Compelling data reveal a discouraging truth about growth today. There has been a marked decline in the ability of traditional levers of production--capital investment and labor--to propel economic growth. Yet, the numbers tell only part of the story. Artificial intelligence (AI) is a new factor of production and has the potential to introduce new sources of growth, changing how work is done and reinforcing the role of people to drive growth in business. Accenture research on the impact of AI in 12 developed economies reveals that AI could double annual economic growth rates in 2035 by changing the nature of work and creating a new relationship between man and machine.

LingPipe is a Natural Language Processing (NLP) library that is released under a dual commercial and an open-source AGPL license, and the basis for a NLP consulting company (Alias-I) that one of the authors (Breck Baldwin) founded. In fact, the preface of the book states that some of the recipes in this book come from Breck's private repository. This book is the first one devoted exclusively to LingPipe. While LingPipe provides comprehensive Javadocs and tutorials on its website, but it is fairly dense material (NLP is hard!) - the book is an easier, gentler way to understand it. One other reason LingPipe's API is so dense (even compared to other Java NLP libraries) is because it is written for performance, making heavy use of encapsulation to wrap common tasks and the visitor pattern to consume data in streaming mode. The book does a good job explaining the latter pattern in some depth, and deconstructing the code examples so the former becomes more obvious.

Artificial Intelligence Poised to Double Annual Economic Growth Rate in 12 Developed Economies and Boost Labor Productivity by up to 40 Percent by 2035, According to New Research by Accenture NEW YORK; Sept. 28, 2016 – Research released today from Accenture (NYSE: ACN) reveals that artificial intelligence (AI) could double annual economic growth rates by 2035 by changing the nature of work and spawning a new relationship between man and machine. The impact of AI technologies on business is projected to boost labor productivity by up to 40 percent by fundamentally changing the way work is done and reinforcing the role of people to drive growth in business. "AI is poised to transform business in ways we've not seen since the impact of computer technology in the late 20th century," said Paul Daugherty, chief technology officer, Accenture. "The combinatorial effect of AI, cloud, sophisticated analytics and other technologies is already starting to change how work is done by humans and computers, and how organizations interact with consumers in startling ways. Our research demonstrates that as AI matures, it can propel economic growth and potentially serve as a powerful remedy for stagnant productivity and labor shortages of recent decades."

Not everyone is willing to take the risks to solve the big problems. Even fewer are equipped to do so. But, when the data scientist asks questions of data that nobody else thinks to ask, they cure healthcare inefficiencies, build anti-money-laundering models to thwart crime, program the future of artificial intelligence, drive advances in connected vehicles, and diagnose climate change. The data scientist doesn't care how big your data is, and they're not interested in incremental change. They dare to transform society.

Marian Jacob is covering South East Asia. Marian worked in marketing and corporate communications for over a decade, covering both internal and external communications. She began her career in professional services, leading up to communications business partnering in various multi-national organizations with progressive cultures. Marian has worked on both global and regional roles within communications. She also provides counsel to companies on strategic communications and marketing opportunities.

Compelling data reveal a discouraging truth about growth today. There has been a marked decline in the ability of traditional levers of production--capital investment and labor--to propel economic growth. Yet, the numbers tell only part of the story. Artificial intelligence (AI) is a new factor of production and has the potential to introduce new sources of growth, changing how work is done and reinforcing the role of people to drive growth in business. Accenture research on the impact of AI in 12 developed economies reveals that AI could double growth rates in 2035 by changing the nature of work and creating a new relationship between man and machine.

You wouldn't think that articles on business and tech topics would make for the most beautiful music, but believe it or not, they were used by an artificial intelligence system and human composers to create an original symphony. It sounds like science fiction, but last week inside the Louvre Pyramid in Paris, a 50-piece orchestra performed "Symphonologie," a "symphonic experience" from Accenture Strategy, a business and technology consulting firm. The project aims to shed light on the tangible uses of this kind of artificial intelligence and its broad potential. "Initially, we talked about what could be a way for us to grab our clients and others in the business world? What would draw their attention? We wanted to show what's happening with digital and technology, and we thought about metaphors that cross cultures. We realized that music cuts straight through the list – there are so many different cultures and spoken languages around the world and we quickly went to music as something that transcends culture," Mark Knickrehm, group chief executive at Accenture Strategy, told CBS News. "The big question was how do you make music in the digital space using technology and artificial intelligence? It was quite creative to go from there. Words have real meaning, and they can make music."

You wouldn't think that articles on business and tech topics would make for the most beautiful music, but believe it or not, they were used by an artificial intelligence system and human composers to create an original symphony. It sounds like science fiction, but last week inside the Louvre Pyramid in Paris, a 50-piece orchestra performed "Symphonologie," a "symphonic experience" from Accenture Strategy, a business and technology consulting firm. The project aims to shed light on the tangible uses of this kind of artificial intelligence and its broad potential. "Initially, we talked about what could be a way for us to grab our clients and others in the business world? What would draw their attention? We wanted to show what's happening with digital and technology, and we thought about metaphors that cross cultures. We realized that music cuts straight through the list – there are so many different cultures and spoken languages around the world and we quickly went to music as something that transcends culture," Mark Knickrehm, group chief executive at Accenture Strategy, told CBS News. "The big question was how do you make music in the digital space using technology and artificial intelligence? It was quite creative to go from there. Words have real meaning, and they can make music."

A new press release reports, "Today Tractica announced the launch of its new Artificial Intelligence Advisory Service, a subscription-based market research and analysis suite that provides independent and objective market intelligence and strategy insights for companies engaged in the rapidly evolving artificial intelligence (AI) market. As part of the service, Tractica's global industry analyst team provides strategic and quantitative analysis focused on the market opportunity for AI technologies in enterprise, consumer, and government markets." Managing director Clint Wheelock commented, "Artificial intelligence technologies are already beginning to have a disruptive effect on established business models across virtually every industry, while simultaneously enabling new business processes that were not previously possible… Rapid advances in AI technologies like deep learning, machine learning, computer vision, and natural language processing (NLP) are being enabled by more powerful hardware, sophisticated algorithms, and a virtually limitless ocean of data to analyze and interpret." The release goes on, "As part of its Artificial Intelligence service, Tractica's industry analysts offer timely and actionable market insights, covering specific technology and industry sectors as well as overall market conditions and trends. Research reports include an in-depth examination of AI business models, use cases, technology issues, and key industry players in addition to detailed market sizing, segmentation, and forecasts. Tractica's Artificial Intelligence Advisory Service examines use cases and business models for the application of artificial intelligence technologies in enterprise, consumer, and government markets."

BOULDER, Colo.--(BUSINESS WIRE)--Today Tractica announced the launch of its new Artificial Intelligence Advisory Service, a subscription-based market research and analysis suite that provides independent and objective market intelligence and strategy insights for companies engaged in the rapidly evolving artificial intelligence (AI) market. As part of the service, Tractica's global industry analyst team provides strategic and quantitative analysis focused on the market opportunity for AI technologies in enterprise, consumer, and government markets. "Artificial intelligence technologies are already beginning to have a disruptive effect on established business models across virtually every industry, while simultaneously enabling new business processes that were not previously possible," says managing director Clint Wheelock. "Rapid advances in AI technologies like deep learning, machine learning, computer vision, and natural language processing (NLP) are being enabled by more powerful hardware, sophisticated algorithms, and a virtually limitless ocean of data to analyze and interpret." As part of its Artificial Intelligence service, Tractica's industry analysts offer timely and actionable market insights, covering specific technology and industry sectors as well as overall market conditions and trends.