But, ultimately, this fails to highlight our algorithm’s good work. It works remarkably well but, of course, quality is not those companies’ top objective.Ĭurrently, Deepnews’ primary product is a set of semi-automated newsletters on various topics, chosen by the algorithm and then a human editor who is the equivalent of the Guardian editor chopping up GPT-3’s output to publish a somewhat passable opinion piece. Another is predicting what users want it is already being used to customize your Google search results, your YouTube and Netflix video choices and, of course, your Facebook and Twitter feeds. Writing is one facet of machine learning’s ability.
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The piece did require some manual work, according to Guardian editors, and the end product used nice language but, ultimately, made no real sense - precisely the sort of journalism we at Deepnews want to rout out. GPT-3, a machine learning language generator, was recently able to write a Guardian opinion piece. It’s a tough task and our model will never be bullet-proof - how could an algorithm tell if a journalist made up a quote, for example - but what has astonished me in recent months is that it’s working at all.Ĭomputing is undoubtedly capable of amazing feats, even when it comes to the complexity of human language. That means that not only do the metrics of what makes quality journalism need to be agreed upon, they also need to be put into the precise language of code.
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The trouble is how to find it - and encourage people towards it - at scale.Īt Deepnews, we are building an algorithm to differentiate between high- and low-quality journalism based on nothing but the text of an article. Big and small news outlets are producing some excellent work despite the industry’s deep issues. Readers often end up with unsolicited opinion, ”banalysis” rather than analysis and certainly not first drafts of history.
Unending discussions on the media industry’s revenue declines often fail to address that much of the industry, only in part due to declining revenue, is outputting garbage: shallow and sloppy articles designed to be nothing more than a vehicle for advertising revenue.
My own views on it were shaped by a non-journalistic background in math, physics and programming. As a reporter working all over the world with everyone from Reuters and the New Yorker to the Daily Mail and Vice, I saw vast gaps in how editors and journalists saw quality. But they’d disagree on the importance of good writing, necessary attributions and countless other nuances. Yes, they’d agree on the planks: original and on-the-ground reporting, investigations based on documents rather than anonymous sources and smart analysis based on facts rather than opinion. If you were to put a group of journalists together to discuss what makes for good quality in their field, they’d argue for hours. 10/10 would buy a pair or two again as a gift for anyone that loves good deep bass.Deepnews 2.0 will is underway - stay tuned. Either way I prefer these over my IKKO OH10s, not over the FD5s but definitely love the slam and mid bass hump.
But these things you would not expect to be added at this price for a pair of IEMs already this good.
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I do prefer listening to these when I do not need a huge soundstage the FD5 offers and simply want something slamming for the gym, I really would recommend you if you grab these to get ear tips with a more wide nozzle diameter it really opens the treble up and brings it more finely to the right of the frequency spectrum, The basic stock ear tips don't do these justice, the cable could use a upgrade to, just for it to look aesthetically more pleasing and fitting with the dark color scheme. Very competitive price/value, Soundstage is not very wide but not very narrow aswell, I would say it is similair to Letshuoer S12's soundstage size, less than the OH10's but definitely around S12 level which makes it automatically more expansive than the 7hz Timeless. The tuning on these are well done, very decent detail retrieval for this price bracket. Had to buy purchase these and see what they were about, the design looked intruiging and very well made for only 20 bucks, lets begin with the bass it blows everything out the water, very nice and detailed slam, great depth and extension.
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