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By Joseph Grenny;

Creativity is learnable providenceIt feels like an inexplicable miracle when it arrives, and we may never be able to isolate all the variables that generate it. But, in my experience, we can reliably create the conditions to invite it.

Twenty years ago, I was involved in a terrifyingly inspiring project, working with some of Kenya’s poorest citizens in one of Nairobi’s most blighted areas. Our goal was to generate self-help strategies that would enable this group to climb a few rungs up the economic ladder. The audacity of this effort hit me in the middle of a flight from Brussels to Nairobi. I had fallen asleep briefly just long enough to become immersed in a nightmare. I dreamed I had somehow become the president of Kenya, and this filled me with overwhelming despair. When an announcement about approaching turbulence jarred me into consciousness I’ve never been happier. But the dream had hammered home the weight of the task I was heading toward. I was to lead a two-day meeting with hundreds of people for whom the stakes could not be higher. We had a clear goal but no concrete plan. I knew the work was worth pursuing, but I had never done what we were trying to do and felt inadequate to the task. I hoped and prayed that worthwhile ideas would come. And they did. The trip was successful in ways that exceeded my competence. This was a welcome surprise, but one I had done my best make happen.

Here are some of the ways I’ve learned to be more predictably creative.

Frame the problem, then step back. 

Like a grain of sand in an oyster, cognitive irritation stimulates creativity. When you give yourself a compelling, complex, unsolved problem — and make sure to clearly, concisely, and vividly articulate it — your brain becomes irritated. For months before my trip to Nairobi, I carried around a pad of paper on which I had handwritten the following statement: “How, with no outside resources, will we create 300 middle-class jobs for the people in our group?” The problem turned in my mind. One way to further amp up the cognitive irritation is by slogging through a first, unsatisfying round of generating solutions. This effort is more about priming the pump than solving the problem. Then, walk away for a bit, and allow the unconscious work — that which draws from a fuller complement of mental resources, experiences, and creative connections — to begin.

Obey your curiosity. 

Steve Jobs claimed that “creativity is just connecting things.” I agree. If you want to be more creative, you need to have more things to connect. The best way to

The problem turned in my mind. One way to further amp up the cognitive irritation is by slogging through a first, unsatisfying round of generating solutions.

build a rich mental database that will help you solve problems later is to honor passing curiosities. If something tickles your brain, spend a moment with it. Follow paths that have no obvious purpose other than to satisfy a whim. It could be an article or a conference session that intrigues you; a book that you inexplicably notice; a person to whom you are introduced. It’s tempting to let these opportunities pass, but you do so at your creative peril. They become the Lego bricks, tinker toys, and pipe cleaners from which your creative masterpieces emerge. My Kenyan experience was the product of scores of conversations, books, lunches, and papers that seemed to have little immediate value. But I invested in them anyway — and it paid off.

Keep a shoebox. 

Next, find a way to collect and organize your experiences. For example, when I read, I fanatically highlight. I then go back and re-read the highlighted passages. And then I cut and paste the best of them into a document so I can easily find them later. This three-step process (highlight, review, organize) increases the likelihood that I retain the information and, eventually, am able to conjure fertile connections between all the tidbits. During that same transcontinental flight, I think somewhere over Egypt, a memory of a book on large group decision-making that I had read five years earlier tickled its way to my consciousness. I had not thought of the book since, but I had highlighted, re-read, and tagged it at the time, so I opened my laptop and reviewed key ideas that would inform the agenda our group used to leap forward in coming days.

Do things that don’t interest you.

Early in my career, Will Marre, the founding president of Stephen Covey’s training company, admonished me to subscribe to a handful of business journals he listed, then added, “And every time you read one, be sure to read at least one article that holds no interest for you.” I’ve been rewarded time and again for doing so. Many things that end of up in my shoebox have come from conference workshops, articles, or online videos that began as a chore and ended with an insight. My work in Kenya, for example, was heavily influenced by a Christian Science Monitor article I had forced myself to read 10 years earlier. Sometimes, we call things “boring” simply because they lie outside the box we are currently in.

 

Invite uncomfortable conversations.  

Another great creative stimulus is to regularly engage in conversations with people from whom you might normally recoil. Three of the more unexpectedly fruitful conversations of my life were with a racist cabby in London, a drug dealer seatmate on a plane, and an extremist political advocate in Puerto Rico. While I didn’t change teams as a result of these conversations, I gained valuable perspectives from lives I will never live. This discipline helped me find the psychological flexibility I needed in Kenya. At times, a member of our group engaged in the graft so common to their experience. I needed to find a balance between empathy and accountability. Long practice in grappling with others’ realities helped me approach the situation with determination rather than disgust.

Stop and work when it hits.

I can tell when something is coalescing inside of me. At an unexpected time, I will feel a rush of clarity. The final discipline of inviting creativity is to honor these moments by writing. If I interrupt whatever is happening at the time to transcribe and organize my thought flow, I accelerate the development of ideas.

This three-step process (highlight, review, organize) increases the likelihood that I retain the information and, eventually, am able to conjure fertile connections between all the tidbits.

If I ignore those moments — or try to kick them down the road — I find them impossible to re-conjure. I lose emerging clarity and slow the process. A couple of hours from Nairobi, I felt a rush of ideas. I was exhausted and drowsy, but I recognized the first symptom of inspiration for what it was. Before the plane landed, I had a powerful opening speech written as though it had been dictated. I simultaneously envisioned the two-day group process that helped the group coalesce around a detailed and hopeful strategy.

Over the next two years, I helped my 300 co-conspirators form a worker-owned cooperative. From their meager but collective efforts, they assembled enough capital to begin an enterprise that employed many of them. These experiences contributed to the founding of a non-profit that has, to date, helped tens of millions around the world to improve their economic circumstances.

Creativity may always be part mystery. But we can all practice disciplines that invite its beneficent arrival.

By Joseph Grenny;

Sourced from ascend

By Brian D. Evans,

There are plenty of benefits to being a trailblazer.

From the moment we start crawling, we’re programmed to look to those around us and mimic what they’re doing. A huge part of growing up is simply learning to replicate other’s actions in order to fit in with family, friends, and society at large.

But for many people, especially entrepreneurs, there are plenty of benefits to taking a slightly different path.

I don’t mean you have to necessarily abandon what works for everyone—there’s no need to reinvent the wheel at every turn—but experimentation is crucial to success. In fact, most successful entrepreneurs I know didn’t follow a script. Instead, they found a different way to approach a problem and managed to create a better solution than anyone else before them.

Here’s why every aspiring entrepreneur can find value in wandering off the beaten path:

You find your own formula.

Today, you can use a formula for just about anything. There’s always a program, a webinar, or a course that purports to teach you the “secret” to doing something well.

I’ve typically stayed away from those types of courses because it’s easy to fall into the trap of buying a product and expecting it to solve all your problems for you. There’s plenty of value in seeing how someone else found success, don’t get me wrong. But the value you get from reading a book or taking a class is more about activating your creativity and helping you think about what your path forward will be.

A webinar isn’t going to do the work for you. In fact, that person’s secret to successmay have been dependent on a specific set of circumstances or fortunate timing. Even worse, the market may have become saturated after thousands of people jumped in and tried to do the exact same thing.

You can’t buy the formula to success—you have to discover it on your own.

Your creativity gets a boost.

Following your own path creates a virtuous creative circle. You have to be creative in order to do something new, and by using that part of your brain repeatedly, you become better at thinking creatively.

When you follow someone else’s footsteps exactly, you’re essentially checking items off a list. It’s possible you might have to use some creativity to accomplish them, but it’s not the same as truly creating a new path.

If you have to come up with that checklist yourself and develop the entire strategy behind it, that’s a different story. Personally, I find that when I have to create my own path, something activates in my brain. It feels like all neurons are firing, and I start coming up with ideas on how to do things even better.

Remember, the more you work on thinking a little differently than everyone else, the better you’ll get at it.

You feel energized and empowered.

One of the most important aspects of following your own path is the feeling you get when you realize you’ve done something great.

I’ve always felt a sense of accomplishment when I’ve had success, whether or not it was my own idea. There’s something about following your own path that’s extremely empowering. You look around and realize, “I did this. I should be proud of myself.”

When you just copy what someone else has done, you don’t get the same sense of empowerment or the same confidence boost.

You perform at your best.

To get to the highest level of competition—business, sports, music—you have to follow your own path.

Because in any competitive field, you’ll quickly reach a point everyone is talented and works hard. Everyone knows the game inside and out. There are no easy wins anymore. If you’re going to succeed, you have to be able to do something a little different, to make a unique move.

It’s easy to see this dynamic at work when you watch competitive chess. When two grandmasters play, both of them know every strategy and gambit. In order to win, one of them has to use their creativity to employ a maneuver in a unique way.

Honestly, you can get fairly far by copying what other people do. But to reach true heights, you have to follow your own path.

You develop a sixth sense about ideas.

Finding your own route doesn’t necessarily mean you’ll have a consistent string of victories or success stories to tell people about. You’ll have ups and downs just like anyone else.

But after a while, you’ll learn to gauge the merit of an idea or a venture by how you feel about it.

You’ll start on a new project, and even though you may not immediately start making money or finding customers, you’ll feel that sense of energy and empowerment that you had in other promising situations. That part of your brain lights up again and you just know you’re on to something with plenty of potential.

When you thoughtfully deviate from what everyone else is doing, you get the best of both worlds. You can take what you know works, and then use your creativity to build something uniquely your own—something no one else has done before.

And while that path may not be taken as often, it’s the surer route to success.

Originally published on Quora.

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Feature Image Credit: MaDedee/Shutterstock

By Brian D. Evans,

Inc. 500 Entrepreneur / Founder at Influencive

Sourced from Thrive Global

Sourced from PHYS ORG

Are we hooked like digital junkies or can we wean ourselves away from the screens which dominate our lives?

Between distractions, diversions and the flickering allure of a random suggestion, the major computer platforms aim to keep us glued to our screens come what may. Now some think it is time to escape the tyranny of the digital age.

Everyone staring for hours at a screen has had some exposure to “captology”—a word coined by behavioural scientist BJ Fogg to describe the invisible and manipulative way in which technology can persuade and influence those using it.

“There is nothing we can do, like it or not, where we can escape persuasive technology,” this Stanford University researcher wrote in 2010.

All of us experience this “persuasive technology” on a daily basis, whether it’s through the endlessly-scrollable Facebook or the autoplay function on Netflix or YouTube, where one video flows seamlessly into another.

“This wasn’t a design ‘accident’, it was created and introduced with the aim of keeping us on a certain platform,” says user experience (UX) designer Lenaic Faure.

Working with “Designers Ethiques”, a French collective seeking to push a socially responsible approach to digital design, Faure has developed a method for assessing whether the attention-grabbing element of an app “is ethically defensible.”

In the case of YouTube, for example, if you follow the automatic suggestions, “there is a sort of dissonance created between the user’s initial aim” of watching a certain video and “what is introduced to try and keep him or her on the platform,” he says.

Ultimately the aim is to expose the user to partner advertisements and better understand his tastes and habits.

Dark patterns

UX designer Harry Brignull describes such interactions as “dark patterns”, defining them as interfaces that have been carefully crafted to trick users into doing things they may not have wanted to do.

“It describes this kind of design pattern—kind of evil, manipulative and deceptive,” he told AFP, saying the aim was to “make you do what the developers want you to do.”

One example is that of the newly-introduced EU data protection rules which require websites to demand users’ consent before being able to collect their valuable personal data.

“You can make it very, very easy to make people click ‘OK’ but how can you opt out, how can you say ‘no’?”

Even for him, as a professional, it can take at least a minute to find out how to refuse.

In today’s digital world, attention time is a most valuable resource.

“The digital economy is based upon competition to consume humans’ attention. This competition has existed for a long time but the current generation of tools for consuming attention is far more effective than previous generations,” said David SH Rosenthal in a Pew Research Center study in April 2018.

“Economies of scale and network effects have placed control of these tools in a very small number of exceptionally powerful companies. These companies are driven by the need to consume more and more of the available attention to maximise profit.”

Internet as tool, not trap

Faure suggests that for a design to be considered responsible, the objective of the developer and that of the user must largely line up and equate to the straightforward delivery of information.

But if the design modifies or manipulates the user, directing them towards something they did not ask for, that should then be classed as irresponsible, he says.

French engineering student Tim Krief has come up with a browser extension called Minimal, which offers users a “less attention-grabbing internet experience” on the grounds that the internet “should be a tool, not a trap”.

The extension aims to mask the more “harmful” suggestions channelled through the major platforms.

An open source project, the extension should “make users more aware about such issues”, Krief says.

“We don’t attribute enough importance to this attention economy because it seems invisible.”

Design as a defence

But is this enough to fight the attention-grabbing tactics of powerful internet giants?

Brignull believes some designers can bring about change but are likely to be restricted by the wider strategy of the company they work for.

“I think they will have some impact, a little impact, but if they work in companies, those companies have a strategy… so it can be very difficult to have an impact on the companies themselves.”

Isabelle Falque-Pierrotin, former head of the French Data Protection Authority (CNIL) also believes that design can be used to effect positive change.

“Design could be another defence whose firepower could be used against making individuals the ‘playthings'” of developers, she said in January in a presentation on the “attention economy.”

Faure says he has seen a growing demand for an ethical approach to digital design and thinks his method could help “bring better understanding between users of services and the people who design them.”

This type of initiative “could be a way to tell the big platforms that such persuasive designs really bother us,” Krief says.

Sourced from PHYS ORG

By

With tech speeding ahead, what’s in store for creatives? We asked the pros for their best guess.

With the first few months of 2019 behind us, it looks like the old adage is true: the only constant is change.

For creatives, that’s good news. As organizations look to navigate new technologies such as artificial intelligence and machine learning, they are increasingly relying on the help of those who can think creatively, innovate and adapt.

Hoping to get a pulse on where things are headed, we asked a handful of seasoned digital creatives across a variety of disciplines to help marketers, designers, and other creatives spot opportunities this year. And we got what we hoped for—completely different perspectives that all hold equal merit in our consideration of the current landscape.

1. A shift to work that’s less slick, but more impactful
Charlie Weisman, associate director of business development, Big Spaceship

“Looks aren’t everything. A couple of years ago an agency could get by simply making good-looking work. Today every design detail big and small needs to derive from data-driven insights. A proper agency still needs to be able to make beautiful creative, but leading with an understanding of the audience’s culture and behaviors will yield the most effective results. In some cases, this might even mean intentionally trading polish for authenticity.”

2. A concerted effort to break through the ‘sea of sameness’
Rina Miele, creative director and designer, Honey Design

“The biggest change in 2019 is focus, projects used to be all about aesthetics & things were more linear. Lately I feel pushed in other directions, including the use of a multitude of new tools beyond just visual design and the oversimplification of look-and-feel itself. Both are in service of a better user experience, but I feel design is losing its essence, it’s soul. Design is less about art direction than it used to be. This is a new challenge — keeping projects looking different in a sea of sameness. We must stay vigilant in maintaining a brand’s personality and perspective when most products look, feel and interact similarly. It is much more difficult to find that ‘je ne sais quoi.’”

3. A wave of totally new immersive experiences
Bryan Le, group director of design, Huge

“5G [high-speed wireless network technology] will make us consider the mobile experience and the range of application is going to change design significantly.

“5G will be leveraged with artificial intelligence and machine learning to create an evolution of personalized, dynamic content. Speed and bandwidth will change how we capture data and provide experiences. I can imagine applications in retail, critical situations for emergency responders, improvements in logistics and in supply chain operations. Cities will become smarter and communicate directly to people. Design can now fully utilize the environment and the space a person is in, in ways that were only ‘blue sky’ concepts before.”

4. The return of playful, emotionally-driven visual storytelling
David Navarro, executive creative director, Ueno

“We should stop talking about the label ‘digital.’ We’re working in a digital world where technology is part of daily life. The medium matters, but the principles of design scale across different touchpoints. Designers needs to think holistically, medium agnostic, and then apply the specifics to each execution.

“A change I am already seeing this year is intention beyond the systems, where visual storytelling is coming back. With type, editorial layouts, use of sound and motion, micro-interactions create rich experiences. A few years back everything went systematic and templatized. That transformation from chaos to systems was great for the maturity of the industry, we had to catch up to make digital design a real business-oriented medium. Now it’s time to bring the feels back!

“Experiences are at the service of the businesses, but also understand that, as humans, design can be emotional and stimulate the playful brain.

“Let’s bring change. Let’s ‘play’ again.”

5. The end of ‘take all we can get’ data collection
Tina Glengary Cordes, owner and strategist, Ambeti

“We need to get smarter about privacy. Society is creeped out by big tech and big data. That data is rarely used for the users’ good, this data is generally used to benefit the company not the user. Companies using our data isn’t going anywhere, but let’s make sure we get something out of the equation.”

6. A more diverse, inclusive workforce
Mike Ramirez, senior integrated producer, Phenomenon

“The biggest change in digital design in 2019 will be the makeup of the people doing the actual design work. Because of inclusion and diversity initiatives, we will see work across the spectrum that is more informed, accessible, and delightful due to the changing face of the modern designer bringing new perspectives to the work.

“Additionally, brands have a huge opportunity to define the ‘aural identity’ of products and services. The proliferation of podcasts and voice interfaces create an opportunity for brand consistency across existing and emerging consumer touch points.”

Feature Image Credit: 

By

With a life mission to create exceptional experience Dave founded interactive design firm metajive in 1999. Focused on collaborating with his clients and team Dave is always looking for new opportunities to disrupt. When Dave isn’t working he’s trying to catch a few waves.

Sourced from 99U

Sourced from arch daily

 

What can you learn from enterprising firms who push tech to new limits? It is time to be inspired to experiment with innovative technology that supports BIM. The software that opens projects up to unlimited possibilities is the one that helps you benefit from ground-breaking techniques. For firms, using ARCHICAD, 3D modeling photorealism and VR experiences are more than gimmicks. These technologies are part of a powerful toolset that opens the door to unlimited possibilities. Hear from the firms who have unlocked that power in By Design: The Next Frontier.

“The Next Frontier” highlights an inspiring approach to design, coordination and project management – rooted in BIM and enabled by the design flexibility found in ARCHICAD. Three firms explore the way every aspect of their design process can be used to collaborate with the structural engineer, inform the contractor and the owner on a higher level.

Their approach to communicating design and maintaining open collaboration changed their workflow for the better. Including 3D modeling, photorealism, VR and AR – all supported in ARCHICAD – enhances the conversations they have with clients, it enriches the process and leads to new work. Technological advances partnered with the power of ARCHICAD allows firms to leverage technology, help their clients be more engaged and make their projects more efficient.

Three Architecture Firms Explore the Benefits of BIM in "By Design: The Next Frontier"

Communicating changes, cost, quantities, sequencing in addition to great design add up to running the project efficiently. Contractors want that added level of clarity, all stakeholders want the accurate and complete data set. A smoother, more efficient process is out there for you and your client – engineers and architects working in the same virtual model to name just one benefit.

Be inspired by the revolutionary firms who embrace the fascinating things that come from having the right combination of technology and innovation.

Sourced from arch daily

Amid a ferris-wheeling slew of scandals with respect to objectionable content across its air, YouTube has reportedly been developing a new algorithm to reward content of “quality.”

According to Bloomberg, YouTube has been developing two internal metrics over the past two years — one that is straightforward and gauges total time spent on the service (including posting and reading comments; not just watching videos) and a second that is slightly more nebulous, which the video giant is still working out. This second stat, per Bloomberg, is being referred to internally as ‘Quality Watch Time‘, and aims to identify content that is not only appropriate but constructive and responsible in some way.

Such an algorithmic development would presumably seek to help YouTube promote ‘quality’ videos — whatever that means — while marginalizing inappropriate videos and extremism. That said, the quality watch time metric could reportedly be used to calculate more than just video recommendations, according to Bloomberg, and is also being considered in realms like search results, ad distribution, and creator compensation. In prizing videos that are constructive and responsible, the metric would also help to combat the growing notion that YouTube is addictive and encouraging of mindless entertainment, according to Bloomberg.

YouTube has not finalized how quality watch time metric will be measured. And Bloomberg notes that coming up with a scalabe notion of ‘quality’ as ascertained by machine technology — or even human reviewers — feels like something of a herculean feat given the enormity of YouTube’s library and the variety of opinions out in the world.

YouTube told Bloomberg that “there are many metrics that we use to measure success,” but declined to comment on the development of either new metric.

YouTube implemented the ‘Watch Time‘ metric in 2012, replacing individual video views as its measurement of choice, despite the fact that critics both inside and outside of the company felt like such a shift could reward inappropriate and attention-seeking behavior, according to Bloomberg. YouTube declined to comment to the outlet about whether it might abandon watch time in favor of quality watch time.

Sourced from tubefilter

By

is capable of making music, but does that make AI an artist? As AI begins to reshape how music is made, our legal systems are going to be confronted with some messy questions regarding authorship. Do AI algorithms create their own work, or is it the humans behind them? What happens if AI software trained solely on Beyoncé creates a track that sounds just like her? “I won’t mince words,” says Jonathan Bailey, CTO of iZotope. “This is a total legal clusterfuck.”

The word “human” does not appear at all in US copyright law, and there’s not much existing litigation around the word’s absence. This has created a giant gray area and left AI’s place in copyright unclear. It also means the law doesn’t account for AI’s unique abilities, like its potential to work endlessly and mimic the sound of a specific artist. Depending on how legal decisions shake out, AI systems could become a valuable tool to assist creativity, a nuisance ripping off hard-working human musicians, or both.


already face the possibility of AI being used to mimic their style, and current copyright law may allow it. Say an AI system is trained exclusively on Beyoncé’s music. “A Botyoncé, if you will, or BeyoncAI,” says Meredith Rose, policy counsel at Public Knowledge. If that system then makes music that sounds like Beyoncé, is Beyoncé owed anything? Several legal experts believe the answer is “no.”

“There’s nothing legally requiring you to give her any profits from it unless you’re directly sampling,” Rose says. There’s room for debate, she says, over whether this is good for musicians. “I think courts and our general instinct would say, ‘Well, if an algorithm is only fed Beyoncé songs and the output is a piece of music, it’s a robot. It clearly couldn’t have added anything to this, and there’s nothing original there.’”

Law is generally reluctant to protect things “in the style of,” as musicians are influenced by other musicians all the time, says Chris Mammen, partner at Womble Bond Dickinson. “Should the original artist whose style is being used to train an AI be allowed to have any [intellectual property] rights in the resulting recording? The traditional answer may well be ‘no,’” Mammen says, “because the resulting work is not an original work of authorship by that artist.”

For there to be a copyright issue, the AI program would have to create a song that sounds like an already existing song. It could also be an issue if an AI-created work were marketed as sounding like a particular artist without that artist’s consent, in which case, it could violate persona or trademark protections, Rose says.

“It’s not about Beyoncé’s general output. It’s about one work at a time,” says Edward Klaris, managing partner at Klaris Law. The AI-made track couldn’t just sound like Beyoncé, in general, it would have to sound like a specific song she made. “If that occurred,” says Klaris, “I think there’s a pretty good case for copyright infringement.”

Directly training an AI on a particular artist could lead to other legal issues, though. Entertainment lawyer Jeff Becker of Swanson, Martin & Bell, says an AI program’s creator could potentially violate a copyright owner’s exclusive rights to reproduce their work and create derivative works based upon the original material. “If an AI company copies and imports a copyrightable song into its computer system to train it to sound like a particular artist,” says Becker, “I see several potential issues that could exist.”

It’s not even clear whether AI can legally be trained on copyrighted music in the first place. When you purchase a song, Mammen asks, are you also purchasing the right to use its audio as AI training data? Several of the experts The Verge spoke to for this piece say there isn’t a good answer to that question.

During a panel The Verge recently hosted on the state of AI and music at Winter Music Conference, which included Bailey; Matt Aimonetti, CTO of Splice; and Taishi Fukuyama, CMO of Amadeus Code, an audience member asked just that. “What if I wanted to license my catalog to a company so its AI could learn from it?”

“Currently,” replied Aimonetti, “there’s no need for that.”

Even if an AI system did closely mimic an artist’s sound, an artist might have trouble proving the AI was designed to mimic them, says Aimonetti. With copyright, you have to prove the infringing author was reasonably exposed to the work they’re accused of ripping off. If a copyright claim were filed against a musical work made by an AI, how could anyone prove an algorithm was trained on the song or artist it allegedly infringes on? It’s not an easy task to reverse engineer a neural network to see what songs it was fed because it’s “ultimately just a collection of numerical weights and a configuration,” says Bailey. Additionally, while there are scores of lawsuits where artists were sued by other artists for failing to credit them on works, a company could say its AI is a trade secret, and artists would have to fight in court to discover how the program works.

“Getting to that point might only be available to the biggest artists that can afford it,” says Becker.


law will also have to contend with the bigger issue of authorship. That is, can an AI system claim legal authorship of the music it produces, or does that belong to the humans who created the software?

Arguments about whether code can be the author of a musical work in the US are over 50 years old. In 1965, the Copyright Office brought up this concern in its annual report under a section titled “Problems Arising From Computer Technology.” The report says the office had already received one application for a musical composition made by a computer, and it “is certain that both the number of works proximately produced or ‘written’ by computers and the problems of the Copyright Office in this area will increase.”

Despite this early warning flag, current US copyright law is still vague when discussing authorship of works that weren’t created by humans. For now, lawyers are still grappling with the implications of one ruling, in particular, which doesn’t involve computers or AI at all: it’s about a monkey taking a selfie.

The case centered on a crested macaque that picked up the remote trigger for a photographer’s camera and took photos of itself. The resulting debate was over which creator should own the copyright: the photographer who set up the camera and optimized the settings for a facial close-up, or the monkey that pressed the remote trigger and took the photograph.

Ultimately, the US Court of Appeals for the Ninth Circuit decided that the monkey could not hold a copyright. The court made two points: the copyright law’s inclusion of terms like “children” and “spouse” imply an author must be human, and although courts have allowed corporations to sue, corporations “are formed and owned by humans; they are not formed or owned by animals.”

Many outlets used the monkey selfie ruling to discuss implications about artificial intelligence and authorship. If a monkey can’t own a copyright, it goes, then what about a song created entirely by AI? Would authorship go to the humans who created the AI, the AI itself, or the public domain?

The heart of this problem is that current US copyright law never differentiates between humans and non-humans. But, the Compendium of US Copyright Office Practices actually spends a lot of time talking about how humanness is a requirement for being considered a legal author. In an internal staff guidebook for the Copyright Office, the Compendium has a section titled, “The Human Authorship Requirement.” There’s also a separate bit to address copyright when a work lacks a human author. According to the Compendium, plants can’t be authors. Neither can supernatural beings or “works produced by a machine or mere mechanical process that operates randomly or automatically without any creative input or intervention from a human author.”

The Compendium has been updated to note that “a photograph taken by a monkey” cannot be given a copyright. But there’s nothing yet on AI.


mashup of all of these weird problems happened just weeks ago. Recently, the developers behind Endel, an app that uses AI to generate reactive, personalized “soundscapes,” signed a distribution deal with Warner Music. As part of the contract, Warner needed to know how to credit each track in order to register the copyrights. The company was initially stumped with what to list for “songwriter,” as it used AI to generate all of the audio. Ultimately, founder Oleg Stavitsky told The Verge, the team decided to list all six employees at Endel as the songwriters for all 600 tracks. “I have songwriting credits,” said Stavitsky, “even though I don’t know how to write a song.”

It sounds like a ludicrous outcome, but preventing humans from obtaining copyright on AI-assisted works could limit our ability to use these algorithms for creative purposes. “If you accept AI-generated work as a new form of art and take away the intellectual property rights of the person who created the algorithm,” says Klaris, “you’ve basically said, ‘you’re out,’ and take away their incentive to create.”

Endel was able to list its employees as songwriters because, in the US, you only need someone to claim they authored a work. But if there’s pushback — like in the monkey selfie case — authors have to prove that they made the work in question. The same might have to be done for music and AI in order to establish any precedent about how to treat this type of material in copyright law moving forward. And there are a million ways to parse the problem.

For now, there are far more questions than there are answers. If you take these problems a few steps further, you get into issues around AI and legal personhood that start to get “existential,” says Rose. Can software be creative? What if an AI software’s creations belong to no one at all?

“We haven’t figured it out,” Becker says. “This road is literally being paved as we’re walking on it.”

By

Sourced from The Verge

By Martin, Sourced from Thrive Global

The word social media marketing refers to various online administration/communication that empowers people with similar premiums to share information, gain from others or framework in an open system about a business entity. The information found on these platforms is regularly based on ‘customer made substance’, which infers anyone can post with inconsequential oversight.”

  1. Cost effectiveness

When a comparison is done for marketing between social media and other channels of marketing, it will surprise you that this approach is less expensive. This is advantages in terms of cost and it also gives instant feedback.

  • Ability to gain new client’s insights

Through social media interactions, it is easy to grow and establish a good relationship with the target audience as clients. This is enhanced by analytics platforms in social media like Facebook by finding out which content is most popular with your audience.

People who may know your organization well are your followers, fans, and other connections

  • Disintermediation

There is a good chance with this approach to eliminate the need for the middle person in the chain of distribution for both buyer and seller by doing away with the retailer.  It is high time business to embrace this attribute for their success.

  • An opportunity to reach unknown customers

This kind of business Marketing is popular and is growing very rapidly in all assortment of business. Awareness is the most imperative things that one ought to know about social marketing.

Social Media advertising with applying new innovations and techniques is the most up to date approach to draw in new clients.

  • Easy access for consumers recommendation

Through this approach is easy to get vast recommendation via an online survey on how your business is performing.

  • Pervasive and Cross-cutting

Social media marketing has the benefit of pervasive and cross-cutting since it is applicable to almost all sector without discrimination in terms of age, color, gender, from personal to private business and government. Due to this factor, it is multifunctional and flexible. Thus allowing for tailored solutions based on localization and personalization to meet diverse needs.

  • Increased Profits

It is likely that the profit margin will increase due to the wide market, buyer’s recommendation.

  • Globalization

The most significant aspect of this business is the ability to enhance globalization thus expansion of the market to people, companies, and government worldwide

  • Fasten information acquisition

Throughout social media had enabled people to acquire fast hand information and business people can communicate with crowds, group or audiences. Social Media conveys the message between clients in term of customer’s services and support, the medium of instruction, item improvement, and feedback. At the same time with social media, there is a faster circulation of information about the business on the market

  1. Increased  Customer service and Loyalty

Internet-based Marketing is a compelling method to assemble associations with leads and clients that lead to more noteworthy fulfillment and faithfulness after some time.

Conclusion

The users of the internet are over 72% hence it is advantageous for any business to incorporate social media marketing

By Martin

Sourced from Thrive Global

By Will Robins

Influencer marketing can be a powerful way for businesses to connect with consumers. Today’s brands are leveraging the power of influencers in mutually beneficial ways. Fortunately, this is a great time to get involved. Here are a few reasons why:

• According to Reuters, 27% of consumers in the United States use some form of ad-blocking software on a day-to-day basis. Antiquated ad models are no longer working, and companies are turning to influencers to reach their target markets in more humane ways.

• According to a study conducted by Collective Bias, 30% of consumers are more likely to buy a product that is recommended by a non-celebrity blogger. Additionally, non-celebrity influencers are 10 times more likely to drive in-store purchases.

• Linqia, an influencer-focused marketing company, found that 39% of marketers plan to increase their influencer budget in 2018.

Stats are great, but how do you apply influencer marketing to your brand?

Don’t just focus on growth. Finding the right fit for your product is the first step in the process of building meaningful relationships with influencers. Focus on the fit. This should be easy at first. If you are a health-related company, engage with health-related influencers. And don’t underestimate the power of microinfluencers; they make for a great testing ground when you first begin.

What do you need to know to get started?

Starting is easy. Begin surfing the web. You can use a lot of different tools, but here are my favorites: I use the search function on YouTube to find influencers in my niche. Next, I document on a Google Sheet their social media stats and contact information. Many creators have their business emails listed in their Twitter profiles — I’m not sure why, but I’ve noticed it is a common place to find contact information.

How do you know which influencers to work with?

Testing is the answer to everything. While you may not be able to judge performance and results in the beginning, use data to your advantage throughout the process. Start by looking at the percentage of views the influencer has in your country. That will be the first number to use for all calculations. Use that percentage to calculate how many people are going to see videos that the influencer will share for your brand.

In my experience, YouTube videos have a longer life cycle than other channels. Videos gain views over time, and that helps attribute for the cost of the engagement.

How can you leverage influencer relationships for mutual benefit?

Look for influencers in your market to ensure brand alignment between your company and the influencer. It is better to micro-niche down and work with influencers who have smaller but engaged communities. Don’t try to hit home runs — hitting singles is a great way to engage customers over time. Here is a quick list of action steps to get started:

• Start by working with five smaller influencers and test.

• Know your numbers for conversions on your website. Views become site visits. Site visits need to convert. These numbers will inform the results you expect from your influencers and how much to pay them.

• Have continuous outreach efforts.

• Look for deals. Who can you work with at a discounted price?

• Influencer marketing isn’t just a visual medium; ask the influencer to include copy in the description and comments of an Instagram post or YouTube video.

• Create a campaign document that outlines phrasing and copy to be used when describing your brand, and hold your influencers accountable for that language.

• Ask to view every video first before it goes live for any errors or off-brand comments.

• Get meaningful feedback early on and adapt.

• Channel into different sub-niches. For example, instead of the general “health” niche, consider keto, paleo and fitness influencers.

• Build an influencer page for your brand — I get new domains from NameCheap.com for $0.88. Then, create an email campaign and send out the site link asking for signups and directing people to “pitch you.”

What is the pay structure of an influencer like?

I get this question a lot, so I wanted to address it in this article. A survey conducted by Later, an Instagram scheduling tool, found that 66% of brands pay under $250 per post. However, the bigger their follower count and engagement, the more an influencer will be able to charge. After all, it’s not uncommon for influencers to be paid $50,000 for a single post.

When evaluating how much to pay, focus on engagement and potential return. Look for smaller influencers (with less than 100,000 followers) and do a test campaign at an inexpensive price. Track the results; if it performs well, then engage the influencer for multiple videos.

The most important part of the pay structure is the ask. Don’t be afraid to test first before you commit to a relationship. Stacking up smaller wins is more important than signing on for one huge deal with higher risk. Once you know your numbers, you can go for bigger deals — they aren’t as risky once you have a proven model.

Final thoughts: How can you ensure influencers and subscribers actually like you?

Don’t just think about the numbers. I know, I know — I base all of my decisions on the numbers. But it is just as important to engage in meaningful conversations with the influencers with whom you are working. Don’t be all promo all the time. Let them promote you while you engage their fans.

You can do so by buying ads to promote the video of your brand on their channels. Watch and comment on their videos. It takes time to have a relationship. Make it fun, but remember that the human element is the most meaningful way to stand out. When influencers and followers realize that you are a likable person who really cares about other people, then everyone in the community will relate to you more. That is when your influencer marketing can start to soar.

Feature Image Credit: Getty

By Will Robins

Organic Marketing Director at Manscaped.com, Overseeing SEO, influencer marketing, and branded content.

Sourced from Forbes

By 

YouTube stars and the Kardashians are not what you’d typically expect to discuss with one of the most sought-after marketers, who spends her days thinking about how to help people better understand how technology will shape our lives.

However, if from my interview with IBM’s Senior Vice President and Chief Marketing Officer, Michelle Peluso, reinforced one core theme, it is that sometimes your most powerful influencers come from unexpected places.

IBM

Influencer marketing has become commonplace within B2C marketing. Now, more than ever B2B companies are racing to do to the same. The fact is that influencers are pivotal to brand success and remain a growth lever to promote products and inspire community. B2B influencers might just look different than a stereotypical fashion influencer posing in front of the Coachella Ferris wheel or the fitness trainer promoting protein powder.

Peluso has the task of marketing a legacy brand within a world of digital content and consumption. This new wave of consumerism leans heavily on influencer marketing; especially as the next generation of millennial and Gen Z buyers and consumers look at technology through a more digitally savvy lens:

“When you have a company that has reinvented itself over 100 years many, many times, there’s a legacy that’s quite attractive. But we have to tell our story in the right way – we’re always  working on the latest, most cutting-edge technology, and helping clients make a difference in their companies and in the world.”

Peluso and I talked at length about a topic that is integral to the future of B2B marketing. Here are three takeaways about the current state of B2B influencer marketing gleaned from IBM’s strategy.

It’s all about authenticity.

Similarly to B2C trends of using nano influencers over macro influencers, Peluso encourages quality over volume, “It’s not necessarily about how many followers someone has, but rather what makes them valuable and interesting to their audience. It’s crucial that B2B companies commit to preserving an influencer’s authenticity as credibility is paramount.”

IBM’s ad campaign, “Dear Tech, Let’s Talk,” features an array of celebrities, influencers, and IBM employees and advocates. This includes IBMer, Lisa Deluca — a Distinguished Engineer and mother of four. She wants the world to know that STEM isn’t just a boys club. Peluso is determined to show that, “Whoever you choose to associate with your brand – they have to have that authentic connection. It simply can’t be manufactured or bought.”

Enterprise marketers must remain focused on finding influencers that relate to their products and values, and in turn, whose personal communities and followers will do the same.

B2B influencers differ than B2C influencers, and that’s awesome.

B2B influencers engage and thrive across a variety of offline and online channels – both inside the workforce and online through communities like LinkedIn or Reddit. These influencers are able to on their unique ability to convert non-physical concepts like artificial intelligence (AI) and cloud computing into consumable and exciting ideas for the masses…not just techies.

This is extremely important as content creation has a huge effect on the sales cycle as 80% of B2B buyers consume at least three pieces of content before talking to a salesperson.

“Employees are often an untapped influencer base for enterprise companies. Companies must find a way to identify these people, learn about their audience, and then support them to expand their mission and goals,” Peluso shared.

“In regards to external brand advocates, IBM works with this one developer, for example, Tanmay, who started learning how to use IBM’s AI platform (Watson) when he was a little kid. He has this uncanny ability to break down the technology in ways that people can understand. He does Facebook Live, YouTube, attends our events, and is becoming incredibly influential in his sphere.”

B2B influencers have a different audience than their consumer counterparts, which requires a different approach to content creation. Luckily, their audiences are passionate and drive results that can have a huge impact on the bottom line.

Give life to the intangible.

With sophisticated technologies like artificial intelligence, quantum computing, and blockchain in their technology stack, IBM brings abstract products to life through creative content. “What I think is really interesting is that, even now, a lot of what we do, you can’t see and touch. There are so many ways that AI and Cloud are touching people’s lives that you can start to make real,” Peluso explained.

One of the most famous examples of this is when IBM Watson won Jeopardy in 2011, defeating super champion Ken Jennings. This event brought the topic of artificial intelligence into mainstream conversation. And more recently with Project Debater, which showcased how AI could effectively debate a world-class human debater.

Another includes IBM engineer, Benin Saffo, who used machine learning and cognitive computing when she built a custom model to define different hair types through Watson Visual Recognition. By taking photos of hair, she could classify the unique characteristics associated with different hair types and further demonstrate the power of Watson.

By illustrating complex technologies in a digestible way for the modern audience, B2B influencers can share product vision and capabilities in an entertaining manner.

In the end, storytelling delivers.

Through understanding the importance of authentic storytelling and humanizing complex technologies, B2B companies can use influencer marketing for brand affinity and sales. The companies that get influencer marketing and social media right are those that consistently create engaging stories and compelling visual content, all with genuine intent for the audiences and stakeholders they serve.

Fortunately, B2B companies of all sizes have more opportunities than ever to connect with like-minded people through the power of influencer marketing.

I’m a content marketing consultant in Silicon Valley and millennial marketing expert. My book “Oh Snap! You Can Use Snapchat For Business” can be found here. Check out my website too! 

By 

I’m a freelance content marketer, author, and entrepreneur who helps brands engage millennials. I’ve been featured on the Nasdaq, NPR, NBC News, CNBC, Huffington Post, VentureBeat and named an Instagram Marketing Expert from Foundr Magazine and Social Media Examiner. I wrote a best-selling book, “Oh Snap! You Can Use Snapchat for Business” which IBM named their ‘Book of the Month.’ My strong understanding of the digital landscape comes from my career managing social media for Virgin America and Kiva. I’m also a millennial marketing post-graduate lecturer at Ireland’s Digital Marketing Institute and social media expert witness. When not snapping, I spend my free time at Burn Pilates, reading at Dolores Park, and hosting art and charity events.

Sourced from Forbes