how machine learning is poised to reinvent computing itself... What is at stake is not just one more piecemeal innovation but control over what very well could represent an entirely new computational platform: pervasive, ambient artificial intelligence... Artificial general intelligence will not involve dutiful adherence to explicit instructions, …

leading researchers are finding that they can make software that can learn to... design machine-learning software.

Over the past week in our Understanding AI series, we heard from a group of professionals exploring the impacts of AI... Sales coaches are valued, highly experienced, and well-paid. It’s hard to believe that a machine could potentially put them out of work, and yet…look at the data. And Sales’ counterparts over in Marketing are hardly any safer...…

With a few paragraphs buried in... bureaucrat-speak, the GDPR also restricts what the EU calls “automated individual decision-making.” ... what neural networks do... prohibit any automated decision that “significantly affects” EU citizens... provides ... a “right to explanation.” ... the option of reviewing how a particular service made a partic…

artificial neural network... takes in a given type of data... and finds patterns in them... Nobody knows quite how they work. And that means no one can predict when they might fail... If there hadn’t been an interpretable model, Malioutov cautions, “you could accidentally kill people.”.. European Union recently proposed to establish a “right to ex…

the world’s top artificial intelligence researchers ... discussed their rapidly accelerating field and the role it will play in the fate of humanity... Machines aren’t just taking the place of humans on the assembly line. They’re doing a better job. And all this before the coming wave of AI ... most new jobs are either at the very low end of the p…

The Feynman Machine is both an accurate description of how the brain really works, and a blueprint for Machine Intelligence... I won’t dwell too much on why I believe the Deep Learning boom of today is not the panacea it has been hyped up to appear... The central idea of the Feynman Machine is that regions of the brain form a network of NDSs whic…

finely-grained user segmentation could do wonders for bots. The experience becomes tailored to each user, therefore much more personal — and much more effective... how can IBM’s AI service help?

voice based AI assistants ... are naturally extremely open ended... not really that good at anything... the best services ... focus on solving one problem with a compelling solution and then expand

... fears about how changing technology is affecting the quality of information and the state of our democracy. ... heated debate about the role and size of tech platforms and the extent to which their activities should be regulated. Artificial Intelligence (AI) takes over from mobile as the hottest topic in technology...Expect widespread innovati…

deep learning... is the reason we’re on the brink of a more general intelligence... essentially one algorithm (with many minor variants) that can adjust its own structure to solve a problem, directly from whatever massively large data set you feed it... we’re seeing extremely narrow systems right now is because they’re extremely useful... we are …

Facebook’s application for Patent 0350675: “systems and methods to identify objectionable content.” ... filed in June 2015, describes a sophisticated system for identifying inappropriate text and images and removing them from the network... improve the detection of pornography, hate speech, and bullying... much easier to identify than false news s…

There’s large-scale, statistically significant research into the impact of search results on political views... Google is doing a horrible, horrible job of delivering answers here. It can and should do better... people are finally saying, ‘Gee, Facebook and Google really have a lot of power’ like it’s this big revelation. And it’s like, ‘D’oh.’”…

Perfectly open communities always go sour. You need filters. Every functional community has them. And that’s where machine learning comes in... If you can detect trolls, you can protect the people they’re trolling by muting or putting a warning over the trolls’ posts... Twitter... already have a way of screening out porn. Why don’t they do the sam…

mainstream AI tools: machine learning and deep learning...lack an element that will be key to building the sentient machines ...

If you think this election is insane, wait until 2020... technologies like AI, machine learning, sensors and networks will accelerate. Political campaigns get ... so personalized that they are scary in their accuracy and timeliness. The single most important factor influencing your voting decision is your social network… so you can bet that politi…

trillions of dollars are spent on making the world technologically ‘smarter’ ... but very little is spent on getting humans ready for that future... We will need to decide, very soon, where humans end and machines start, and vice-versa- and this is an ethical question NOT a technological challenge.

Fernando Pereira, who leads Google’s projects in natural language understanding, is less excited about his company’s shiny new devices than he is about what will happen when people use them... how can a machine truly understand phrases... machine learning; specifically... neural networks... use sophisticated algorithms and tons of data to train t…

When her best friend died, she rebuilt him using artificial intelligence... Memorial bots ... seemed both inevitable and dangerous. ... is it really what’s beneficial for us? Is it letting go, by forcing you to actually feel everything? Or is it just having a dead person in your attic? ... Today’s bots remain imperfect mimics ... Any suggestion …

Within five years robots and so-called intelligent agents will eliminate many positions in customer service, trucking and taxi services, amounting to 6 percent of jobs... The bots of 2021 will be much better at understanding human language, and they will be better at learning from users and increasingly able to handle more complex scenarios.

This report is the first in a series to be issued at regular intervals as a part of the One Hundred Year Study on Artificial Intelligence (AI100).

summary of Kevin Kelly’s Seminar “The Next 30 Digital Years”, ... part of The Long Now Foundation’s Seminars About Long-term Thinking. a dozen “inevitable” trends will drive the next 30 years of digital progress...

Salesforce’s Peter Coffee offers a singular analysis of the meaning of singularity and its key consequences.

The Turing Test is supposed to determine whether a machine can think, or seem to think. How would you test whether a machine can process and simulate feelings so well that a human user could develop real feelings for it? Well, how do you test whether you could love anyone?You flirt.... The goals of flirting... resemble the goals of contemporary …

After so much talking about the risks of ultraintelligent machines, it is time to turn on the light, stop worrying about sci-fi scenarios, and start focusing on AI’s actual challenges, in order to avoid making painful and costly mistakes in the design and use of our smart technologies... Believers in true AI and in Good’s ‘intelligence explosion’…

AI can be effective, particularly its Natural Language Processing (NLP) aspect — but only in the right context... we need to work out when it’s a help and when it’s a hindrance... Whilst AI may be the new kid on the technological block, it works best as a complement to good UI, not a substitute.

Technology is superior when humanity is woven into its DNA. I’m newly fond of saying, “Everyone is working on Artificial Intelligence, what about just, Intelligence?” Jelly sprung from the question, “What would search look like if it were created today?” We knew mobility and good old, human experience would be defining factors.... Enter your quest…

I haven’t yet met a single bot that actually does ANYTHING better than a great UX... that actually does ANYTHING beyond a narrow scripted interaction. They all seem OK inside a script (in English), but become super-annoying very fast, when moving out of their pre-designed limits. So I decided to deploy a chatbot, without building one, just to see …

You can now chat with all sorts of bots through a number of messaging services... The trouble is that computers still have a hard time understanding human language... but chatbots are still prone to confusion and misunderstanding... The best commercial chatbots will most likely be those that recognize their own limitations... There have been no …

Picture a nightmarish future in which half-witted “conversational user interfaces” drive us insane with mindless conversation and misunderstandings...chatbots may be incredibly annoying. And things may be even more annoying if app designers fail to appreciate the significant challenges that remain with using computers to parse and respond to natur…