illustrates the current limitations of artificial intelligence... a human being invisibly takes over, responding to your request as if the algorithms were still at the helm... to reveal how people would react to an omniscient virtual assistant, and to provide data that would let the algorithms learn ...progress has been harder won than expected...…

Facebook ... can never be, a platform where people have the power to build anything... the company’s main focus ... analyzing your data and showing you ads in exchange for advertiser’s money. A future where Facebook is the global social infrastructure, is a future with no refuge from advertising and number crunching... the future of social media …

a list of wireframes made by some of the best UX designers, in the hope that they might inspire you

an extensive list of projects, initiatives and tools created to fix trust in journalism and false/fake news and misinformation

Facebook will start adding “related” articles from different publications underneath a news post about a trending topic in your News Feed.

if everyone has the same information, the crowd is no smarter than a single individual... a diverse collection of opinions, especially including minority views, is crucial for creating a smart group... we have an innate desire to imitate our peers... it may also be because of a rational, profit-seeking motivation... The more complex the situation…

Everyone wants to test and learn, so long as it’s failing fast without the failure... to win the award for taking the risk, so long as it wasn’t risky... Innovation is sweaty, risky, terrifying and takes balls... Innovation is the opposite of what we are pretending the word means.

I’d grown up in the kind of millenarian sect of Christianity where pastors were always throwing out new dates for the Rapture. But Kurzweil’s prophecies seemed different because they were bolstered by science.

there is no obvious way to design such a system so that it could always explain why it did what it did... How well can we expect to communicate—and get along with—intelligent machines that could be unpredictable and inscrutable? ... a journey to the bleeding edge of research on AI algorithms... including a meeting with one of the great philosopher…

becoming a learning organization was nothing like winning a marathon ...cultivating an award-winning orchard... nurturing systems and culture to produce meaningful results... We embarked on a systematic and phased approach to cultivating the organization we all wanted.

in hot pursuit of the perpetrator, we discover a trail of evidence leading to our own doors... the issue of fake news ... an opportunity for public reflection, political economic imagination, and more thoughtful... interventions around the organization of the platforms and infrastructures which pattern our lives in the digital age... a shift from…

Google News determines whether an article might contain fact checks in part by looking for the schema.org ClaimReview markup. We also look for sites that follow the commonly accepted criteria for fact checks.... use that markup in fact-check articles.

a free bot interface and resources already in the newsroom, Hefty built and launched her first bot, dubbed Elexi, prior to the November 2016 elections to provide audiences with the necessary information to become more informed voters... We had all these preview stories on our site on local issues. If a user asked a question about a candidate or a …

there are a number of companies looking at ways to apply AI, machine learning and related concepts to recruiting... we see glaring limitations to applying machine learning and AI to screen candidates based on their CVs and social media profiles alone... CVs alone fail to capture individual performance and contribution, raw talent, actual competenc…

As ML algorithms solve bigger and more complex problems... training them can require massive amounts of pre-labeled data.... As recently as 2015, only large companies like Google, Amazon and Apple had access to the massive data ... The democratization of ML gives individuals and startups a chance... But access to data is only one way in which M…

Brilliant piece of data journalism

innovation is a series of steps, and that innovators possess certain characteristics... Almost everybody [has] innovative traits... the ability to think abstractly, having deep and broad knowledge, curiosity, openness to risk, grit, and dissatisfaction with the status quo... seek out experiences to put those traits to use

People are remarkably bad at explaining what they do, or how they go about reasoning, but we manage to live in a world filled with people, anyway.

Each side of the climate debate accuses the other of exaggeration and suffers from its own... sometimes feel like a shouting match in a roomful of children wearing earplugs... We have allowed our political, national, economic, and cultural narratives free play ... where... are the narratives from science itself? Where is the science teacher?... p…

how hard is it for someone to put true artificial intelligence into a chatbot? ... here are the 50 lines of code that enable your bot to understand speech:

Every great company story must be anchored in a human story and told through a personal human lens.

business gurus ... identify the “one true path” to success... when applied to the real world, their advice doesn’t apply as cleanly as they promise and they often contradict each other... Simple rules rarely apply to a messy world... one common theme ... Great innovators constantly seek to identify new problems.

"We live in two universes. One universe is a lie... Everything run, dominated, and controlled by the left here and around the world is a lie. The other universe is where we are... seldom do these two universes ever overlap" This is not just run-of-the-mill ranting. It expresses something profound about the worldview of conservative media and its …

Popular Science, wants to avoid the temptation of directly fighting against science skepticism... populism not as something to react against, but something we can work with... the more “scientifically curious” (as opposed to just knowledgeable) people are, the less likely they are to hold polarized beliefs ... more likely to be open to new inform…

Many famous scientists have something in common—they didn’t work long hours... lives were full and memorable, their work was prodigious, and yet their days are also filled with downtime... great students didn’t just practice more than the average, they practiced more deliberately... engaging with full concentration in a special activity to improv…

On fully eight of the nine measures, “polarization increases more for the old than the young.” If Facebook is the problem, then how come the problem is worst among those who don’t use Facebook? ... polarization is accelerating fastest among those using the internet the least... social media is important. It’s just not the whole picture... two mai…

if you’re having a conversation with your friend, @person@custom.website, and another user from custom.website wants to chime in, they will be invisible.... how does one end up on this blacklist? ... mastodon.social’s community policy:... your social graph is not portable between platforms ... first principle of a workable, future-proof social ne…

not necessarily easy to get buy-in from the organization... different parts of the organization are responsible for their own little bits so you can’t always do it within your own team.

throwing more data at problems won’t necessarily lead to progress... us to artificial general intelligence... there’s low-hanging fruit that deep learning’s good at  —  specific narrow tasks ... we’re not making progress on cognition and strong AI.... we can’t well interpret what deep learning is doing... it isn’t literally exactly memorization…