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The Future of Artificial Intelligence, According to Pop Culture

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The unpredictable nature of superintelligent, self-improving machines lends itself quite nicely to the dramatic storylines of movies and books.

It’s a science fiction writer’s dream: if AI becomes smart enough to create more advanced versions of itself, pretty much every outcome is on the table. Machines could empower humanity to become enlightened and virtuous. On the less optimistic side? Machines could instead ruthlessly enslave all of humankind to tickle their own warped sense of satisfaction.

Pop Culture Perspectives

From the plot of movies like The Terminator to The Matrix, pop culture offers up innumerable examples of what could happen from the rise of the machines – and most of them, as you can imagine, steer towards the less optimistic side of the spectrum.

Today’s infographic from BBC Future provides an entertaining take on these scenarios, organized by potential likelihood.

Note: Infographic removed at request of BBC. To see it, click link above – or see our other AI infographic here.

Some experts see AI having a $15.7 trillion impact on our economy, but pop culture offers up a slightly different perspective of what the future may hold.

Future AI Scenarios

Here are just some of the scenarios offered up in mainstream movies, books, and television shows. Some are apocalyptic and dystopian, and some seem just plain bizarre:

Seductive Siris: In 2013’s Her, Joaquin Phoenix falls in love with an intelligent operating system named Samantha.

Self-Replicating AI: In 1995’s Screamers, scientists create a self-replicating weapon with one purpose: to destroy all life.

The Singularity: AI vies to take over the world in 1982’s classic Tron.

Rampaging Robots: In 1973’s Westworld, recently re-envisioned as a different TV series by HBO, murderous androids go on a killing spree in a futuristic Disney-style theme park.

Feeling Machines: In the 1999 movie Bicentennial Man, a household robot experiences emotions, creative thoughts, and eventually develops sentience.

Androids Among Us: Artificial beings infiltrate society undetected in TV series Battlestar Galactica.

Human Enslavement: In the 1999 movie The Matrix, all life on Earth is an elaborate facade. The robots are really the ones in command, but you wouldn’t know it until you take the “red pill”.

Mind Upload: Digitized humans gain immortality and then wreak havoc, such as in 2014’s Transcendence.

One Certainty

While some of these ideas seem far-fetched, it’s worth noting that not all future scenarios are as distant as they may seem.

With computing power increasing exponentially, the tail end of the hockey stick could happen sooner than we may think.

ai powerful human brain

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10 Types of Innovation: The Art of Discovering a Breakthrough Product

How do companies like Amazon and Apple consistently make game-changing products? Here are 10 types of innovation, and the tactics that lead to big breakthroughs.

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The Art of Discovering Breakthrough Products

As venture capitalist Peter Thiel once put it, “competition is for losers”.

It’s inevitable that every company out there must be out there battling for market share, but you don’t really want to be in a situation where the competition is so stiff that any potential upside is eroded away in the process—a scenario known as perfect competition in economics.

To avoid perfect competition, companies must strive to build an economic moat that gives them a sustainable competitive advantage over time. While these protective moats can arise from a number of different sources, in today’s information economy they most often arise from the power of innovation.

But where does innovation come from, and is there a universal framework that can be applied to help consistently make big breakthroughs?

The 10 Types of Innovation

In today’s infographic, we showcase the culmination of years of in-depth research from Doblin, an innovation-focused firm now owned by Deloitte.

After examining over 2,000 business innovations throughout history, Doblin uncovered that most breakthroughs don’t necessarily stem from engineering inventions or rare discoveries.

Instead, they observed that innovations can be categorized within a range of 10 distinct dimensions—and anyone can use the resulting strategic framework to analyze the competition, to stress test for product weaknesses, or to find new opportunities for their products.

Here are the 10 types of innovation:

#Innovation TypeDescription
1.Profit ModelHow you make money
2.NetworkConnections with others to create value
3.StructureAlignment of your talent and assets
4.ProcessSignature of superior methods for doing your work
5.Product PerformanceDistinguishing features and functionality
6.Product SystemComplementary products and services
7.ServiceSupport and enhancements that surround your offerings
8.ChannelHow your offerings are delivered to customers and users
9.BrandRepresentation of your offerings and business
10.Customer EngagementDistinctive interactions you foster

From Theory to Practice

What does innovation look like in practice?

Let’s see how well-known businesses have leveraged each of these 10 types of innovation in the past, while also diving into the tactics that modern businesses can use to consistently make new product breakthroughs:.

Innovation Types #1-4: “Configuration”

According to Doblin, the first four types of innovation center around the configuration of the company, and all the work that happens “behind the scenes”.

Although innovation types in this category are not directly customer-facing, as you can see in the examples below, they can still have an important impact on the customer experience. How your company and products are organized can have a crucial downstream effect, even enabling innovations in other categories.

Configuration innovation types

Two of the most interesting examples here are Google and McDonald’s. Both companies made internal innovations that empowered their people to make important advancements further on downstream.

In the case of McDonald’s, the franchisee insight that led to the introduction of the Egg McMuffin spearheaded the company’s entire breakfast offering, which now accounts for 25% of revenues. Breakfast is also now the company’s most profitable segment.

Innovation Types #5-6: “Offering”

When most people think of innovation, it’s likely the offering category that comes to mind.

Making improvements to product performance is an obvious but difficult type of innovation, and unless it’s accompanied by a deeply ingrained company culture towards technical innovation, such advancements may only create a temporary advantage against the competition.

This is the part of the reason that Doblin recommends that companies focus on combining multiple areas of innovation together—it creates a much more stable economic moat.

Offering innovation types

Apple has a reputation for innovation, but the product ecosystem highlighted above is an underappreciated piece of the company’s strategy. By putting thought into the ecosystem of products—and ensuring they work together flawlessly—additional utility is created, while also making it harder for customers to switch away from Apple products.

Innovation Types #7-10: “Experience”

These types of innovation are the most customer-facing, but this also makes them the most subject to interpretation.

While other innovations tend to occur upstream, innovations in experience all get trialed in the hands of customers. For this reason, intense care is needed in rolling out these ideas.

Experience innovation types

In the early days of the internet, online shipping was precarious at best—but Amazon’s introduction of Amazon Prime and free expedited shipping for all members has been a game-changer for e-commerce.

Executing on such a promise was no small task, but today there are 150 million users of Prime worldwide, including some in metro areas who can get items in as little as two hours.

Making Innovations Happen in Your Organization

How can organizations approach the 10 types of innovation from a more tactical perspective?

One useful resource is Doblin’s free public list of over 100 tactics that correspond with the aforementioned framework.

The one-pager PDF provides a range of typical dimensions for approaching each type of innovation. In essence, these are all different ways you could consider when trying to differentiate your product or service—and at the very least, it provides a useful thought experiment for managers and marketers.

For those interested in learning more on this topic, Doblin also has a highly-rated book as well as other accessories that leverage the above framework.

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Visualizing the Rise of Digital Payment Adoption

By 2023, digital transaction values could reach $6.7T globally—catalyzed by digital commerce and mobile payments. COVID-19 is only accelerating this trend.

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Digital Payments: The Evolution of Currency

Over the last decade, the digital payments landscape has undergone a structural shift.

Consumer behaviors are changing—moving towards contactless and cashless transactions. Meanwhile, as the magnitude of COVID-19 grows, these trends have only accelerated.

Today’s infographic navigates the digital payments ecosystem, exploring its history and innovative technologies, and how it continues to grow as a solution of choice for trillions of dollars of transactions each year.

Digital Payments Timeline

The origins of digital payments began over 25 years ago with then 21 year-old entrepreneur Dan Kohn in Nashua, New Hampshire, who sold a CD over the internet via credit card payment.

  • 1994: First online purchase is made
    A CD of Sting’s Ten Summoner’s Tales is sold for $12.48 on NetMarket.
  • 1997: First mobile payments and first contactless payments
    Coca-Cola installs two vending machines in Helsinki that accept payment by text message.
  • 1999: Paypal launches electronic money transfer service
    Early on, PayPal’s user base grew nearly 10% daily. Tesla CEO Elon Musk and venture capitalist Peter Thiel were among its co-founders.
  • 2003: Alibaba launches Alipay in China
    Today, the mobile payment platform has witnessed stunning growth — leveraging digital wallets accepted by merchants in over 50 countries and regions.
  • 2007: M-PESA creates the first payments system for mobile phones
    Kenya-based M-PESA launched its mobile banking and microfinancing service. Today, it has over 37 million active users on its platform across Africa.
  • 2009: Bitcoin enables secure, untraceable payments
    Satoshi Nakamoto develops the first decentralized payment network in the world.
  • 2013: WeChat Pay is rolled into the popular messaging platform
    By 2018, it surpasses 800 million monthly active users.
  • 2014: Apple Pay launches
    By 2023, over $2 trillion of mobile payment transactions could be authenticated by biometric technology.

As technological advances continue to unfold, advances in digital payment technologies are creating ripple effects globally.

Geographical Differences in Adoption

Unsurprisingly, the sheer volume of digital payments has continued to grow at a double-digit pace, now surpassing the $4.1 trillion mark.

How do cashless payments break down across different countries?

CountryDaily Average Volume of Cashless Payments Average Annual Cashless Payments Per Person
Singapore 13M831
South Korea 77M547
Sweden15M529
Netherlands24M505
U.S.444M495
UK82M448
Canada40M393
Belgium12M372
France64M363
Switzerland7M299
Germany61M269
Russia95M237
Spain24M185
Brazil95M166
China543M142
Italy18M111
Turkey17M77
Indonesia30M42
Mexico14M40
India67M18

Source: BIS

Singapore has the highest number of cashless payments per individual, averaging 831 cashless payments annually. The country’s robust e-commerce market is supported by high-speed, reliable internet and a young, tech-savvy population.

With e-commerce spending accounting for about 6% of South Korea’s national GDP, it is another leading purveyor of a cashless society. Meanwhile, Sweden is projected to become a cashless nation as early as 2023.

Pivotal factors—including core infrastructure, consumer behavior and rising revenues—provide a glimpse into the rapidly changing payment horizon.

The Future of Digital Payments

As transactions rise, a number of other technological innovations could be instrumental to shaping the evolution of the digital payments industry:

  1. Messaging-app payments
    Facebook Messenger, WhatsApp, and WeChat can leverage the reach of billions of users.
  2. Voice-activated commands
    Paying for gas, groceries, or retail via voice could soar.
  3. Peer-to-peer (P2P) payments
    Bank of America and Visa are investing heavily into P2P partnerships.
  4. Cryptocurrencies
    Over one million transactions take place daily on average.
  5. Biometric payments
    Smartphone biometric security features could spur traction across digital payments.
  6. Facial recognition
    May soon replace QR codes across retail, transit, and airports in China.
  7. Crypto wallet adoption
    Blockchain wallet users are predicted to soar to 200 million by 2030.
  8. Hardware & in-store interfaces
    Square, Stripe, and Clover are driving new mobile processing integrations.
  9. The $4.1T digital payments ecosystem is facing a notable transition, catalyzed by a wave of global advancements and disruption. As the industry continues to widen its reach, consumers and investors alike can benefit from the shift towards a cashless economy.

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