Overview: Digital Transformation

What is data journalism? What is it for? What might it do? What opportunities and limitations does it present? Who and what is involved in making and making sense of it?

managers always have to balance the merits of teamwork... with the dangers of “groupthink”... Large groups are remarkably good, on average, at estimating such things as the number of beans in a jar or the weight of a prize calf. But that accuracy relies on the guesses being independent.... Modern communication methods mean that collaboration is mo…

In his new book, Originals: How Non-Conformists Move the World, Adam investigates who comes up with great ideas, how, and what we can do to have more of them.... They often procrastinate, and that's how they incubate ideas.... Their parents focus more on values than rules... One of the risks is, you know, you have everybody marching in a different…

Celebrating a small milestone for the K4P project on Medium.

Newport defines Deep Work as “Professional activities performed in a state of distraction-free concentration that push your cognitive capabilities to their limit. These efforts create new value, improve your skill, and are hard to replicate.”... in an average office setting such a state of prolonged “distraction-free concentration” is all but impo…

Technology has altered the foundations of news and media, and as trust in media continues to decline, artificial intelligence, machine learning, and algorithms have come to play a critical role not only as threats to the integrity and quality of media, but also as a source of potential solutions. The core threats to information quality associated …

We look back at our breathless optimism and turn to each other, slightly baffled: “is that it? THAT was the chatbot revolution we were promised?”... chatbots didn’t just take on one difficult problem and fail: they took on several and failed all of them... A great bot can be about as useful as an average app. When it comes to rich, sophisticated,…

The EU’s measures are still designed to target the disinformation of yesterday rather than that of tomorrow... should focus on the coming wave of disruptive technologies... four emerging threats in particular: the democratization of artificial intelligence, the evolution of social networks, the rise of decentralized applications, and the “back en…

One of the most important things when working together is to be clear on who is helping who with what and why... I’m trying to make working together effortless by showing how easy it is to map what’s actually going on when people collaborate. You can normally draw it out on a page. It normally doesn’t take longer than an hour or two.... I call the…

the Knowledge Pyramid... DIKW pyramid, it features data as the basis and shows how information is built on it, then knowledge, and finally wisdom.... implies that the higher you go the better things get... What’s not to like? Well, just about everything.

Jane.ai, an artificially intelligent platform that indexes data from cloud storage providers, teams, and more... allows employees to search through its corpus using conversational language...an intuitive, intelligent AI-powered Teammate who gives employees instant access to the information they need to do their jobs well.

One key change that the GDPR will bring is the obligation to integrate privacy into systems and operations when processing personal data,.. The concept of ‘Privacy by Design’ ... embedding privacy into the design of information technology, networked infrastructure, and business practices... this article introduces the concept and explain it by giv…

the actual value of a business largely rests on defensibility... we’ve developed a Network Effects Map to help founders ... build an informed defensibility strategy. ... helping founders dissect the often-hidden yet highly intentional forces behind technology’s most successful companies... a vocabulary for discussing complex and interrelated co…

We’ve spent 18 months training an AI editor... shadow the curation performed by professional journalists on a gigantic range of topics... it now works independently.... your own personal journalist on hand at all times, ready to explain what’s going on in the world... real-time updates on important headlines, explained in the most succinct way po…

Everipedia ... seeks to become a better version of [wikipedia] ... moving to a blockchain.... a points system where creating articles and approved edits amasses “IQ.” ... a token-based currency, giving all existing editors ... a real, financial stake in Everipedia... turns Everipedia into a peer-to-peer resource... effectively uncensorable.

The same amazing tech that enables people to forge deeper relationships, foster closer communities and give everyone a voice can also breed isolation, embolden racists, and empower digital bullies and nefarious actors.... used with great accuracy and potency “to assault... truth and trust... our personal foundations — our privacy and sense of ide…

With 700 or 800 million Chinese internet users and fewer data protection rules, China is as rich in data as the Gulf States are in oil... Chinese commentators have embraced the idea of a coming singularity... AI development will be conducted by AI itself, creating exponential feedback ... the human mind will be unable to keep pace with robotized w…

Managing a Medium Publication to share our the journey as we build Knowledge4Policy: "share our experiences … as transparently as possible, and invite ideas and perspectives from experts in evidence-based policymaking around the world"

The metric our intuition tells us we should maximize is known in statistics as recall... number of true positives divided by the number of true positives plus the number of false negatives. ... true positives are correctly identified terrorists, and false negatives ... labels as not terrorists that actually were terrorists... a model’s ability to …

... they have recently embarked on a journey to become “Agile.”... neither explicit support nor discouragement from senior executives... they are failing for the same list of reasons as every other team I have met with in the last 5 years. Here are those reasons:... 1. There is no clear vision for the product....The “idea” has been handed down …

algorithmic accountability bill... a task force that will monitor the fairness and validity of algorithms used by municipal agencies... include groups and individuals that are affected by algorithms, technology ethicists, city department heads using AI, technology companies as well as legal experts... law enforcement and ... technology companies…

a similar kind of rumor kept showing up... after each of the man-made crisis events — a conspiracy theory or 'alternative narrative' ... claimed it either didn't happen or that it was perpetrated by someone other than the current suspects... the role that botnets play in disseminating alternative narratives ... What's different about the Parkland …

The record is incorruptible... this sort of recordkeeping is valuable for journalism: it allows us to maintain archives that can’t be censored or altered after the fact... an ad-free publishing economy on Civil’s Ethereum-based platform... Popula is accountable to its readers alone, and is impervious to the interests and agendas of advertisers or…

Po.et is a shared, open-source universal ledger designed to track ownership, attribution and the marketplace flow of the world’s creative assets through a never-before-imagined chain of value... a better model for the media ecosystem... where creators are paid for what they can do instead of what is required of them by an old and broken paradigm..…

the solution to both crises facing journalism may come from the same technological root: blockchain... An ecosystem of micropayments... as the holy grail for online journalism... Blockchain technology can create both chains of authenticity and a level of security... Sludge is one of the “first fleet” of around 20 newsrooms ... on a new blockchai…

“We are so screwed it's beyond what most of us can imagine... And depending how far you look into the future it just gets worse.”... a slew of slick, easy-to-use, and eventually seamless technological tools for manipulating perception and falsifying reality... They’re running war game–style disaster scenarios based on technologies that have begun …

STEEM’s Smart Media Tokens allow any website powered by curation (Likes, Up-votes, add-to-favourites, etc.) to reward users for creating and curating content.

Blockchain ... creating alternatives to the current corporation owned second layer of the internet... to make quality content truly democratic... Medium ... made itself decentralized... a blockchain with a dedicated token underlying all of the content ... reward content creators... governed only by the rules... But this token would also create an…

it’s leaps-and-bounds more useful to prototype your UX with a user’s real content than it is to test with real ML models... By re-orienting the conventional AI paradigm from finding ways to make the machine smarter, to exploring ways to augment human capability, we can unlock far greater potential in machine learning... we have a tremendous opp…

a test case where AI assisted high school students in their transition to college, helping them to navigate the many twists and turns along the way... students ... who received Pounce outreach completed their required pre-matriculation tasks and enrolled on-time at significantly higher rates ... Pounce reduced GSU’s summer melt by 21%... the wor…