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Hamilton song written by AI features odd reference to Hillary Clinton – CNET

Michael Gribble, a film music student, dons an appropriate wig to perform Hamilton lyrics written by AI. Gribble put the words to music.

Hardcore fans of the musical Hamilton can't get enough of the catchy soundtrack (I speak from experience). So they may be happy to know there's a new Hamilton earworm in the world. Lin-Manuel Miranda, the musical's creator, had nothing to do with this one, though. The lyrics were written entirely by AI.

To come up with the song's lyrics, Eli Weiss, a film production student at California's Chapman University, used Shortly Read, an AI application designed for writing that incorporates GPT-3, the powerful third-generation machine learning language model used by OpenAI, a nonprofit artificial intelligence research group backed by Elon Musk.

GPT-3 has been supplied with 45TB of text data, presumably including the full lyrics to Hamilton, and can generate a range of written content with simple inputs.

Weiss and team entered this one sentence: "Here are the lyrics to a new song from the hit musical Hamilton: An American Musical." The program then created lyrics to a tune with four verses, a chorus and a bridge that correctly identifies characters in the story and their relationships to each other.

"It messes up a few times, like when Hillary Clinton makes a brief appearance," says Weiss, a huge Hamilton fan, "but overall it's incredibly convincing."

Indeed, most of the lyrics, both in words and cadence, feel like they'd fit right in to the musical, which tells the story of American Founding Father Alexander Hamilton, largely through hip-hop. "I wrote my way out of hell, I wrote 6 feet past the grave. I wrote a song about you, the only thing that kept me safe," the AI lyrics go.

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GPT-3 produces word sequences that are often amazingly human-like, but can also contain some amusing surprises.

In the case of the new Hamilton song, Hamilton's devoted wife gives him a most unwelcome gift: "I met a certain young lady called Eliza and I'm 90% sure she gave me syphilis. But I hope I gave it back to you."

Then there's the reference to Hillary Clinton as "my new Eliza." The machine learning tool likely linked the former secretary of state to Hamilton lyrics referencing that government post. How Clinton becomes Hamilton's new love is anyone's AI guess.

Weiss' friend Michael Gribble, a film music student, put the AI-written song to music and performs it in the video above. This isn't the first time AI has written a new Hamilton song, however. A few years ago, creative Max Deutsch trained a neural network on the musical's lyrics and asked it to come up with a new tune.

AI is becoming an increasingly visible player in the creative space, doing everything from generating Katy Perry and Elvis songs to painting nude portraits and crafting poetry in the style of the classics. Sometimes the results genuinely connect to the human experience. Other times, they're downright creepy.

Weiss and his creative partner Jacob Vaus are among those fascinated by AI's creative potential and have tapped it to write scripts and compose other songs.

"Right now, most of that work still has this comedic charm to it, but I think somewhere in the middle of that spectrum is what we will start to see a lot of in the years to come," Weiss says. "AI being used here and there in the creative process to fill in gaps and make adjustments."

History has its eyes on you, AI.

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Hamilton song written by AI features odd reference to Hillary Clinton - CNET

Imagine if Hillary Clinton had acted like President Trump after she lost the 2016 election | PennLive letters – pennlive.com

I wonder what the response from Donald Trump and his supporters would have been if following the 2016 general election, defeated opponent Hillary Clinton had engaged in a constant drumbeat of condemning the election process, telling the American people that she had won.

What if she had repeatedly gone to state and federal court to try to have millions of legally cast votes in areas of the country that favored Trump thrown out and if she had blasted Democratic officials who failed to nullify the election as hapless and enemies of the people?

What if her comments had caused the duly elected president and his family to be the recipients of death threats and if when challenged for her incendiary rhetoric, she doubled down on it, continuing to tell her followers that the contest was rigged?

The president and the shameless cowards within his party who stand by him are attempting to shred our democracy, to force minority rule on our country, and even worse, their actions are causing honorable elected and appointed officials who do not toe the Trump line to fear for their lives.

In the short term, they are menaces to our country, its people, and our democracy. In the years to come, they will land on the scrapheap of history.

Oren Spiegler, Peters Township Pa.

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Imagine if Hillary Clinton had acted like President Trump after she lost the 2016 election | PennLive letters - pennlive.com

VERIFY: Did Donald Trump win the title of 2020s most admired man? – KIIITV.com

Last year, Obama and Trump tied in the Gallup poll.

WASHINGTON, D.C., USA This week, 13News has been getting questions about President Trump and whether a national poll found him to be the most admired man in the country.

The questions are related to reports of the president winning an annual poll conducted by the analytics company Gallup.

Every year, Gallup asks Americans which man and woman in the world (not just in the U.S.) they admire most.

This year, Donald Trump won the survey with 18% of Americans citing him as the most admired man.

Barack Obama came in second with 15%, ending a record 12-year run by Obama as the nations most admired man in the Gallup poll. Last year, Obama and Trump tied.

President-elect Joe Biden (6%) and Dr. Anthony Fauci (3%) finished in third and fourth place in the 2020 poll, followed by Pope Francis, businessman Elon Musk, Vermont Sen. Bernie Sanders, Microsoft co-founder and philanthropist Bill Gates, basketball player LeBron James and the Dalai Lama, the Tibetan Buddhist spiritual leader, according to Gallup.

Critics of the president wonder how he won the most admired man poll during a year when Trumps national approval ratings have been historically low, while his supporters point out he just earned more than 75 million votes in the 2020 presidential election, shattering the old record for an incumbent president.

In explaining the 2020 results, a Gallup statement said: Even though Trump is unpopular now 39% approve of his performance his dominant performance among Republicans, contrasted with Democrats splitting their choices among multiple public figures, pushes him to the top of the 2020 most admired man list.

So while both the popular vote count and Electoral College vote count show Trump lost the 2020 presidential election by large margins, Gallup confirms he did win the companys annual most admired man poll by being selected by 18% of Americans.

As far as the nations most admired woman, former First Lady Michelle Obama won that title for the third year in a row with 10% of the vote. Vice President-elect Kamala Harris (6%) finished second with First Lady Melania Trump placing third (4%).

The rest of the top 10 most admired women list includes television personality Oprah Winfrey, German Chancellor Angela Merkel, former Secretary of State and former First Lady Hillary Clinton, New York Rep. Alexandria Ocasio-Cortez, Queen Elizabeth II, Supreme Court Justice Amy Coney Barrett and climate change activist Greta Thunberg.

If you have a question for the 13News VERIFY Team, email us at VERIFY@wthr.com.

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VERIFY: Did Donald Trump win the title of 2020s most admired man? - KIIITV.com

Trump lowered the bar for presidents. Biden needs to raise it. – MSNBC

I think it's safe to say Donald Trump reached new lows when it comes to the art of presidential scandals. Among the president, his immediate family and the less than savory cohort he's surrounded himself with, the scandals of the last four years have run the gamut from absurd to deadly to absurdly deadly.

Biden will need to raise the bar once he takes office, and he cant be given a pass just for being better than Trump.

The good news is that President-elect Joe Biden could basically walk right over the bar for ethical conduct Trump has set and clear it without missing a step. Unfortunately, though, that's no way to judge a president against the worst of the worst. Biden will need to raise the bar, and he can't be given a pass just for being better than Trump.

This isn't a case of whataboutism. Holding Biden's White House accountable isn't about papering over Trump's misdeeds. In fact, there's little that Biden could do that could erase or justify Trump's commitment to enriching himself, violating the rule of law and otherwise debasing the presidency.

But memory is a funny thing, especially when it comes to presidents. Comparisons are generally made between the current officeholder and the most recently departed.

That's meant that Trump has constantly been compared to Barack "No Drama" Obama. Biden will likewise be held up to Trump's performance.

Trump is something of an anomaly in that his shadow casts backward, as well. That has left Democrats yearning for the Obama years and their relative simplicity in a way that Republicans didn't once George W. Bush left office, even as Bush's approval ratings rose after his term. Biden tapped into this nostalgia throughout his campaign, constantly reminding voters of what the Obama-Biden administration achieved.

Holding Bidens White House accountable isnt about papering over Trumps misdeeds.

And yet, things weren't exactly idyllic back then. The Obama White House committed plenty of its own sins, even if none of them were of the monstrous tenor of Trump's child separation policy. Pursuing the targeted killing program in Pakistan and Yemen, continuing the National Security Agency's domestic spying program, ramping up deportations, investigating and prosecuting reporters all were policies that deserved harsh scrutiny, scandals that warranted outrage or both.

Biden, like Obama, should be held to the previous standards set for presidents, leaving Trump as an outlier. But here's a very, very important caveat: The Republican Party cannot be allowed to be the sole arbiter of what is and is not a scandal in the Biden White House.

Almost all controversies in Washington are exploited politically it's to be expected of all but the most heinous scandals. Both parties' members know that to be called out for "playing politics" is about as stern a set of empty words as exists on Capitol Hill.

What I'm saying, though, is that Republicans have for years exaggerated and embellished Democrats' supposed offenses for political gain. Former Secretary of State Hillary Clinton was a particularly rich target remember Benghazi? Even as evidence mounted suggesting that many of the allegations against the Obama White House in response to the 2012 attack in Libya were conspiracy theories, Republicans still took every opportunity to talk up the "four dead Americans" whom Clinton had supposedly left to die.

The culmination of those efforts, including hours of hearings and a whole House committee organized for the sole purpose of hurting Clinton's presidential campaign, issued a final report that found no wrongdoing by any Obama officials after all.

If allowed, Republicans will go back to their pre-Trump ways, hyping the misdeeds of the Biden administration until they look like they're on the scale of, well, the Trump administration's actual offenses. We're already seeing it gear up, as Biden's nominee to head the Office of Management and Budget is being criticized for her mean tweets about Republicans. I mean ... now you're going to pretend to care about tweets?

That can't be allowed to happen. Not after four years of ignoring or outright acquiescing to Trump's misdeeds. It's in bad faith, and it should be called out as such. That's going to require a firm reminder from the media and voters any time a member of Congress gets on TV trying to "but her emails" Biden.

If we're going to get the presidency back to any sort of stability, Trump's way of doing business has to be left behind. Democrats needs to be ready to criticize the head of their party in a way that Republicans have been too cowardly to do. And Republicans need to be blocked from memory-holing the Trump administration's existence as they launch attacks on Biden.

Hayes Brown is a writer and editor for MSNBC Daily, where he helps frame the news of the day for readers. He was previously at BuzzFeed News and holds a degree in international relations from Michigan State University.

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Trump lowered the bar for presidents. Biden needs to raise it. - MSNBC

Opinion | The Year in Charts – The New York Times

If 2019 was the Year of Trump, then 2020 was the Year of Covid-19 and Trump. Only the most devastating pandemic in a century could have bumped our loudmouthed president into second place. That is, until Joe Biden also took him down a peg, in a free and fair election with an unambiguous result except in the world of Trump. And oh yes, all of this occurred during the biggest recession since the Great Depression.

Not all of this years ugliness can be charted. In particular, the death of George Floyd certainly should be high on the list of what made 2020 so awful, and so should how President Trump abetted the tensions that have divided America. But that still leaves plenty of material for this, my ninth annual year in charts.

As early as January, experts at the World Health Organization told us the virus was coming. That was followed in March by eruptions in Italy, Spain and elsewhere. Yet we did little under the leadership of a president who kept telling us it would go away. Even after the coronavirus nearly brought the New York City area to its knees, the Trump administration responded feebly. Many parts of the country particularly places where Mr. Trump remained popular refused to take simple precautions like wearing masks.

By fall, the greatest country on earth led the developed world in total cases. More than 340,000 Americans have died, more than the number killed in combat in World War II.

While the human toll remains paramount, the economic collapse was also vast. In just two months, more than 22 million jobs vanished, more than in any other postwar recession. While 12 million jobs have been added to payrolls since April, job growth has decelerated steadily since June. Just 245,000 jobs were added in November, and forward-looking indicators, like new claims for unemployment benefits, suggest the next monthly report, on Jan. 8, could show another loss. The climb back to the employment levels of early 2020 may take many years.

Recessions rarely spread their pain evenly, and thats surely been true in 2020. Workers with less education, younger workers and people of color have been hit the hardest.

At the low point this year, 21 percent of Latinos had lost their jobs compared to 16 percent of whites. Similarly, 28 percent of those without high school diplomas became unemployed. And after years of gains, more women than men lost their jobs. This is all because job losses were concentrated in service industries, such as retail stores, restaurants and hotels, which employ a disproportionate number of these Americans. The stock market, meanwhile, notched double-digit returns, and the net worth of the wealthiest American, Jeff Bezos, has risen by $89 billion since March.

Amid all that, record numbers of Americans turned out to elect a new president. While Mr. Trump retained much of his white, working-class base, other parts of the electorate shifted enough to give Joe Biden a larger popular vote margin than Hillary Clinton achieved in 2016, enough to flip the Electoral College decisively. Mr. Biden made particularly big inroads among moderates and independents; he won 54 percent of independents, a swing of 17 percentage points from 2016.

Mr. Biden also made gains among suburban voters and those in small cities and rural areas, although Mr. Trump still won 57 percent of this last group. The president also did surprisingly well among minority groups: compared to the 2016 results, he improved by 6 percentage points among Black voters, 5 percentage points among Latinos and 11 percentage points among Asians. It turns out, as Jay Caspian Kang and others have written, that people of color are not an electoral monolith.

Americas increasing polarization seems to have become an article of faith. Regrettably, the facts support this worrisome shift. When George W. Bush won the presidency in 2000, 56 percent of the votes were cast in counties that were reasonably evenly split between Democrats and Republicans. This year, evenly split counties accounted for only 42 percent of the vote. Meanwhile, the percentage of votes in ultrapartisan counties, in which one party won by more than 60 percentage points, more than doubled, to 7 percent from 3 percent in 2000.

Below the top of the ticket, the news for Democrats was surprising and simply bad. The party managed to add just one seat in the Senate, with two Georgia races to be decided next Tuesday. In the House, Democrats have lost 10 seats so far with two races not yet called, a rare occurrence for a party whose candidate won the presidency. Once again, the polls fell short; many experts believed Democrats would win the Senate and gain seven or so seats in the House. Worse, the results suggest that the Democrats have a messaging problem; Republican claims that their opponents were socialists who wanted to defund the police and abolish private health insurance seem to have resonated.

A year ago, Mr. Trumps government by tweet seemed to have reached maximum velocity. But never underestimate his ability to take craziness to a new level. In 2020, his yearly total reached nearly 12,000, compared to 7,547 in 2019. On one day in June, he set a personal record of 200 tweets and retweets. In early October, he sent 42 tweets in just two hours while being treated for Covid-19. Along the way, the tone deteriorated. After the election, he pushed fringe views of election-rigging that were so devoid of any legitimacy that Twitter began attaching disclaimers to more of his messages.

Tweets were just a part of the craziness of the Trump White House. Huge staff turnover was another. Of Mr. Trumps 15 initial cabinet members, nine, so far, have not survived his term in office. In the White House, 59 of his 65 top aides have left, many of them before the end of Mr. Trumps first year. Thats more than any other recent president. In certain positions, there was serial turnover; Mr. Trump has had six different communications directors and deputy national security advisers.

Amid the chaos, Mr. Trump managed to make a deep impact on the judiciary. As his term neared its end, he had put 234 judges with lifetime appointments onto the federal courts. Thats far more than Barack Obama managed in his first term and more than any other recent president. A full 30 percent of appeals court judges have been appointed by Mr. Trump, the largest first-term share in four decades.

Updated Dec 30, 2020

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And lets not forget his three Supreme Court appointments, the most in one term since Ronald Reagan. Mr. Trump was aided in this effort by the Senate majority leader, Mitch McConnell, who streamlined the consideration process last year to allow more confirmations.

Judges are not Mr. Trumps only legacy. Well before the coronavirus upended the economy, Mr. Trump had put the country on track for a return to trillion-dollar deficits, a terrible policy when unemployment was near record low levels. His administration promised that the 2017 tax cut would pay for itself; it never came close. He enabled huge spending increases. Then came Covid-19.

The resulting stimulus bills were essential to keeping the American economy together, but coming on top of an already huge deficit, the additional spending sent the nations ratio of debt to gross domestic product soaring past 100 percent for the first time since World War II. As with so much else, Mr. Trump is leaving this mess behind for others to fix.

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Opinion | The Year in Charts - The New York Times