy dolls, as well as those that were dressed in a gender-neutral clothing. 

5. The whole princess/prince thing is absurd. I never called my kids that, and it actually has very negative connotations in certain contexts.

So there you have it: if you're going to pitch your products in this way, do it right, and make sure you're actually reaching your target market via email rather than spamming countless people. 

Hi Ariella,

Isn't there enough racial tension today?  Not with Adora dolls.  This brand creates authentic multi-cultural dolls, boy dolls and gender neutral designs.  Their award winning dolls are also Machine Washable & BPA Free.  This is a company you want to support!!  Let me know if I can request a sample.  Thanks!  Jessica :)

Make It A Multicultural Holiday Season With Dolls From Adora

BPA-free, machine washable dolls & accessories for every child

It has been said America is the melting pot and today it could not be truer. Ethnic diversity has accelerated in recent decades, a trend which is expected to continue into the future. Ethnicity has important implications for culture, identity, and well-being that is why Adora has created a variety of ethnically diverse dolls that all children can identify with. No matter their ethnicity the nurturing aspect of doll play is good for all kids, (yes, boys too).

Adora encourages nurturing doll play with award-winning dolls and accessories that kids and moms love. Adora offers handcrafted toys that are as responsible as they are fun. Unlike other doll brands, Adora not only has gender neutral patterns, but many of their multicultural dolls have unique sculpts for different ethnicities.

Finding that special doll a child can identify with is essential to nurturing play and helps foster a healthy self image. In addition, doll play improves a child’s motor skills, social skills, sparks imaginations and teaches important social skill such as kindness and compassion.

Truly find a doll for ANY child and boost their confidence with Adora

 

• PlayTime Baby Floral Romper: Handmade with care, this adorable Asian baby doll is perfect for cuddling! With a bean bag weighted bottom which gives them their life-like feel, it’s great for ages 1 and up.

• PlayTime Baby Little Princess: The perfect first baby doll weighing just 12 ounces, your little one will love the life-like features from their button noses to little hands and feet! Created in exclusive, lightly baby powder scented, Gentle Touch vinyl, these baby dolls have a cuddly, silky-smooth body that reminds us all of the beloved trim on a child’s favorite blankie.

PlayTime Baby Little Prince: While some may still see dolls as a “girl toy,” there are plenty of little boys out there who adore their baby dolls. Downright adorable, this little prince will be the perfect cuddle buddy for your tiny tot!

Let Adora help foster a healthy self image with nurturing play this holiday season. Surprise them with an Adora doll that shows them just how beautiful they are in their own skin!

Prices range anywhere from $12.99 to $119.99. Adora Toys can be purchased online at http://www.adoraplay.com. For more information or a sample, contact jparise@chicexecs.com. 

Tailored and Targeted Marketing in the B2B Space

The problem facing B2B marketers is that they have not been given the same tools and capabilities available for B2C marketers to reach people on more than 500 channels available. That's because they don't have integrated data on the people they need to target, which hampers their addressable audience and reach.

The 2016 Forrester Report, “B2B Budget Plans Show That It's Time For A Digital Wake-Up Call," found that even though two-thirds of B2Bs indicated they would be increasing their digital budgets within the year, only about one-fifth considered their teams truly adept at leveraging data and insights for effective digital campaigns. 

Darian Shirazi, CEO and cofounder of Radius, a leader in connecting B2B data and intelligence spoke with me about the big challenge that B2B marketers have had in trying to target a CIO. 

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Targeted Advertising for B2B

Mixed Reality Marketing

Picture to illustrate app courtesy of Trigger

Mixed reality experiences began playing an important role in marketing a few years ago. Jason Yim, the CEO of Trigger, “The Mixed Reality Agency™,” explained what makes it so effective.  

“On the marketing side, there are two big things that mixed reality can do that others can't,” says Yim. “One is product visualization and the second is the sharing of user-generated social content.”

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Why Marketing Through Mixed Reality Works

Smart Waste Management with IoT

ace it, waste happens. Every supply chain must deal with it. That’s why there are waste management companies and solutions, though they have been hampered by inadequate information flow, which leads to another form of waste – that of time and energy. Now, IoT is enabling smarter solutions, and rapid-application development (RAD) platforms make it faster and easier to implement effective waste management.

UK-based ISB Global, a Value Added Reseller (VAR) of SAP software solutions, is also a Software Solutions & Technology Partner (SSTP) for Waste & Recycling One. That software solution, based on SAP Business One ERP platform, creates smart waste management application based on analytics and mobility.  

Below is the video in which ISB describes how its smart bins systems increase efficiency, lowers logistical costs, and reduces carbon emissions as a result. It also automates the process of identifying the best route for the day’s waste collection needs and the generation of bills based on real time data on the work done.

The sensors pick up on how full the bins are to put in the information that optimizes the pick-up time to when they are full but not yet overflowing. Bluetooth Beacons provide location trackers that can ascertain that they are located where they should be to avoid any confusion or delay for pickup.

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IoT Enables Smarter Waste Management

A simple tool to counter ad fraud

Do you know where your ads are? The less than satisfactory answer to that question has prompted some companies to pull back from the digital ad space.  Pixel tracking may solve that problem.
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Where Your Digital Ads Are At

Just Slightly Off Target

As I was going through my emails to see which to read and which to zap, I noticed this one from Target because the subject line "Women subject line should read: This sweater deal unravels tonight."
Here's the snip of the email as proof.

It looks like the former cake decorator may have finally learned not to misspell "birthday" and moved on to a job in charge of sending out Target's emails.

NFC taps IoT's potential for marketing

Once upon a time, retail stores tried to get our attention with special displays, signs and stickers, but now they can tap into the power of IoT to communicate a lot more than just “New!” or “Special!” The smartphones we carry can convey marketing messages built into the displays or even the product themselves with just a tap.

Thin Film Electronics ASA is a global leader in NFC (near field communication). It creates printed tags, labels, and systems that incorporate memory, sensors, and wireless communication to enable one-to-one digital marketing through just a tap of a smartphone.

Together with GlaxoSmithKline, it deploys Thinfilm's SpeedTap™ tags in interactive “smart” shelves featuring Flonase®  in stores in six Canadian provinces. Customers who tap their NFC-enabled smartphones to the shelves can get information about the product at the moment of decision.

Matt Bright, Senior Director of Product and Technical Marketing, Thinfilm, spoke with us about why the “smart” shelves are just the tip of the iceberg in IoT marketing. We're not only talking about delivering marketing messages, but being able to customize and adapt to them and pick up the trail of the customer journey even beyond the buying decision.

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Tying the Physical and Digital in NFC

Holograms Enable 3D Marketing

With every brand vying for people's attention, messages on a screen no longer stand out. That's why some brands are turning to augmented reality, and the possibilities opened up by holograms of famous personalities. Augmented Reality hologram company, VNTANA, has been used by brands like Microsoft, Mercedes-Benz and Pepsi to engage and collect data on potential customers.

We spoke with Ashley Crowder, VNTANA's CEO and Co-Founder about how brands make themselves stand out – literally – with holograms. It's effective for “any public face where brands trying to engage with consumers in the moment,” she said VNTANA partnered with multiple brands this year at Comic-Con 2017 to bring fans one-of-a-kind hologram experiences.

The holograms are so effective at drawing people in because they are “wowed” by the 3D images of familiar figures, Crowder explained. The interactivity it invites make it “seems like a game” or a “futuristic photo booth.” Those who use it don't perceive it as an advertisement or a way of collecting their data via facial recognition that picks up on age, gender, and emotions.

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3D Marketing with Holograms

Automation Will Define Industry 4.0

pic from https://upload.wikimedia.org/wikipedia/commons/2/22/Factory_Automation_Robotics_Palettizing_Bread.jpg

As the Industrial Internet revolutionizes manufacturing, the essential difference between the automation of the past and Industry 4.0 automation is scale.

The linking of the physical and digital in the Internet of Things has enabled manufacturing’s next evolution: the Industrial Internet, or Industry 4.0. Shawn Fitzgerald, vice president of marketing at Thomas, recently shared some insights on the effects of increasing automation and sensor integration.

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The Future is Automated

Promoting sustainability built on data

 

 

 

The Rainforest Alliance deployed software that enabled it to advance data movement throughout its various applications, supply chain systems and data warehouse.

This year, the Rainforest Alliance celebrates 30 years of upholding standards for conservation and labor achieved through partnerships with farmers, wood harvesters and the businesses that incorporate those harvests into their products. With a presence in Asia, Africa, Europe and the Americas, the alliance has an impact on the sustainable practices of more than 1.3 million farms in 78 nations.

The green frog logo that appears on the Rainforest Alliance's certified seal on a wide array of products lets consumers know which businesses are committing to these standards for their supply chains.

Read more in Integrating Data to Support a Sustainable Future

What Facebook's new standards mean for marketers

With nearly two billion active users and over five million advertisers on its platform, Facebook is major marketing medium. Many marketers appreciated its extended access, but what they didn't not care for was the lack of control over ad placement. Now Facebook is doing something to address that concern.  John Donahue, Chief Product & Marketing Officer at Sonobi spoke with me about the latest development.

On September 13, Facebook announced new “monetization eligibility standards“ to assure its millions of advertisers  that they can “feel confident and in control over where their ads appear.” The new guidelines offer greater “detail on the types of content that advertisers may find sensitive” so that they can decide if they want to prevent their ads from appearing on the pages that feature sensitive content.

Read more in Giving More Control to Advertisers on Facebook

Implementing ABM with all 3 varieties

I attended the ITSMA Account-Based Marketing Forum in  New York on  September 12.  The first session, delivered by Demandbase's Vice President ABM Strategy & Field Marketing, Jessica Fewless, and ITSMA's Senior Vice President, Rob Leavitt was “Optimizing ABM Investment: The Case for a Blended Approach.”

Based on the July 2017 ITSMA and ABM Leadership Alliance Account-Based Marketing Benchmarking Survey,  87% of marketers already agree that ABM is effective. The majority – 72% – also agree that the ABM approach has had an impact on “the way we do all our marketing today,” and 58% report that it makes the “entire company more customer-centric.” That jibes with what Scott Sobers, VP ABM, at Teradata said during his presentation: “Everything we do, we do with a lens around ABM.”

Read more in Keys to Optimizing ABM

Pulling together 11 colleges and 12 hospitals

Expansion is a sign of success, but it also brings new organizational challenges, particularly when that expansion is built on knitting together various organizations. That's the situation that Philadelphia-based Thomas Jefferson University and Jefferson Health (TJU) were in as they sought to bring together what now amounts to 30,000 employees in 11 colleges, two universities and 12 hospitals.

Achieving a coherent vision for the newly expanded entity was built into the job description for Jeffrey Stevens. He said that he was hired as chief human resources officer to accomplish two key tasks. One was to establish HR locally. The second was to deploy an HR tech strategy that would "consolidate everyone onto a single core system."

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University Adopts a Unifying Vision and Platform

Mood Marketing Drives Toyota's Latest Campaign

The calendar still says 2017, but for car brands, it's already 2018. To market  this year's Camry, Toyota is veering away from making its car look like the sensible, though boring choice. Its “Sensations” campaign is meant to tap into what its audience is feeling.

Among the commercials designed for the campaign are some that explicitly encourage making the purchase of the care for “the wrong reasons.”  Those present the Camry as an attractive choice that makes driving a sensuous experience – as if the car were a sexy sports car.

As you can see from the video above, “Striking” presents a young woman in the role of the Bond girl, who zooms by in a car that flutters her hair as if she were in a convertible with the top down. It meant to be exciting, and once y're excited you can find a corresponding video identified by emoji.

Read more in Toyota Turns to Twitter for Mood Marketing

Got sarcasm?

I'm being sarcastic." We've all had at least one exchange in which we either had to explain or had someone else explain that what was said was not intended to be taken straight. Generally, you need to know something about both the context and the speaker to grasp when to take a statement at face value or interpret it as sarcastic.

That's why it's particularly challenging to get handle on intent when attempting sentiment analytics on social media. For artificial intelligence to truly understand what humans mean, it needs emotional intelligence, as well. Iyad Rahwan, an associate professor the MIT Media lab and one of his students, who developed the algorithm with one of, Bjarke Felbo worked on just that.

The results are what they call Deep Moji. Described as "artificial emotional intelligence," Deep Moji was trained on millions of emojis "to understand emotions and sarcasm." Rahwan explained to MIT's Technology Review that in the context of online communication emojis take on the function of body language or tone in offering nonverbal cues for meaning.

Read more in Emojis Train AI to Recognize Sarcasm

Mixed Reality to Become Mainstream

For all of its impressive effects, marketers have been holding back to some extent from applying mixed reality to their campaigns. That made sense in light of the fact that most people were not equipped to view it properly. But that's set to change by the end of this year.

At the end of August, Microsoft announced a lineup of mixed reality equipment for the holiday season that is expected to put it in the hands of a lot more people, thanks to the triple appeal of an affordable price, easy setup, and portability...

Google just released  a preview of its new software development kit (SDK) called ARCore for Android devices. Here's a video showing some Wizard of Oz inspired effects:

Popular characters also be adapted to marketing in a mixed reality environment, for example letting people interact with personae linked to brands, like Tony the Tiger, or Mr. Clean. That would mean that anyone could have the experience shown in cleaner's Super Bowl ad last year (except for getting the actual cleaning done, of course).

Read more in Mainstreaming Mixed Reality

Enhancing engagement with RCS

Rich Communications Services (RCS) effectively “drives engagement,” Brian Heikes, Vice President Product, Solutions and Analytics at 3Cinteractive says, because it makes it possible for people to experience “the same richness” provided by OTT “with the ubiquity that SMS has.” That opens up possibility of custom branding and other rich media used with native messenger.

In effect, it can offer “the depths of capabilities that have been locked behind an application” within “the messaging experience.” That's a significant benefit in light of the fact that “more than 95%” of people who download apps quit using them after just 30 days. As a result, brands can't capitalize on the promise of app engagement with the “ubiquitous capability” enjoyed by SMS.

At the 2017 Mobile World Congress, 3C showcased some of the possible applications RCS, with an illustration from its client, Walgreens, and Early Access Program partner, Google. This video, shows how Walgreens gives consumers personalized beauty recommendations seamlessly by uploading a selfie.

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RCS To Set a New Standard for Mobile Marketing

Increasing IoT Investment for Supply Chain

At the beginning of 2017, IDC published its forecast for worldwide spending on the Internet of Things (IoT). It came up with the figure of $737 billion for spending on IoT in 2016 to cover organizational investments “in the hardware, software, services, and connectivity” it requires. That amount would continue to grow based at “a compound annual growth rate (CAGR) of 15.6% over the 2015-2020 forecast period, reaching $1.29 trillion in 2020,” the firm projected.

A huge chunk of that is to come from industry. In fact, IDC’s estimates allocate the lion’s share of IoT investments in 2016 to that sector and found that it involved several large investment amounts. For the 2016, investment in IoT for manufacturing operations would have amounted to $102.5 billion. It also involved a chunk of investment in logistics, specifically freight monitoring  to the tune of $55.9 billion.

The motivation for such hefty investment at this time, according to IoT World’s report Manufacturing IoT & Supply Chain Transformation in 2017 (registration required) “is simple: a compelling ROI through increased efficiency, productivity, reliability and safety.”

Indeed, that fits “the formula for the Industrial Internet” that GE set forth in its 2015 Industrial Internet Report. It described the IoT for industry “as a source of both operational efficiency and innovation that is the outcome of a compelling recipe of technology developments,” which are composed of the following parts.

• Data: both from the standard forms of Big Data and the additional streams coming through the sensors that track “equipment, products, factories, supply chains.”
• Analytics that can assess the status of the connected things.
• The definitive core of the business that defines the desired outcomes

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Investment in Supply Chain IoT Grows

AI for Customized Consumer Communication

As AI advances, it's reshaping marketing with new ways of pulling in data and insights to reshape and customize consumer communication. Its impact on marketing was explored in a recent NYC Media Lab white paper, "How AI Is Changing Media Economics."

 Now it's possible to apply real time analytics to a campaign that is tested, tweaked, and tailored to an audience. 
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AI: The Ultimate Game-Changer for Media

Google Glass Comeback

Success is not just a matter of timing but if also finding the right context. That’s the story behind Google Glass reception. Its first foray ended in failure, but it has found a new context in which it could thrive.

I remember when Google Glass was launched in 2013 as the ultimate wearable with a sticker price of $1,500. I recall reading one review that conceded that it had some problems but still thought that it was to be embraced as “the future” of tech. Just about every other reviewer rejected them, among them one who went on to list the reasons why people hate it. 

As it turns out, both sides were right. People did have major issues with Google Glass as a personal device. However, the hands-free convenience combined with smartphone capability proved very valuable in an industrial setting.

That’s why Alphabet X stopped trying to sell Google Glass directly as a consumer item and it up into the Enterprise Edition of the wearable.  Its current tagline is: “Glass is a hands-free device, for hands-on workers.” The product is no longer sold by Google directly but through partners who have customized the device for industrial purposes.

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Raise Your (Google) Glass to the Enterprise Edition

Getting kids back to school with clean clothes

photo: https://upload.wikimedia.org/wikipedia/commons/thumb/1/1c/Modern_front_load_tumble_dryer.JPG/460px-Modern_front_load_tumble_dryer.JPG

Back-to-school season is upon us. Many students will resume their studies in
August, and some may need extra help of one form or another to make the academic year a success.

School success begins with student attendance. Absent students can't learn that day's lesson, and those students are most likely fall behind in their work. While some absences are unavoidable, there are times when what holds students back is just not having clean clothes to wear, according to appliance maker Whirlpool. The company has created a program called Whirlpool Care Counts to put washers and dryers in schools to help address the issue of absenteeism due to lack of clean clothes and is now collecting data on how these in-school appliances impact student attendance.

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Analytics and School Attendance: A Laundry Story

Google Feed = Massive Marketing Opportunities

credit: https://upload.wikimedia.org/wikipedia/commons/8/83/Google_wordmark.gif

Google has always dominated search, but it has not done so well with social as evidenced by the perceived failure of Google+. So, capitalizing on its strengths, it set up a feed for users that uploads items of interest based on their own signals, rather than on what their friends shared or Twitter connections posted online.

Back in December, Google introduced an app update that promised “load your life's interests and updates” with just “a single tap” that can bring up “useful cards.”  Seven months later, Google proclaimed “Feed Your Need to Know,” announcing that — thanks to machine learning advances — the algorithms that direct the feed can “better anticipate” the type of content that an individual would want to see.

Read more in Google Feed is a Tempting Feast for Marketers

A sea change for shipping with automation

Automation and transportation have come together in the air in the form of drones.  On land, many tech companies and automakers are working on self-driving cars.  Although we don’t hear quite as much about is the application of the technology to transport over water, we may see it become a reality within just a few years. Back in 2014, Rolls Royce presented its concept for an autonomous ship. The BBC report quoted Oskar Levander, Rolls-Royce's vice president of innovation, engineering and technology, "Now it is time to consider a road map to unmanned vessels of various types. Sometimes what was unthinkable yesterday is tomorrow's reality.” However, the law had not yet caught up to that reality. Simon Bennett, a representative of the International Chamber of Shipping (ICS), ascertained that international law still did not allow for crewless ships. He told the BBC that a legal change "would require a complete overhaul of the regulatory regime.” There are those working on achieving that change. The BBC report referred to an EU-funded project working toward ships that could function without crews. Called Maritime Unmanned Navigation through Intelligence (MUNIN). In addition to making it technically feasible, MUNIN aims to work out the necessary changes in legislation to allow autonomous ships to function. It envisions “highly advanced navigation systems” that would analyze conditions toavert accidents. As in the case of some of these sensor systems engineered to enable autonomous functions in cars, the plan is to apply the technology even for ships that are driven by people, as they could “support the officer of the watch.” That in itself could prove very valuable in light of the “human error” blamed for the recent collision of the USS Fitzgerald and a container ship. Read more in Automation to Deliver Sea Change in Cargo Transport

AI: a fundamental risk to the existence of human civilization according to Elon Musk

photohttps://upload.wikimedia.org/wikipedia/commons/d/d1/
Comic-Con_2004_-_Terminator_statue.jpg

No longer a sci-fi novelty, artificial intelligence is a reality with great potential. While most of the news has

focused on AI’s potential for good, some pundits are now pointing out its potential for harm. They include none other than Elon Musk.

As the founder, CEO, and CTO of SpaceX and the CEO of Tesla, a key player in the emergence of the self-driving car, Musk is certainly no Luddite. When he talks about AI, he is talking about technology that is absolutely integral to his business model. Nonetheless, Musk believes it is imperative that society regulate the advance of AI, as he noted in an interview before an audience at the National Governors Association Summer Meeting this month.

In the course of the interview, Musk referred to his “exposure to the most cutting-edge AI” and warned, “I think people should be really concerned.” The point is not to live in dread of the potential repercussions of AI and respond reactively to them, he said, but to plan proactively for them.

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Elon Musk Sounds Alarm on AI