Overview: Innovation Strategy

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’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…

“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 …

If using a beautiful content management system doesn’t miraculously solve a media company’s cash flow problems, what will? If short videos, or elaborate commenting systems, or mobile storytelling, or interactive graphics, or Snapchat Stories, or Instagram hashtags, or Instant Articles, or Google AMP, or programmatic advertising, or native advertis…

We made a fake news detector with above a 95% accuracy (on a validation set) that uses machine learning and Natural Language Processing that you can download here. In the real world, the accuracy might be lower... we decided to just try and scrape domains that were known fake, real, satire, etc. and see if we could build a data set quickly... Th…

The News Quality Scoring (NQS) will combine quality journalism content with new machine learning algorithms... as batch of stories enter the platform, they are scored on a 1-5 scale ... quality ... automatically and in real time.... Quantifiable Signals ... look at structure and patterns of the HTML page, advertising density, use of visual eleme…

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.

Facebook today cannot exist without AI. Every time you use Facebook or Instagram or Messenger... your experiences are being powered by AI... Eventually, this “classifying” step—known as supervised learning—may become automated, as the company pursues an ML holy grail known as “unsupervised learning,” ... Facebook sees the visual cortex merging wit…

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…

still ... publishing "dutiful, incremental pieces," ... designed to fill a daily print edition... dominated by long strings of text... a series of goals for areas including visual journalism, reader engagement, newsroom training and diversity... new content management system... build stories with visual elements and examine what the final produ…

today’s news outlets are all in a no-win situation where they are forced to contribute to the causes of their own demise to survive... well-meaning people try to “fix” the news. But instead, those methods erode trust in all news outlets... You can draw a straight line from the bad incentive structure forced upon news outlets to the unprecedented d…

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…

a lot of people don’t know fake news when they see it, sensationalized reports are more likely to go viral on social media than sane ones, and distrust of traditional (and genuinely more reliable) media sources is rising. Professor Nicole A. Cooke ... focusing on human information behavior, information literacy, and diversity in librarianship.... …

What are Europe's most innovative news applications and initiatives?

we built an Interactive News team from scratch... a tight-knit group of editors and newsroom developers ... creates tools and processes ... to disrupt a print-first workflow. Here’s a look at how we got there and what we learned along the way.... A newsroom developer is only a Slack message away...we have three content editors embedded in diffe…

With a very nice longform, multimedia html5 presentation to boot. "In this bustling environment, there is less news and more noise. ..." More news but even more noise, rather.

"A newsroom typically contains reporters, editors, data journalists, developers, designers … But traditionally they work in separate departments, unable to seamlessly collaborate together. That’s why silos don’t work. Instead, there should be a horizontal of these newsroom archetypes to truly integrate the journalism with the tech." - J-teams, le…

As I mentioned in my previous post, the past couple of years have seen a lot of innovation in online content strategy, coupled with growing disenchantment with "Big Internet".

Surprise surprise... "Circa is developing two types of ads: magazine-style full-screen banners, like Flipboard, and sponsored posts... which look and feel like editorial, created by a separate staff.... One future revenue possibility would be licensing access to Circa's article data to other publishers," - News App Circa Looks to Na…