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Scooped by
Jeff Domansky
November 21, 2017 11:02 AM
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Facebook’s customized newsfeed has left traditional digital publishers scrambling to find innovative ways to broadcast their content in a way that catches and, most importantly, retains readers’ attention. To aid this mission, British technology company Newsroom AI introduced a platform that will allow any publisher to create a similarly customized newsfeed of content to meet users needs. According to Mihai Fanache, the founder and CEO of Newsroom AI, the average user spends 40 minutes every day on Facebook, while digital publishers have a one-minute retention. He believes by customizing content for users, a publication can achieve higher retention rates, while also eliminating the need for overlapping content. Using a single line of code, Newsroom AI allows a publication to gather stories from across its site and to incorporate content from similar outlets. That permits it to fill in gaps in coverage without adding additional stress to its editorial output....
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Scooped by
Jeff Domansky
September 25, 2017 10:56 AM
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In case you haven't already heard, bots are the new black. Seriously. The new strategy of providing 1:1, instantaneous assistance to users and customers is proving successful for brands across industries. And although we've rounded up AI and bot use cases for you as they relate to productivity and marketing, we wanted to round up other cool ones, too -- that anyone can use, even for fun. So read on to learn about a few neat bots we've enjoyed using so far this year...
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Scooped by
Jeff Domansky
August 28, 2017 10:44 AM
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ON FRIDAY EVENING, inside an old-movie-house-cum-art-gallery at the heart of San Francisco's Mission district, Google graphics guru Blaise Agüera y Arcas delivered a speech to an audience of about eight hundred geek hipsters. He spoke alongside a series of images projected onto the wall that once held a movie screen, and at one point, he showed off a nearly 500-year-old double portrait by German Renaissance painter Hans Holbein. The portrait includes a strangely distorted image of a human skull, and as Agüera y Arcas explained, it's unlikely that Holbein painted this by hand. He almost certainly used mirrors or lenses to project the image of a skull onto a canvas before tracing its outline. "He was using state-of-the-art technologies," Agüera y Arcas told his audience. Neural networks are not only driving the Google search engine but spitting out art for which some people will pay serious money.His point was that we've been using technology to create art for centuries—that the present isn't all that different from the past. It was his way of introducing the gallery's latest exhibit, in which every work is the product of artificial neural networks—networks of computer hardware and software that approximate the web of neurons in the human brain. Last year, researchers at Google created a new kind of art using neural nets, and this weekend, the tech giant put this machine-generated imagery on display in a two-day exhibit that raised roughly $84,000 for the Gray Area Foundation for the Arts, a San Francisco nonprofit devoted to the confluence of art and tech....
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Scooped by
Jeff Domansky
August 10, 2017 10:46 AM
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Many people believed that modern technology will first replace the low wage jobs from the industries that are dependent on manual labor rather than intellectual work. However, the latest innovations in robotics and A.I. tend to contradict our previous beliefs: we are now entering a new era, of A.I. based design that hopefully, will change everything for the best. Until recently, computer generated design was regarded more as a sci-fi idea rather than a reality. The development of artificial intelligence was focused on other goals and nobody could have dreamed about it being capable of actually delivering something useful to mankind. Sure, we all have at least once admired beautiful fractals generated by computers but let’s face it, they were not actually visual designs. They were visual math and nothing more.
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Scooped by
Jeff Domansky
July 30, 2017 11:01 PM
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Bob: “I can can I I everything else.”
Alice: “Balls have zero to me to me to me to me to me to me to me to me to.”
To you and I, that passage looks like nonsense. But what if I told you this nonsense was the discussion of what might be the most sophisticated negotiation software on the planet? Negotiation software that had learned, and evolved, to get the best deal possible with more speed and efficiency–and perhaps, hidden nuance–than you or I ever could? Because it is.
This conversation occurred between two AI agents developed inside Facebook. At first, they were speaking to each other in plain old English. But then researchers realized they’d made a mistake in programming.
“There was no reward to sticking to English language,” says Dhruv Batra, visiting research scientist from Georgia Tech at Facebook AI Research (FAIR). As these two agents competed to get the best deal–a very effective bit of AI vs. AI dogfighting researchers have dubbed a “generative adversarial network”–neither was offered any sort of incentive for speaking as a normal person would. So they began to diverge, eventually rearranging legible words into seemingly nonsensical sentences.
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Scooped by
Jeff Domansky
July 18, 2017 10:42 PM
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The idea pops into my mind almost immediately. For weeks, amid my dad’s barrage of doctor’s appointments, medical tests, and treatments, I keep the notion to myself. I dream of creating a Dadbot—a chatbot that emulates not a children’s toy but the very real man who is my father. And I have already begun gathering the raw material: those 91,970 words that are destined for my bookshelf....
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Scooped by
Jeff Domansky
July 11, 2017 1:08 AM
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The prevailing view of artificial intelligence is that some day machines will help us reach better decisions than we can make on our own, improving our lives. This view presumes that we trust the organizations that use AI to provide us with products and services. But that is a faulty assumption, because most will not have our best interests in mind. Some scientists, many science fiction buffs, and a lot of the public believe perfect forms of AI — machines in likeness of humans that can actually understand the world, reason about it, and make perfect decisions — are just around the corner. Others, including me, believe it will take decades to achieve. And some scientists believe we will never achieve strong AI....
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Scooped by
Jeff Domansky
June 19, 2017 10:59 AM
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It was winter in New York City and Asaf Jacobi’s Harley-Davidson dealership was selling one or two motorcycles a week. It wasn’t enough. Jacobi went for a long walk in Riverside Park and happened to bump into Or Shani, CEO of an AI firm, Adgorithms. After discussing Jacobi’s sales woes, Shani, suggested he try out Albert, Adgorithm’s AI-driven marketing platform. It works across digital channels, like Facebook and Google, to measure, and then autonomously optimize, the outcomes of marketing campaigns. Jacobi decided he’d give Albert a one-weekend audition.That weekend Jacobi sold 15 motorcycles. It was almost twice his all-time summer weekend sales record of eight....
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Scooped by
Jeff Domansky
June 1, 2017 11:18 AM
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The other day at work, my colleague, HubSpot Marketing Director Ryan Bonnici, sent around a link on Slack -- to a website called “Will Robots Take My Job?” We were thrilled to learn marketing managers had only a 1.4% chance of our jobs being automated or replaced by robots and artificial intelligence. And although I breathed a sigh of relief that writing has only a 3.8% chance of being automated, it made me think about job roles that weren’t so lucky. If you think job disruption by AI is limited to the assembly lines, think again: AI is doing a better job than humans at some aspects of sales and marketing, too....
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Scooped by
Jeff Domansky
May 23, 2017 9:26 AM
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The neural network can be trained to write recipes, invent Pokemon, and invent superhero names. But can it learn to tell a joke? @researchbuzz generously provided me with a list of 200 knock-knock jokes - brief and highly formulaic, they seemed to be the form of joke best-suited for a neural network to reproduce. I figured it would quickly learn the formula, but would never, never manage to tell an actual joke. It proved me wrong....
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Scooped by
Jeff Domansky
May 22, 2017 10:06 AM
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Professional writing isn’t easy. As a blogger, journalist or reporter, you have to meet several challenges to stay at the top of your trade. You have to stay up to date with the latest developments and at the same time write timely, compelling and unique content. The same goes for scientists, researchers and analysts and other professionals whose job involves a lot of writing. With the deluge of information being published on the web every day, things aren’t getting easier. You have to juggle speed, style, quality and content simultaneously if you want to succeed in reaching your audience. Fortunately, Artificial Intelligence, which is fast permeating every aspect of human life, has a few tricks up its sleeve to boost the efforts of professional writers....
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Scooped by
Jeff Domansky
May 17, 2017 10:06 AM
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AI and machine learning are central topics right now for anyone involved, not just in marketing, but in the whole lifecycle of the customer experience, through sales, service and retention. Massive advances are taking place in the space, and DMN is keeping on top of them.Here are some of our favorite recent AI pieces.
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Scooped by
Jeff Domansky
May 16, 2017 10:36 AM
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Representing 1,300 Google AdWords accounts and more than 176,000 active campaigns, the iProspect report provides an analysis and overview of the trends and opportunities relevant for brands that are taking a strategic, performance focused approach to paid search marketing.i iProspect’s Q1 year-over-year Google AdWords data showed strong mobile growth in terms of both impressions and clicks. Volume on desktops and tablets, however, was down, indicating an overall decrease in demand for those devices. Other key findings include: Cost per click increased across all devices, reaching the highest CPC recorded since this report’s inception in 2014 Mobile CPC saw a particularly significant increase, up 40% YoY, further closing the gap on desktop Mobile click share also continued to grow, as advertisers adapted their strategy based on the device-specific search preferences of consumers, and now represents 59% of all paid search traffic Google Shopping investment continued to grow, with advertiser investment up 44% YoY. Voice search, for instance, is quickly becoming the search method of choice for many consumers, says the report. Today, 500M people use a voice search-powered digital assistant of some kind, and half of all searches will be voice searches by 2020 (Tractica, 2016)....
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Scooped by
Jeff Domansky
November 16, 2017 10:27 AM
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The inventor and author talks with WIRED Editor-in-Chief Nicholas Thompson about progress in artificial intelligence and how humans should control it.
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Rescooped by
Jeff Domansky
from Simply Social Media
September 24, 2017 11:38 AM
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With the rise of Internet sales and the eventual explosion of online reviews, a strong correlation has been formed between online restaurant ratings and business revenue. For many restaurateurs, favorable reviews translate to better revenue and a stronger bottom line. However, the seedy side of the Web has also led to fake reviews of everything from bullion to bison. Now comes word that researchers at the University of Chicago have successfully taught a neural network to write realistic fake restaurant reviews. The idea was to see if a machine could learn to create malicious negative (or glowing) reviews to either kill or inflate online ratings. The results were startling. Humans were unable to differentiate between the machine generated and human-generated reviews. With these new-age "ghost writers" now pushing commerce, one has to wonder if good taste is a thing of the past. Literally. Cartoon by Ed Hall.
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Scooped by
Jeff Domansky
August 28, 2017 10:37 AM
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A METRONOME TICKS time. Not for the student, but for the teacher, who plays a short piano melody. Without missing a measure, the student follows with an improvised, yet derivative, cello run. The student plays the same run again, and then again. "I have it looping, actually, so you can hear the response over and over again," says the teacher, Jesse Engel, a computer scientist with Google Brain. "And you can hear some similarities with what I played, but it’s not doing the job of trying to replicate what I played. It’s trying to continue it in a meaningful way." The student here is an artificial intelligence algorithm; the instrument, a synthesizer. And the real lesson is teaching an audience of hundreds how computers might someday become capable of producing real works of art. Engels is onstage at NYU's Skirball Center for the Performing Arts as part of the 2017 World Science Festival, along with three like-minded experts. Each of them is there to showcase how they nurture creativity in computers....
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Scooped by
Jeff Domansky
August 6, 2017 11:02 AM
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It’s the age of machine learning, they say. Thanks to algorithms, we can finally eliminate bias. There was no subconscious prejudice -- the decision was made by a computer. After all, computers don’t have a subconscious. Except, of course, they do.We can know what you are likely to do based on what you’ve done before. We can know what is likely to trigger you. We can build models that replicate existing outcomes. But our existing outcomes haven’t always been great. Our world is rife with historical biases and systemic injustices. And when we build machine learning algorithms using historical data, we effectively build these biases and injustices into the model....
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Scooped by
Jeff Domansky
July 26, 2017 11:03 AM
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Oovvuu connects the world’s best video content from 40 broadcast partners, such as ABC, BBC, and Bloomberg, with the most-read news articles using the power of IBM’s Watson to match videos with breaking news. The Oovvuu technology, with the help of Watson, ‘watches’ videos and ‘reads’ articles, matching them within media outlets where they are seen by a billion people daily. In addition, delivering more targeted and relevant content creates higher customer engagement which results in visitors staying on the site for longer. As a result, this higher engagement translates to higher revenue returns from advertising....
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Scooped by
Jeff Domansky
July 16, 2017 10:34 PM
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AI-powered personal assistant apps are spreading in certain parts of the market while others take a downward turn.
While Apple’s Siri is still the top-ranking personal app based on the number of monthly users, it has dropped 15%, losing 7 million monthly users from a year ago, based on a new report.
Samsung is in a similar situation, losing nearly 2 million users of its S Voice over the same period.
Amazon’s Alexa usage has increased 325% from last year, though from a relative small base. It’s now being used by 3 million people and its regular usage is steady.
Microsoft’s Cortana also is coming on strong, increasing 350% in monthly users, to 1 million. Cortana users also seem to use it a lot, since it has the highest rating of percentage of users returning to the service day after day.
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Scooped by
Jeff Domansky
June 30, 2017 11:23 AM
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Artificial intelligence is making huge strides in innovating the creative industries, and thanks to a collaboration between IBM and the Tribeca Film Festival – the trend seems set to grow even bigger. Earlier this week, the two companies hosted the Storytellers with Watson contest where a small but prestigious group of artists and scientists were asked to come up with new ways in which creatives could rely on IBM’s supercomputer to make art. The event featured five finalists selected from a larger pool of entries. Selected contestants were then asked to pitch their ideas in a ‘Shark Tank’ style format. Following a consideration from the panel of experts, the jury eventually gave the award to filmmaker and journalist Seth Grossman who proposed an algorithm that finds meaning in words and images to make video editing easier. The so-called Rip-o-matic model that Grossman designed essentially takes the hassle out of editing by automatically splicing together numerous bits and pieces that represent the filmmaker’s overall creative vision....
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Scooped by
Jeff Domansky
June 1, 2017 11:33 AM
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Ads used to just be ads. They were signs on the side of the road, or in our browsers. They were something that could be ignored. Visually loud, sure, but they weren’t a fundamental part of our conversations, relationships, or entertainment. But on the internet today, ads aren’t just part of the content or interface, they are the content and the interface. From what photos you see on Facebook, to the music you listen to on Spotify, to the videos you watch on Snapchat–it’s all served by algorithms that have quantified your response well enough to exploit your tastes, showing you things that you will almost certainly click on. By using these apps and services, we’re feeding the companies that control them immense amounts of data that, in turn, tailors the medium to fit our tastes. The difference between an ad and a piece of content, these days, is becoming technical. It’s an insight that echoes throughout Mary Meeker’s 2017 Internet Trends report, which she and Kleiner Perkins Caufield & Byers published yesterday afternoon. The report, which is heavily anticipated every year, contains hundreds of slides breaking down digital culture and business–everything from emerging markets in China to the rise of unboxing culture. But the trend that stuck out most to us this year? That the internet is now playing every user in one giant game we cannot escape. Here’s how....
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Scooped by
Jeff Domansky
May 25, 2017 9:26 AM
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It's no secret that e-commerce has become an integral part of our economy - consumers spent over $51.5 billion in clothes, shoes, and handbags online in 2015. Clothing sales rose by 19%, largely because of the increase in mobile usage and free shipping options. But with access to billions of products, it's becoming increasingly difficult for online shoppers to keep it all straight. When asked what e-commerce trend to expect in 2017, Tracey Wallace, editor of BigCommerce, said: "We know consumers are shopping in micro-moments. They see an item they like (on Instagram or Facebook), they research it, they find other brands selling something similar, they compare prices, they read reviews and then they finally make a decision." Because the shopping experience is prompted through a number of mediums (email, social media, search, etc.,) many consumers are turning to apps that simplify and organize the shopping process. Jonathan Friedman, CEO of Shoptagr, believes that "the A.I. Shopping Assistant will become the future of e-commerce and online retail as we know it. While retailers have been leveraging A.I. for years, it is now the consumer who will capitalize on machine learning and automation tools for efficiency."...
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Scooped by
Jeff Domansky
May 23, 2017 8:48 AM
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Colors can affect our feelings and behavior in ways so profound that studies have been conducted on how we can better use them in life, and in society, to “hack” culture. This covers subjects from what colors to wear to a job interview … to the ideal shade for prisons. Because of this odd relationship we have with color, the colors we choose, and what we name them, become meaningful shorthands for much bigger stories. Every year, Pantone selects a “Color of the Year” that thematically puts us on the right track for the next 12 months. We project as much onto Pantone’s choices as the brand seeks to project onto us. (This year’s color was “Greenery.”) With all this in mind, research scientist and neural network geek Janelle Shane decided to see how well artificial intelligence fares at both selecting colors and naming them. A writer at Ars Technica calls her results “the greatest work of artificial intelligence I’ve seen to date.” On Tumblr, Shane describes both the terms of the experiment and its output. “I gave the neural network a list of about 7,700 Sherwin-Williams paint colors along with their RGB values (RGB = red, green, and blue color values),” she writes. “Could the neural network learn to invent new paint colors and give them attractive names?”...
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Scooped by
Jeff Domansky
May 19, 2017 8:48 AM
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The Mirai is Toyota’s car of the future. It runs on hydrogen fuel cells, gets 312 miles on a full tank and only emits water vapor. So, to target tech and science enthusiasts, the brand is running thousands of ads with messaging crafted based on their interests. The catch? The campaign was written by IBM’s supercomputer, Watson. After spending two to three months training the AI to piece together coherent sentences and phrases, Saatchi LA began rolling out a campaign last week on Facebook called “Thousands of Ways to Say Yes” that pitches the car through short video clips. “When we started to look at the people who were going to be interested in this car, we realized it was people who were new technology adopters,—it was psychologists; it was engineers,” said Chris Pierantozzi, ecd at Saatchi LA. “So we wanted to make an ad for almost every single potential buyer of this car—one for every type of Mirai driver. ”First, Saatchi LA wrote 50 scripts based on location, behavioral insights and occupation data that explained the car’s features to set up a structure for the campaign. The scripts were then used to train Watson so it could whip up thousands of pieces of copy that sounded like they were written by humans....
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Scooped by
Jeff Domansky
May 17, 2017 9:57 AM
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"The camera is already starting to replace the keyboard,” asserts Netra CEO, Richard Lee. The content that will dominate digital information flow will be visual, and for that reason image recognition is becoming a key component of marketing.His company derives insight from visual data, fostering understanding of how consumers engage with brands through engagement with images. Netra is a leader in visual intelligence and search that uses machine learning to help marketers make sense of imagery on social media. Some brands are already using image recognition to connect with and effectively market to their customers. They include Neiman Marcus. The upscale retailer offers its customers the Snap. Find. Shop app that enables them to use their phones to snap pictures of styles they like and find similar styles carried by the store. The app is demonstrated here:...
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