employees have little faith in their leadership:22% of employees strongly agree the leadership of their organization has a clear direction for the organization.15% of employees strongly agree the leadership of their organization makes them enthusiastic about the future.13% of employees strongly agree the leadership of their organization communicat…

We know little about the amount of fake news an average citizen consumes, or how it fits into their overall news diet... What we found calls into question the severity of the fake news crisis.... We gathered data for both the real and fake news sites from comScore... First, the fake news audience is tiny compared to the real news audience–about 1…

Several contributors suggested that different media organizations could come together both on a reporting level and on a broader level. There’s the idea for a “‘pooled’ White House new dashboard,” “a new kind of aggregation site for specific topics.”

The Jobs-to-be-done methodology helps you focus on the job that the user wants done rather than who and how... First, we take the Persona out of the picture and instead add context. Then we focus on the motivation (i.e, answering the why). It gives us clarity to the whole situation and helps us be more creative in designing a solution.

to give our audience a glimpse at what’s happening outside their own social media spaces... Outside Your Bubble feature will appear as a module at the bottom of some widely shared news articles and will pull in what people are saying about the piece on Twitter, Facebook, Reddit, the web, and other platforms.

Zuckerberg uses abstract language in his memo—he wants Facebook to develop “the social infrastructure for community,” he writes—but what he’s really describing is building a media company with classic journalistic goals... “for keeping us safe, for informing us, for civic engagement, and for inclusion of all.”,,,an assumption that news... will con…

our current misinformation problem is only the tip of a massive iceberg — and this looming disaster starts with AI...when we see a picture that seems very unlikely, we naturally assume that it is photoshopped... with AI, we are heading toward a world where this will be the case with every form of media: text, voice, video, etc.

two potential progressions from natural language processing to artificial intelligence. For the symbolic path, we need to build world models based on deep and organized representations. Success on this path requires that the models we build be comprehensive and flexible. For the sub-symbolic path, we need to train large neural networks in an envir…

an AI system that could generate explanatory, insightful articles... foster “a seamless interaction” between human and machine... Heliograf software identifies the relevant data, matches it with ... the template, merges them, and then publishes different versions across different platforms... alert reporters via Slack of any anomalies it finds in…

Chinese researchers usually speak English so they have the benefit of access to all the work disseminated in English. The English-speaking community, on the other hand, is much less likely to have access to work within the Chinese AI community... Baidu has rolled out neural network-based machine translation ... when Google and Microsoft did so...…

idea is that the human agents only handle requests too complex for a bot. But the enterprise software companies building automated responses and those that manage live chat services for workers are jostling over how to do the so-called “handoff,” or the step in which a customer gets routed from a bot to a human

when bot platforms take off, we will be... completing the new shift in data control from the users’ hands to Facebook’s, Google, and Microsoft’s hands... the next big privacy concern... end-to-end encryption between the user and the bot developer... goes against their [platform's] business models

Community engagement is about shifting that perspective. It’s about continuously listening, interacting and serving a community. How did the work contribute to the community reaching its goals? Far too often, journalists are obsessed with telling the story. And the story is good. But the story. isn’t. enough. design thinking ... can help us achi…

what happens in a cultural ecosystem where the hearer has gone extinct and the speaker gone rampant?... so much of our communication today is defined by a rather ungenerous unwillingness to listen coupled with a compulsion to speak.

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...…

Your brain is the best pattern completion machine in the known universe... But how does it do this? ... new study has unravelled the machinery, right down to the level of individual neurons

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…

Over the next few weeks, on the Online Journalism Blog, I'll be talking to some of the entrepreneurs trying to change the way we use the internet for news and current affairs.

The PROSPER framework is a jargon-free planning model designed to help marketers create consistent work in a digital world.

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?

Convergence is occurring not just across the technology and future scenario curves, but also the various aspects of social change... the social dimension is impacted or squeezed by the curves, while at the same time, social change has a reciprocal effect

Price was the first person ever to be diagnosed with what is now known as highly superior autobiographical memory, or HSAM, a condition she shares with around 60 other known people. She can remember most of the days of her life as clearly as the rest of us remember the recent past

model to assess human beings based on five personality traits, known as the "Big Five." also known as OCEAN... openness, conscientiousness, extroversion, agreeableness, neuroticism... their needs and fears, and how they are likely to behave. ... the problem with this approach was data collection... Then came the Internet. And Facebook... on the b…

Seeing willpower as a muscle-like force does seem to match up with some limited examples... the analogy is reinforced by social expectations ... But these ideas also have a pernicious effect, distracting us from more accurate ways of understanding human psychology and even detracting from our efforts toward meaningful self-control... Willpower-bas…

my thinking was that one of the best ways to get young men to go see a movie was to tell them they should not be allowed to see it... ultimately sold millions of dollars worth of tickets, dvds and books... the exact playbook that right wing blogger Milo Yiannopoulos is running on his own cross-country trolling tour... Numerous leaders of the alt-r…