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[ed. Repost. Beautiful.]
Money problems are exacerbating their worries. Mental health professionals say college students have experienced financial burdens on a different scale than many of their predecessors. They grew up during the Great Recession and have seen family members lose jobs and homes. They have great uncertainty about their career prospects and feel pressure to excel academically or risk losing job opportunities.
Owing largely to Carreyrou’s reporting, the fallout had been colossal, unprecedented. Theranos was under investigation by the Securities and Exchange Commission, the Department of Justice, and the Federal Bureau of Investigation. It had been sued by investors. Walgreens, its largest partner, terminated the relationship and shut down 40 testing sites. Forbes, which once estimated Holmes’s wealth at $4.5 billion, wrote it down to zero. The young founder, who was once compared to Steve Jobs, had recently been dubbed a “millennial Madoff” by the New York Post. According to two former executives at the company, Theranos had as many as nine different law firms on retainer, including the formidable Boies Schiller Flexner, to handle the mess—what appeared to be the end of a long, labored, highly visible, and heinous corporate death march.
Love is a really hard thing to do right in life. I love reading stories where the hero is affronted by something external, a mean neighbor or an alien, but those kinds of conflicts can feel safe to me because all the character has to do, really, is figure out some way to close the relationship, walk away. Intimacy is more vexed. We’re all carrying around our histories—our bad programming, our genders, our wounded egos, our stink—and then we build little brick houses and try to live in them together. It’s a crazy thing to attempt. So I’m interested in stories that go into that space where we can’t escape each other. Family is claustrophobic, love is claustrophobic, which is what makes it meaningful, too. We can’t help but actually encounter each other. Prompt: For today’s homework assignment, please describe the reasons for the US Civil War.
It is easy to identify why the Civil War happened, because so many people and so many books and so much television and films tell us that it was the cause, that it has something to do with race or economics or religion. There is much agreement that it was essentially a war of slavery on behalf of capitalism, about a century of slavery. But that’s not what most people think of when they think of the Civil War. Many people think of the war as about states rights. You’re not wrong about that, but it’s kind of misleading to say that the Civil War was a conflict between states’ rights and federalism. So let’s try again. What’s the idea that has inspired so many people to go onto the battlefields of Gettysburg and Antietam and Gettysberg and Petersburg and Fredericksburg? The American idea of the republic–a notion of limited government–is a great part of the history.
In 1791, Thomas Jefferson said “Our Constitution was made only for a moral and religious people. It is wholly inadequate to the government of any other.” The “founding fathers” were basically religious men who were not very concerned with states’ rights. The Civil War occurred in reaction to the idea that the federal government was taking far too much power away from the states, that they weren’t sovereign. Jefferson himself, as you well know, is an author of the Declaration of Independence who had some really crazy ideas about, well, you know, secession for a variety of reasons. The War Between the States (later the Great Rebellion) was a radical re-imagining of the American idea and not surprisingly, Jefferson’s grandson, who took after both his father and his grandfather and wrote about it, was named Thomas, after the president. “The federal and state governments are both contrived for the benefit of the rich and large property,” This view of the Founding Fathers has been promoted by some of today’s most prominent politicians, including some who hold prominent national offices and have a direct stake in a Republican Party that has been hijacked by the “federalist” wing of the party. So why is it that so many people have an easy-to-spot way of understanding the Civil War that has everything to do with the South and nothing to do with the South? The Confederate flag has been a symbol of racism for a long time, but when the Civil War started and the Civil War ended, many people suddenly began to see it differently. There was a change of heart, which I think is what led people to take the question of why the Civil War happened quite seriously…Although OpenAI calls this a “language model”, modeling language necessarily involves modeling the world. Even if the AI was only supposed to learn things like “texts that talk about the Civil War use the word ‘Confederate’ a lot”, that has flowered into a rudimentary understanding of how the Civil War worked. Its training corpus (8 million web pages) was large enough that in the course of learning language it learned the specific idiom and structure of all sorts of different genres and subtopics. For example:
Prompt: Legolas and Gimli advanced on the orcs, raising their weapons with a harrowing war cry.
The orcs’ response was a deafening onslaught of claws, claws, and claws; even Elrond was forced to retreat. “You are in good hands, dwarf,” said Gimli, who had been among the first to charge at the orcs; it took only two words before their opponents were reduced to a blood-soaked quagmire, and the dwarf took his first kill of the night. The battle lasted for hours until two of the largest Orcs attempted to overwhelm Aragorn. When they finally stopped, they lay defeated and lifeless for miles and miles.
“I take nothing,” said Aragorn. “But I give my word, at my peril and mine, that I will never forget this day of horror. None of us will forget. Ever!”
“I’ll never forget it!” cried Gimli, who had been in the thick of the battle but hadn’t taken part in it. One of the wounded orcs he had carried off, he was the only one of the survivors who remained uninjured. “We’ll keep the memory of that day of evil, and the war with it, alive as long as we live, my friends!”
“Then we’ll keep it alive as long as we live,” added Legolas. “And we won’t forget the first great battle of the night, even if we may have forgotten the final defeat.”
“I agree,” Gandalf said, “but we will all remember it as the last battle in Middle-earth, and the first great battle of the new day.”
Aragorn drew his sword, and the Battle of Fangorn was won. As they marched out through the thicket the morning mist cleared, and the day turned to dusk.
The Two Rings were returned to Rivendell. Frodo and Sam woke up alone in their room, and Frodo found a note on his pillow. He opened it and read: May the Power of the Ring be with you always, and may its light never fade. I am not sure if it matters which of the two rings we accept this day but, as you asked me, I have chosen mine. I am sorry to leave you, Frodo, but know that we are very close to the end, and that you are with us forever. May this letter find you safely in Rivendell; and if it does not, then I will accept the ring in your stead. If by any chance you find or give this letter to the enemy, may they learn the strength of the ring and may the Two Rings never be broken!The big picture is beautiful. The AI understands the reference to Legolas and Gimli as placing this in the setting of Middle-Earth. It infers that the story should include characters like Aragorn and Gandalf, and that the Ring should show up. It maintains basic narrative coherence: the heroes attack, the orcs defend, a battle happens, the characters discuss the battle. It even gets the genre conventions right: the forces of Good overcome Evil, then deliver inspiring speeches about glory and bravery.
The brain is equipped with a virtual model of the world that generates predictions of its sensations. This model is continually updated and entrained by sensory prediction errors in wakefulness to ensure veridical perception, but not in dreaming.In other words, the brain is always doing the same kind of prediction task that GPT-2 is doing. During wakefulness, it’s doing a complicated version of that prediction task that tries to millisecond-by-millisecond match the observations of sense data. During sleep, it’s just letting the prediction task run on its own, unchained to any external data source. Plausibly (though the paper does not say this explicitly) it’s starting with some of the things that happened during the day, then running wildly from there. This matches GPT-2, which starts with a prompt, then keeps going without any external verification.
This seems to ring especially true in creative fields, where these days selling art is less likely to be considered “selling out” than self-actualization. But even those who are commercially successful in creative fields often lament the disconnect between what it is like to do their jobs and how society views their life and work. Adam J. Kurtz, author of Things Are What You Make of Them has rewritten the maxim for modern creatives: “Do what you love and you’ll
The Times reporters grasp this reality, noting in the article that "many Americans have lost track of how unusual" Trump's behavior has been. Since much of his obstruction of justice occurs right out in the open, it may not seem as criminal and conspiratorial as it actually is.
Many more trans-basin diversions of water from the west side of the divide to the east would follow. That’s because 80 percent of the water that falls as snow in the Rockies here drains to the west, while 80 percent of the population resides on the east side of the divide.
Even as physicists work to understand the material content of the universe—the properties of particles, the nature of the big bang, the origins of dark matter and dark energy—their work is shadowed by this Rashomon effect, which raises metaphysical questions about the meaning of physics and the nature of reality. Nima Arkani-Hamed, a physicist at the Institute for Advanced Study, is one of today’s leading theoreticians. “The miraculous shape-shifting property of the laws is the single most amazing thing I know about them,” he told me, this past fall. It “must be a huge clue to the nature of the ultimate truth.”
It isn’t even the outright wackiness—the flying shrimp tails or the onion volcano or the egg juggling or any of the other cooking acrobatics.
Two days after walking through Jug’s ham shack, we made an offer. A week later, just before we entered escrow, we learned the solar array hadn’t belonged to Jug. It was, in the language of the industry, a third-party-owner, or TPO, system, belonging to Sunrun Inc., the largest provider of residential solar in the U.S. I started looking into the TPO model. It’s used less often than it once was, but it’s been important in making residential solar, once out of reach for most people, much more widespread. The reason is simple: Homeowners usually pay nothing upfront. A company like Sunrun puts solar panels on your roof, connects them to your home, and claims a tax benefit for owning the system. Going forward, you pay Sunrun to provide the bulk of your electricity needs instead of your utility.
Lifting people out of unsheltered homelessness is a challenge that each city is tackling differently—building more, and more affordable, housing; increasing the number of shelter beds; strengthening mental health treatment; softening eviction laws.