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

Marketing to Visitors Like Customers

Visitors to a site present marketers with a dilemma. Does it pay to pour resources into sending all of them ads, knowing that over 90% will not turn into customers, or do marketers risk losing those who would buy if they did get targeted? In the absence of a crystal ball, marketers can now apply AI solutions to identify which visitors are worth pursuing.

Marketers had already been using AI that identifies customer behavior to set up targeted communication for retention with the help of software from companies like Optimove. The Optimove Customer Marketing Cloud consolidates, mines, and models customer data to fit customers into micro-segments that accurately predicts their future behavior and value to a business.

That kind of customer profiling enables marketers to coordinate hyper-personalized communications at scale. However, it has been limited to customers who have already established their own history and pattern of behavior. In other words, it wasn't possible to predict the likelihood of purchase for a new visitor — until now . . . 

Read more in The Scientific Approach to Relationship Marketing

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