Personal Assistant Systems
How Machine Learning and AI Will Impact Our Lives--And How to Plan for It
By 2025, robots, machine learning, and artificial intelligence will displace over one-third of all jobs. Machine learning and artificial intelligence will disrupt the enterprise and your career simultaneously. Because machine learning and artificial intelligence (AI) are bound to impact you, you should learn about it instead of burying your head in the sand. It's time to get comfortable with the future. AI is the search for intelligent behavior by software and machines.
Microsoft follows Tay chatbot with fresh bot projects for Cortana and Skype
Instead, it is doing just the opposite: the Windows maker announced the Bot Framework, a tool to assist developers in creating their own chat bots, at its Build developer conference in San Francisco. Microsoft has released its BotBuilder software development kit (SDK) on GitHub under an open source MIT licence. The kit will enable developers to add chat bots to different applications, including widely used communication apps like Slack. Microsoft's own developers are using the tool to integrate its virtual assistant Cortana with Skype, as well as launching a dedicated bot platform for the video calling service. Cortana will reportedly be able to actively search for relevant words and phrases and draw more detail from Bing, help users manage their calendar and make suggestions for people Skype users should get in touch with.
Three reasons you should be working with AI right now
Artificial Intelligence (AI) is a hot topic, fuelled by growing media interest and numerous investments made by big technology firms. AI is already being used in everyday life with applications including spam filters and speech recognition technologies, such as Siri and the Netflix recommendation engine. But in a business context how useful and practical is AI and is it something your business should consider? With the dawn of the information age, the effectiveness of customer engagement and services provided can damage an organisation or raise it from obscurity. The pivotal role that technology plays in this area cannot be understated.
Recruit Institute of Technology. Interview with Alon Halevy
" A revolution will happen when tools like Siri can truly serve as your personal assistant and you start relying on such an assistant throughout your day. To get there, these systems need more knowledge about your life and preferences, more knowledge about the world, better conversational interfaces and at least basic commonsense reasoning capabilities. I have interviewed Alon Halevy, Executive Director at Recruit Institute of Technology. What is the mission of the Recruit Institute of Technology? Alon Halevy: Before I describe the mission, I should introduce our parent company Recruit Holdings to those who may not be familiar with it.
Many Challenges in AI, But Possibilities are Endless
Have you tried talking to anyone about Artificial Intelligence? Those words instantly conjure up images of killer robots, Jarvis and superhero movies for most people. Artificial Intelligence has gone through several decades of ups and downs. Investors and founders have gained and lost billions through these cycles, while tech leaders like Andrew Ng, Yann LeCun, Geoffrey Hinton and a long history of neuroscientists from Hubel and Weisel, to Sejnowski and Olshausen continued to push the boundaries on brain research, Neuromorphic Engineering, Robotics and Machine Learning, breaking new grounds, cycle after cycle. Much of the technology industry waited for a big bang event to announce the big arrival of AI.
Terrifyingly Convenient
But the Echo's inadvertent intrusion into an intimate conversation is also a harbinger of a more fundamental shift in the relationship between human and machine. Alexa--and Siri and Cortana and all of the other virtual assistants that now populate our computers, phones, and living rooms--are just beginning to insinuate themselves, sometimes stealthily, sometimes overtly, and sometimes a tad creepily, into the rhythms of our daily lives. As they grow smarter and more capable, they will routinely surprise us by making our lives easier, and we'll steadily become more reliant on them. Even as many of us continue to treat these bots as toys and novelties, they are on their way to becoming our primary gateways to all sorts of goods, services, and information, both public and personal. When that happens, the Echo won't just be a cylinder in your kitchen that sometimes tells bad jokes.
Game On! Introducing Cortana Intelligence Competitions
Machine Learning algorithms powered by intelligent applications serve useful functions in our daily lives in ways we may not even be aware of. For instance, predictive analytics allow businesses to retain key customers, help assembly lines and buildings to run more efficiently, and help us find movies that we are likely to find intriguing. The ML field has gained tremendous traction and respect over the last decade, prompting Harvard Business Review to name the Data Scientist the sexiest job of the 21st century. To encourage new ML applications and foster a vibrant online community, we are thrilled to launch Cortana Intelligence Competitions, a gamification feature of Cortana Intelligence Suite, as well as our first competition Decoding Brain Signals. This platform provides an intuitive and fun environment to hone users' data science and analytics expertise, and our first competition will allow you to have the chance to contribute to the important field of neuroscience to win prizes and recognition.
Hound already runs rings around Siri and Cortana, and it's just getting warmed up
Nine months ago, SoundHound wowed the world when it took the wraps off Hound, a voice-enabled personal assistant that was not only faster than rival apps Siri and Google Now but that could understand and correctly answer questions of surprising complexity. This isn't something that just happened overnight, however -- it required nine years of work and incredible foresight on the part of its engineers. In an interview with BGR, SoundHound founder and CEO Keyvan Mohajer explained how he conceived Hound and how he expects to compete against rival digital personal assistants created by tech giants Apple, Google and Microsoft. MUST READ: I really tried, but there's just no way I can live with the Galaxy S7 Mohajer first came up with the idea for Hound when he was a PhD student at Stanford. He had a deep conviction that the next big evolution in personal computing would come in the form of voice-enabled personal assistants that would not only answer basic questions but would be capable of more or less conversing.
What will it take to make A.I. sound more human?
Conversation fillers such as "hmm" and "uh-huh" may seem like insignificant parts of human conversation, but they're critical to improving communication between humans and artificial intelligence (A.I.). So argues Alan Black, a professor in the Language Technologies Institute at the Carnegie Mellon School of Computer Science, who specializes in speech synthesis and ways to make artificially intelligent speech sound more real. Both Siri and Cortana incorporate aspects of Black's work, he says. But for the most part, such technologies still boil down to a pretty simple pattern: The human speaks, then the machine processes that speech and answers. "It's not really how humans interact," Black said in an interview on Friday. Key to making such conversations more natural are pauses, fillers, laughs and the ability of speakers to anticipate and complete each other's sentences -- all of which help build rapport and trust.
Bots are here, they're learning -- and in 2016, they might eat the web
The first bot I ever befriended went by the name of GooglyMinotaur. The Minotaur appeared in 2001 to promote Amnesiac, the latest album from Radiohead, which was and still is my favorite band. I happily chatted with the Minotaur about Radiohead history, information about the band's tour, and the MP3s it offered for download. The Minotaur was popular among fans like me: 1 million people added it as a friend, and in its lifetime it sent more than 60 million messages. But the Minotaur died a few months after it appeared, along with the rest of the era's bots. The entire field seemed dormant for more than a decade.