- A buried line in a new Facebook report about chatbots’ conversations with one another offers a remarkable glimpse at the future of language.
- In the report, researchers at the Facebook Artificial Intelligence Research lab describe using machine learning to train their “dialog agents” to negotiate.
- At one point, the researchers write, they had to tweak one of their models because otherwise the bot-to-bot conversation “led to divergence from human language as the agents developed their own language for negotiating.”
- In other words, the model that allowed two bots to have a conversation—and use machine learning to constantly iterate strategies for that conversation along the way—led to those bots communicating in their own non-human language.
- “There remains much potential for future work,” Facebook’s researchers wrote in their paper, “particularly in exploring other reasoning strategies, and in improving the diversity of utterances without diverging from human language.”
When Facebook designed chatbots to negotiate with one another, the bots made up their own way of communicating.
Continue reading “An Artificial Intelligence Developed Its Own Non-Human Language”
- In short, in the universe of pages existing in a (at the time almost) shapeless web, Page and Brin wanted to organize that information to make it become knowledge.
- Out of the more than 200 factors that Google accounts for when deciding whether the content on the web is relevant, RankBrain became the third most relevant.
- First, the semantic web is a set of rules and standards that make human language readable to machines.
- In semantic web jargon an entity is a subject which has unambiguous meaning because it has a strong contextual foundation.
- In other words, instead of going from writing to web writing as unconsciously as the human race transitioned from hunter-gathering to farming, it is time to take this step forward deliberately and intentionally.
When Larry Page and Sergey Brin invented PageRank back in 1996, they had one simple idea in mind: Organize the web based on “link popularity.” In…
Continue reading “How Artificial Intelligence is Changing Web Writing”
- Interaction design in the context of chatbots is as important to get right as interaction design for websites or applications, if not more so.
- As the chatbot hype subsides, technologies mature, and companies get feedback from customers, the problems that chatbots tackle will become more obvious, and more valuable.
- In many instances, early chatbots seemed more like technologies in search of problems than customer-centric solutions.
- Many startups, including my own ( ReplyYes ), are utilizing A.I. and chatbots to help consumers engage with brands through their mobile devices in interesting and creative ways.
- When companies endeavor to solve problems with A.I. and chatbots, a hybrid approach with a human behind the scenes will be vital for success.
In the last twelve months, we’ve witnessed a huge surge in the development and adoption of chatbots, artificial intelligence (A.I.), and machine learning. Many startups, including my own (ReplyYes), are utilizing A.I. and chatbots to help consumers engage with brands through their mobile devices in interesting and creative ways. Examples include the Domino’s chatbot, which enables customers to order a pizza through Facebook Messenger; the Burberry chatbot for London Fashion Week, which helps customers order products they see on the runway; and Lowercase Alpha, which helps founders and friends of Chris Sacca’s venture capital firm Lowercase discover some of the best new apps in the world.
Continue reading “8 predictions for A.I. and bots in the next 24 months”
- Success in creating AI could the biggest event in the history of our civilization.”
- The famed physicist opened an AI research center at Cambridge University on Wednesday, according to the Guardian .
- In January 2015, Hawking, Elon Musk, Bill Gates and dozens of other tech experts penned an open letter warning about the dangers of AI.
- Stephen Hawking Opens AI Research Center to Help Achieve ‘The Biggest Event in the History of Our Civilization’
- And in the future, AI could develop a will of its own–a will that is in conflict with ours.”
It’s the British scientist’s latest venture to make sure artificial intelligence is used for good.
Continue reading “Stephen Hawking Opens AI Research Center to Help Achieve ‘The Biggest Event in the History of Our Civilization’”
- BIG DATA: ‘Big Data Is People!’
- Singularity University, Singularity Hub, Singularity University Summits, SU Labs, Singularity Labs, Exponential Medicine and all associated logos and design elements are trademarks and/or service marks of Singularity Education Group.
- Alison tells the stories of purpose-driven leaders and is fascinated by various intersections of technology and society.
- Rebecca Lemov | Aeon “M ost definitions of big data don’t take account of its inherent humanness, nor do they grapple meaningfully with its implications for the relationship between technology and changing ways of defining ourselves…
- Dango isn’t just scanning your message looking for the word ‘horse’ and then recommending the horse emoji.
Read the full article, click here.
@singularityhub: “What We’re Reading This Week:
FUTURE OF WORK: Basic Income: A Sellout of the American Dream
David H. Freedman | MIT Technology Review
“What’s not to like about free money? …Well, there’s the fact that a universal basic income could add as much as $2 trillion in annual expenses to the U.S. budget. Then there’s the question of whether such a program might disconnect large swaths of our population from the positive aspects of working for a living—a potentially toxic side effect. And finally, there’s little convincing evidence that large-scale technological unemployment is actually happening or will happen in the immediate future.”
This Week’s Awesome Stories From Around the Web (Through June 18th)