If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."
However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …
In recent years, advances in neural networks and deep learning have triggered a revolution in artificial intelligence. The AI industry has made huge progress in solving complicated problems such as predicting cancer and driving cars. But AI also faces various challenges. Today artificial intelligence is in the greatest hype cycle of its history and has become the subject of a mixed jumble of hype, excitement, fear and resentment. Many of these challenges are at least partly because of a wrong perception toward AI.
Interpretations of what Artificial intelligence (AI) actually means can vary hugely depending on who you ask. But few would argue that AI has proved itself to be a truly impactful technology. The raw computing power available in 2018 allows organizations to unlock the insight from the big data they hold (both structured and unstructured), which gives them previously unavailable knowledge about their customers, competitors and the wider industries in which they operate in. Yet as AI stands on the threshold of true mainstream appeal – Squirro recently launched research that revealed 83% of top-tier banks have evaluated AI and more than two-thirds are already using it – it is already time for it to step aside. Augmented intelligence is a more powerful and effective use of computing power than artificial intelligence and fits more with the spirit of the times.
Perhaps "artificial" is too artificial of a word for the AI equation. Augmented intelligence describes the essence of the technology in a more elegant and accurate way. AI has been around for some time, and Dr. David Bray, executive director of the People-Centered Internet, sees the current "third wave" of AI as a convergence of neural networks, deep learning, pattern matching, Internet of Things, and scaling tasks beyond human limitations. AI's power and potential arises from pairing humans and machines, so that "the human is learning from the machine and, at the same time, the machine is learning from the human. Bray explored the possibilities of augmented intelligence in with a recent CXOTalk interview, where he was joined by Fred Laluyaux, CEO and President of Aera Technology. The discussion was hosted by Michael Krigsman, founder of CXOTalk and well-known industry commentator. Are organizations ready to embrace the power of augmented intelligence? Business leaders or C-level executives "intuitively know that the way they organize and the way decisions are being made in their organization is not sufficient anymore," he explains. "The way decisions are made has not really fundamentally evolved.
Star Trek's stories are infused with myriad, complex technologies -- many of which can't easily be explained even by engineers. But what if they break down or learn too much? In the second season of Star Trek: Discovery, a sophisticated computer program known as Control ran amok, bent on fulfilling its mission in a way its human designers never intended. It took over computer systems and eventually starships and space stations. It also hacked into a human-robot hybrid and deployed swarms of nanobots for nefarious purposes.
In 1965, Herbert Simon predicted that "within twenty years, machines would be capable of doing any work a man can do." Five years later, Marvin Minsky forecasted that "in from three to eight years we would have a machine with the general intelligence of an average human being." Bringing up these predictions is not necessarily meant to emphasize that roughly 50 years later they're still a long way from turning real – in spite of the obvious breakthroughs. It's more about acknowledging the fact that the early founders of AI were overly optimistic about the future of AI. This optimism fueled not only the hype, but also their own dismissal of any criticism – particularly coming from philosophers.
At Qlik, we are building AI and machine learning into our products in a way that amplifies the power of human intuition. Our approach surfaces unforeseen insights based on both the data selected and the initial search undertaken by the user. We call this augmented intelligence, and when applied through analytics it can raise the data literacy of the entire workforce, enabling deeper insights and bolder discoveries.This is vital for businesses, because the more people you have confidently making discoveries in your data, the more successful the company will be, as detailed in our recent Data Literacy Index. With augmented intelligence, users are presented with a smarter analytics experience -- with access to automated insight suggestions, data exploration without limitations, and the ability to generate more relevant insights and suggestions - putting the power of data-driven insights in the hands of every user. To further discuss these trends, we brought together experts from The Eckerson Group and Qlik to explore how the new wave of AI-assisted analytics supports users across any skill level in a recent'From BI to AI' webinar.During the session attendees discovered the value of augmented intelligence first hand and were able to hear about ways to embed AI across their business processes.
Artificial Intelligence is the need of the hour. This technology of today is neither an elementary school math nor a rocket science application. The understanding of AI not only allows business decision makers and enthusiasts to make advancements in technologies but also let them make processes better. Another term that is doing the rounds is artificial general intelligence (AGI) which encompasses human-level cognitive ability making automation think and work like a human mind. So how do you benefit from AI and the latest advancements that move around it?
But the idea of AI -- of machines that can sense, classify, learn, reason, predict, and interact -- has been around for decades. Today, the combination of massive and available datasets, inexpensive parallel computing, and advances in algorithms has made it possible for machines to function in ways that were previously unthinkable.1 While the more obvious examples such as robotics, driverless cars, and intelligent agents such as Siri and Alexa tend to dominate the news, artificial intelligence has much wider implications. Gartner predicts that "by 2020, algorithms will positively alter the behavior of billions of global workers."2 Markets & Markets expects the AI market to reach $5.05B by 2020.3 This report lays out the current state of AI for business, describes primary and emerging use cases, and states the risks, opportunities, and organizational considerations that businesses are facing. It concludes with recommendations for companies thinking about applying AI to their own organizations and a look at some of the business, legal, and technical trends that are likely to shape the future. Executive Summary 1 What is Artificial Intelligence? 2 Use Cases for Artificial Intelligence 8 Implications and Recommendations 13 A Look at the Future 17 End Notes 19 Methodology 22 Acknowledgements 23 About Us 24 TABLE OF CONTENTS 3. www.altimetergroup.com
The increasing buzz of artificial intelligence in news and science fiction generally creates an illusion that machines might imitate and surpass human intelligence. However, that is only a type of artificial intelligence called artificial superintelligence. Artificial superintelligence is something that can be seen in sci-fi movies like Interstellar, where TARS assists the astronauts in their space mission along with having human-like conversations. However, there are also other sci-fi fantasies like the one in'Avengers: Age of Ultron,' where the artificial superintelligence-based antagonist decides to wipe out humanity itself. Such scenarios are concerning people and even tech leaders like Bill Gates and Elon Musk who have warned against the expansion of AI.
Artificial general intelligence, or "AGI," the idea of a machine that can approach human levels of cognition, is a great topic to get people all worked up. Because no one can really define it, it serves as a Rorschach Test, onto which one can imprint whatever thoughts and feelings they care to. What is artificial general intelligence? Everything you need to know about the path to creating an AI as smart as a human. The result was a spirited discussion this past Friday night at John Jay College in Manhattan, site of the World Science Festival, now in its twelfth year.