Overview: Content Strategy

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…

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 …

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…

This edition focuses on getting the most out of podcasts and so includes a new tweak to my personal content strategy.

I was particularly ashamed of the way that the AAA ratings, which were in some sense a mathematical promise of safety, had been actually just lies, mathematical lies... like a weaponized mathematics ... actually people don’t want to know what their actual risk ... mathematics ... was being used ... so that people could go on doing essentially corr…

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…

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.

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…

... fears about how changing technology is affecting the quality of information and the state of our democracy. ... heated debate about the role and size of tech platforms and the extent to which their activities should be regulated. Artificial Intelligence (AI) takes over from mobile as the hottest topic in technology...Expect widespread innovati…

Facebook’s application for Patent 0350675: “systems and methods to identify objectionable content.” ... filed in June 2015, describes a sophisticated system for identifying inappropriate text and images and removing them from the network... improve the detection of pornography, hate speech, and bullying... much easier to identify than false news s…

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…

If you think this election is insane, wait until 2020... technologies like AI, machine learning, sensors and networks will accelerate. Political campaigns get ... so personalized that they are scary in their accuracy and timeliness. The single most important factor influencing your voting decision is your social network… so you can bet that politi…

summary of Kevin Kelly’s Seminar “The Next 30 Digital Years”, ... part of The Long Now Foundation’s Seminars About Long-term Thinking. a dozen “inevitable” trends will drive the next 30 years of digital progress...

bandwagons are bad for your health, as illustrated by the impending death of content marketing and the gathering backlash against Slack (Slacklash? BackSlacksh?) and (already!?) chatbots.

One cognitive scientist thinks the leading approach to machine learning can be improved by ideas gleaned from studying children.... With its radical approach to machine learning, Geometric Intelligence aims to create algorithms for use in an AI that can learn in new and better ways... deep learning... systems need to be fed many thousands of ex…

true artificial intelligence, if it is realized, might pose a danger that exceeds every previous threat from technology—even nuclear weapons—and that if its development is not managed carefully humanity risks engineering its own extinction... Bostrom is arguably the leading transhumanist philosopher today... bringing order to ideas that might o…

“Horses aren’t unemployed now because they got lazy as a species, they’re unemployable. There’s little work a horse can do that do that pays for its housing and hay.” Are you next? Probably. - Humans need not apply

"... envisions a Yahoo that’s as ubiquitous as computers seem destined to be. Phones, watches, public terminals, brain implants — Yahoo wants to be able to deliver content to all of them... Yahoo Labs’ biggest focus appears to be on machine learning... a dedicated machine learning group based in New York; ... “hardcore science and some theory,…