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.

There’s no shortage of resources about Digital Transformation on my Hub, but ... I’m not sure I recommend all of them. This edition includes three I do

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…

Federated Learning enables mobile phones to collaboratively learn a shared prediction model while keeping all the training data on device, decoupling the ability to do machine learning from the need to store the data in the cloud.

A Field Guide to Fake News explores the use of digital methods to trace the production, circulation and reception of fake news online.

science has become as horrifically politicized as any other aspect of American life.... If we truly want to endorse the idea of science, let’s break up into groups and fan out across America:

What distinguishes Pulitzer Prize-winning stories is not only painstaking journalistic work ... but also the use of emotional storytelling... because objectivity tends to be seen as emotionless, emotional storytelling tends to be viewed as anathema to good journalism. The winning stories... show that it’s possible to retain objectivity and also st…

The internet freedom agenda presumed the benefits of the free flow of information only cut one way: in favor of open societies, values, and ideals. But we’re now seeing that its destabilizing effects cut both ways... The open internet creates an asymmetric threat... rather than the global village ... mid-21st century internet might ... be a feder…

if we can get ourselves to believe something first, we’ll be more effective at getting others to believe it... overconfident people are seen as more competent and have higher social status. ... self-deception evolved for the purpose of other-deception... whenever anyone tries to convince you of something, think about what might be motivating tha…

People will type... Take the most popular open input (such as ‘how are you?’ or the very frequent ‘no’). Then the most probable input in relation to your stories. Build answers to all these inputs. ... frame the subscription as becoming friends, and mention this implies receiving messages ... You need to first prove value and only afterwards ask f…

For every man-made crisis event... we found evidence of alternative narratives, often shared by some of the same accounts and connected to some of the same online sites. These rumors had different “signatures” from other types of rumors... rose more slowly, and then they lingered, ebbing and flowing ... sustained participation by a set group of Tw…

Here we propose the following alternative to a democratic vote: select the answer that is more popular than people predict. We show that this principle yields the best answer under reasonable assumptions about voter behaviour, while the standard ‘most popular’ or ‘most confident’ principles fail under exactly those same assumptions. Like tradition…

a trusted membership model is key to journalism’s future... De Correspondent is funded solely by its members... because they believe in the kind of journalism that is done by its 21 full-time correspondents and 75 freelancers... In this piece I will unfold what I mean by “optimized for trust” ...

the Facebook Pages seeing the biggest average engagements per post across news, interests, politics, and more

An obvious synergy is the extension of Microsoft's CRM integration with LinkedIn's Sales Navigator to blur the boundaries of traditional CRM and the 'top of funnel research database, referral generator, and engagement tool' that is Sales Navigator.