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AVCC releases two key technical reports for the autonomous vehicle compute industry

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The Autonomous Vehicle Computing Consortium (AVCC), a global collaboration of automotive and technology industry leaders in automated and assisted driving compute solutions, has released two key technical reports, developed to provide the basis for a common autonomous vehicle language, conceptual system architecture, as well as use cases for automated and assisted driving compute systems.

Paul Hughes, chair of AVCC technical committee and lead system architect and distinguished engineer at Arm, says: “The path to a truly autonomous future is paved with foundational technology and computing challenges requiring industry collaboration.

“The new technology reports from the AVCC are a result of key industry players working together to establish a common language and frame of reference for critical autonomous applications, taking us a step closer to a safe, truly autonomous future.” [Read more…] about AVCC releases two key technical reports for the autonomous vehicle compute industry

Deep learning networks prefer the human voice – just like we do

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Columbia engineers demonstrate that AI systems might reach higher performance if programmed with sound files of human language rather than with binary data labels. (See video below.)

The digital revolution is built on a foundation of invisible 1s and 0s called bits.

As decades pass, and more and more of the world’s information and knowledge morph into streams of 1s and 0s, the notion that computers prefer to “speak” in binary numbers is rarely questioned.

According to new research from Columbia Engineering, this could be about to change. [Read more…] about Deep learning networks prefer the human voice – just like we do

Do we really need a professional translator for instruction manuals?

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Whether we like it or not, it is a well-established fact that we need instruction manuals. Indeed, in some instances it may be a legal requirement for the manufacturer of the product to supply one.

In fact, numerous directives in Europe, the US and much of the rest of the world make it compulsory to provide information, most often in the form of an instruction manual. [Read more…] about Do we really need a professional translator for instruction manuals?

How AI Could Boost Business Customer Service

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From forecasts to spam filters, artificial intelligence has long been used to help companies across industries. Within recent years, it’s begun to play a key role in a major business area: customer service. 

Though it’s widely seen as a human-led sector, this form of tech could simplify a number of B2C tasks, likely boosting overall client experience as a result. In turn, this may very well improve brand reputation as well as profit turnover.

Let’s explore the main ways in which AI stands to enhance customer service within a business. [Read more…] about How AI Could Boost Business Customer Service

Atos launches quantum computer emulator and associated programming language

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By Abdul Montaqim

A company called Atos has built and released what it claims is the world’s first commercially available quantum computer emulator.

In terms of hardware, it uses Intel chips and what might be considered classical computing technology.

But it’s programmed to simulate a quantum computer. Atos has named it the Quantum Learning Machine, and has even invented a new language for programming it.  [Read more…] about Atos launches quantum computer emulator and associated programming language

Book: Cognitive Approach to Natural Language Processing

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Book title: Cognitive Approach to Natural Language Processing
Authors: Bernadette Sharp, Florence Sedes and Wieslaw Lubaszewski

As natural language processing spans many different disciplines, it is sometimes difficult to understand the contributions and the challenges that each of them presents.

This book explores the special relationship between natural language processing and cognitive science, and the contribution of computer science to these two fields.

It is based on the recent research papers submitted at the international workshops of Natural Language and Cognitive Science which was launched in 2004 in an effort to bring together natural language researchers, computer scientists, and cognitive and linguistic scientists to collaborate together and advance research in natural language processing.

The chapters cover areas related to language understanding, language generation, word association, word sense disambiguation, word predictability, text production and authorship attribution.

This book will be relevant to students and researchers interested in the interdisciplinary nature of language processing.

AI crossword-solving application could make machines better at understanding language

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crossword
Image credit: Beth

A web-based machine language system solves crossword puzzles far better than commercially-available products, and may help machines better understand language.

Researchers at Cambridge University have designed a web-based platform which uses artificial neural networks to answer standard crossword clues better than existing commercial products specifically designed for the task.

The system, which is freely available online, could help machines understand language more effectively.  [Read more…] about AI crossword-solving application could make machines better at understanding language

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