“Devastating” Manufacturing Plant Fire Threatens Worldwide Vinyl Record Supply" (Pitchfork).
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Branding used to be a shorthand way to convey reputation to potential buyers who prized claims of performance (“gets whites whiter”) and expert opinion (“four out of five dentists recommend this chewing gum”) over all else. But since the 1960s, consumers have become tougher to persuade with rational sales pitches.
It’s a common annoyance for some Netflix users. While you’re scrolling through the vast library of movies and television shows, if the cursor hovers for a nanosecond too long, the beast that is Netflix autoplay is unleashed. (...)
“We believe that golf will best thrive over the next decades and beyond if this continuing cycle of ever-increasing hitting distances and golf course lengths is brought to an end,” the report’s 16-page “Conclusions” document reads. “Longer distances, longer courses, playing from longer tees and longer times to play are taking golf in the wrong direction and are not necessary to make golf challenging, enjoyable or sustainable in the future. In reaching this conclusion, our focus is forward-looking with a goal of building on the strengths of the game today while taking steps to alter the direction and impacts of hitting distances in the best interests of its long-term future.”
Forced gratitude can feel like a modern plague, but most people still bristle when a celebrity suggests that perhaps she is also a victim. “Miss Americana,” a new documentary about the pop singer Taylor Swift, premièred on Netflix last Friday. The film was directed by Lana Wilson, and takes its title from “Miss Americana & the Heartbreak Prince,” a track on “Lover,” Swift’s most recent album. (“No cameras catch my pageant smile / I counted days, I counted miles,” she sings, presumably describing the time she spent settling down with her boyfriend, the English actor Joe Alwyn, and attempting to avoid public scrutiny.) The film covers Swift’s entire life and career, but it lingers on recent events, including a political awakening, which was apparently hastened by an incident in 2013, in which she was sexually assaulted at a meet and greet by a radio d.j. named David Mueller. (He later sued her, for defamation, and lost.)
The rhetoric we use to describe ourselves is so disconnected from reality that it has induced collective schizophrenia. America, as it is discussed in public forums by politicians, academics and the media, is a fantasy, a Disneyfied world of make-believe. The worse it gets, the more we retreat into illusions. (...)
Inspired by Tom Hanks’ movie, I returned to look for Arnie among Fred’s archives at the center last fall and spent the day with their mutual friend, the Benedictine Archabbot Douglas Nowicki, who oversees the college. Nowicki used to consult on Rogers’ television show and was there in the New York City subway when a group of teenagers noticed Fred and spontaneously broke out singing his theme song, “Mister Rogers’ Neighborhood,” one of the real-life scenes depicted in the film.
The MSNBC show always struck me as an uncomfortably privileged exercise. Basically his first turn in journalism in his mid-20s and it’s his own show on a top cable news network. It seemed predictable and not entirely undeserved when it flopped. But that clearly wasn’t the whole story. Farrow seems to be that rare person who gets a lot handed to him and yet manages to live up to the billing and more. Investigative journalism, which usually turns on some mix of smarts, obsessiveness and charisma, was what he was meant for.
By that point, the Super Bowl halftime show was in dire need of the Purple One’s energy. Over the course of 40 years, the event had gone from a marching band showcase to an Up With People residency, to a Disnified pageant with occasional drop-ins by pop stars like Michael Jackson, to an MTV-produced, superficially edgy spectacle that bottomed out in 2004 when Justin Timberlake infamously exposed Janet Jackson’s breast to a worldwide audience of 144.4 million. A course correction followed, as the NFL turned to baby boomer–friendly acts Paul McCartney and the Rolling Stones. And while they may have been rock legends with countercultural roots, by the aughts they’d become safe entertainment.
I’m only half-joking: in addition to its contents, Human Compatible is important as an artifact, a crystallized proof that top scientists now think AI safety is worth writing books about. Nick Bostrom’s Superintelligence: Paths, Dangers, Strategies previously filled this role. But Superintelligence was in 2014, and by a philosophy professor. From the artifactual point of view, HC is just better – more recent, and by a more domain-relevant expert. But if you also open up the books to see what’s inside, the two defy easy comparison.The problem comes from confusing two distinct things: reward signals and actual rewards. In the standard approach to reinforcement learning, these are one and the same. That seems to be a mistake. Instead, they should be treated separately…reward signals provide information about the accumulation of actual reward, which is the thing to be maximized.So suppose I wanted an AI to make paperclips for me, and I tell it “Make paperclips!” The AI already has some basic contextual knowledge about the world that it can use to figure out what I mean, and my utterance “Make paperclips!” further narrows down its guess about what I want. If it’s not sure – if most of its probability mass is on “convert this metal rod here to paperclips” but a little bit is on “take over the entire world and convert it to paperclips”, it will ask me rather than proceed, worried that if it makes the wrong choice it will actually be moving further away from its goal (satisfying my mysterious mind-state) rather than towards it.
Encoded in the large, highly evolved sensory and motor portions of the human brain is a billion years of experience about the nature of the world and how to survive in it. The deliberate process we call reasoning is, I believe, the thinnest veneer of human thought, effective only because it is supported by this much older and much more powerful, though usually unconscious, sensorimotor knowledge. We are all prodigious olympians in perceptual and motor areas, so good that we make the difficult look easy. Abstract thought, though, is a new trick, perhaps less than 100 thousand years old. We have not yet mastered it. It is not all that intrinsically difficult; it just seems so when we do it.A compact way to express this argument would be: