GPT-3... AI that can produce shockingly human-sounding (if at times surreal) sentences... imagine a future in which the vast majority of the written content ... is produced by machines... adjust, and adapt, to a new level of unreality ...video may turn out to be the easiest to detect ... Politicians will now be able to dismiss real, scandalous vid…
The Syllabus collects the best articles, podcasts and videos about the political, economic and social consequences of the coronavirus pandemic on a daily basis...world’s foremost technology critic... scans 100 pages per minute, 12 books in an hour, 100 in one day... can determine the relevance of every book in the world... all information and know…
for manipulating public opinion... automation and artificial intelligence “can quickly generate traffic and publicity much faster than people.”...If disinformation in 2016 was characterized by Macedonian spammers... Russian trolls... 2020 is shaping up to be the year communications pros for hire provide sophisticated online propaganda operations .…
AI doesn't inherently understand its own competency. If a human worker needs help, they can ask for it — but how do you build an understanding of personal limitations into code? ... forecast when it's going to reach a situation where it has no experience... it gently taps the human on the shoulder... to take control... while we can delegate decisi…
Most criticisms lodged against the content creators that chose to work with the platforms are made with the benefit of hindsight... the decision many publishers made to close down their comment sections should be considered one of the industry’s worst blunders.... editors looked down into their article comments sections and did not like what they …
a unique productivity philosophy called deep work. He carefully blocked out his day, and created space for long, uninterrupted hours to write ... tactics like travelling on foot to give himself more time in isolation and actively sought out isolated spaces to work... his latest book, Digital Minimalism... there's an implicit reward for the sha…
The challenge of creating humanlike intelligence in machines remains greatly underestimated. Today’s A.I. systems sorely lack the essence of human intelligence: understanding the situations we experience, being able to grasp their meaning... research studies have shown that deep-learning systems can be unreliable in decidedly unhumanlike ways... …
reddit community called Change My View ... a ready-made natural experiment ... feed it into programs ... to understand the back-and-forth between human beings ... discovered two things: what kind of arguments are most likely to change people’s minds, and what kinds of minds are most likely to be changed. https://www.reddit.com/r/changemyview/ : po…
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 …
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…
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 …
“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 …
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…
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…
“death by PowerPoint,”... sucks the life and energy out of ... meetings... spreadsheets rife with errors and macro miscalculations. Email and chat facilitate ... inbox overload ... So what makes artificial intelligence/machine learning (AI/ML) champions confident that their technologies will be immune to comparably counterproductive outcomes? ... …
Over the coming years, we’ll see the BBC develop and roll-out more and more machine learning algorithms for storing, retrieving, tagging and possibly even creating content.... What if we lock our audiences in to what they just want to hear, never challenging them? ... Should the algorithms we use be open to public scrutiny?... inform our own thin…
Artificial intelligence has been hailed as the last invention human beings will ever create. Universal basic income... is now being discussed openly .... Design thinking has entered mainstream business lexicon ... These three unique concepts will have a powerful impact on work in the coming decades... If some people do not have to work to surviv…
a four-factor definition of what I consider to be a vertical AI startup:... full-stack fully-integrated solution to the end customer problem from the interface ... down the stack to the functionality, models, and data;... deep subject matter expertise... trust, respect, and relationships within the industry.... combine the subject matter and tec…
startups today need to build systems of intelligence™ — AI powered applications — “the new moats.”... SaaS and cloud services can have strong economies of scale; ... your product or service has “network effects” if each additional user ... accrues more value to every other user;... Proprietary software or methods is where most technology compan…
Building on our Primer on Artificial Intelligence, this microsite is intended to help newcomers (both non-technical and technical) begin exploring what's possible with AI... a resource for anyone asking those questions, complete with examples and sample code
A.I. Writer ... wrote an article. The only instructions it received were to write a story with the headline “Sugar controversy history”. It received no other input ... AlphaZero, the A.I. from DeepMind, learned to be the best at chess than any human in less than four hours.
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…
consider the three main ways that businesses can or will use AI:• Assisted intelligence, now widely available, improves what people and organizations are already doing.• Augmented intelligence, emerging today, enables organizations and people to do things they couldn’t otherwise do.• Autonomous intelligence, being developed for the future, creates…
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…
every Chinese ... ”Citizen Score” will determine under what conditions they may get loans, jobs, or travel visa to other countries. ... individual monitoring would include people’s Internet surfing and the behavior of their social contacts... algorithms know pretty well what we do, what we think and how we feel—possibly even better than our friend…
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.
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.’”…
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…
Artificial intelligence is the future of Google Search, and if it’s the future of Google Search, it’s the future of so much more... with its head of AI taking over search, the company seems to believe this is the way forward.
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