Imagining new MyHub.ai features as the pilot Hubs launch
medium.com
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This month sees the first generation of Hubs (other than mine) go live, so it’s time to imagine what comes next: AI integration? Filter-bubble Piercers? HubBots? Factcheck-driven credibility scores?

A Text Renaissance
www.ribbonfarm.com
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The Four Horsemen of this emerging Textopia are... Roam attempts to implement a near-full conception of hypertext as originally conceived by visionaries... looks like a cross between a slightly weird wiki and ... Evernote. It’s not... block-level addressability, transclusion ... and bidirectional linking ... utterly transform the writing experienc…

Artificial Intelligence Hits the Barrier of Meaning
medium.com
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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... …

23/02/2019
I trained fake news detection AI with >95% accuracy, and almost went crazy
towardsdatascience.com
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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…

NQS Project
www.newsqualityscoring.com

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…

Is “Murder by Machine Learning” the New “Death by PowerPoint”?
hbr.org
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“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? ... …

The New Moats
news.greylock.com
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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…

Should we put machines we don’t understand in charge of public policy?
medium.com
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AI is increasingly being used to support public participation in policy. While they offer a lot, they could invisibly skew policy if used carelessly.- 3rd post in preparation for my EWRC 2017 workshop on online communities and public participation in policy 

The Dark Secret at the Heart of AI - MIT Technology Review
www.technologyreview.com
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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…

Slaves Of The Feed
medium.com
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There is no shortage of content aggregators and aggregators of aggregators... give us a better overview of all the sources of information we have subscribed to and found ourselves now depending on... Constantly checking our feeds for new information, we seem to be hoping to discover something of interest, something that we can share with our ne…

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