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Does "Wuthering Heights" Herald the Revival of the Film Romance?

The New Yorker

Does "Wuthering Heights" Herald the Revival of the Film Romance? Emerald Fennell's new movie may be mediocre, but its popularity demonstrates the strength of a genre that Hollywood has all but abandoned. The important thing about adaptations isn't what's taken out but what's put in. Emerald Fennell's "Wuthering Heights"--or, as she'd have it, " 'Wuthering Heights,' " complete with scare quotes--is the season's second Frankenstein movie, because Fennell takes bits and pieces from Emily Brontë's novel and, adding much of her own imagining, reassembles them into a misbegotten thing that wants only to be loved. And paying audiences seem to love it, even if many critics don't.



Deadly scorpions are picky about their soil

Popular Science

Dirt may help map where scorpions live--and potentially save lives. Breakthroughs, discoveries, and DIY tips sent six days a week. Scorpions sting between 1 and 2 million people every year, and while most victims only endure temporary pain and swelling, the injuries can still prove fatal. Researchers estimate that the predatory arachnids are responsible for the deaths of at least 3,000 children annually. Remote regions without access to lifesaving medical treatments face the biggest uphill battle, scorpions still remain an issue in urban regions like Morocco .




The Download: inside the QuitGPT movement, and EVs in Africa

MIT Technology Review

Plus: social media firms have agreed to be assessed on how effectively they protect teens' mental health A "QuitGPT" campaign is urging people to cancel their ChatGPT subscriptions In September, Alfred Stephen, a freelance software developer in Singapore, purchased a ChatGPT Plus subscription, which costs $20 a month and offers more access to advanced models, to speed up his work. But he grew frustrated with the chatbot's coding abilities and its gushing, meandering replies. Then he came across a post on Reddit about a campaign called QuitGPT. QuitGPT is one of the latest salvos in a growing movement by activists and disaffected users to cancel their subscriptions. In just the past few weeks, users have flooded Reddit with stories about quitting the chatbot. And while it's unclear how many users have joined the boycott, there's no denying QuitGPT is getting attention.


Are drones, AI making it harder to fight armed groups in the Sahel?

Al Jazeera

Are drones, AI making it harder to fight armed groups in the Sahel? The brazen attack on the international airport and nearby military airbase in Niamey, Niger's capital, came overnight between January 28 and 29. Balls of orange fire flew across the sky as the Nigerien army attempted to respond while residents ducked for cover and whispered prayers, as shown in videos on social media. ISIL (ISIS) in Sahel Province, or ISSP - a Niger-based outfit earlier known as the ISIL affiliate in the Greater Sahara or ISGS - has since claimed responsibility and says it killed several soldiers, although the Nigerien army disputes this. Many of its fighters had breached military drone hangars using RPGs and mortars, and managed to damage several aircraft and one civilian aeroplane, according to videos from the group.


The Brazilian Director Who's Up for Multiple Oscars

The New Yorker

Kleber Mendonça Filho wants his films to reclaim lost history. For Kleber Mendonça Filho, filmmaking is an act of both provocation and preservation. Mendonça was born in 1968, in the early years of a ruthless military dictatorship--a time when cinema, like much else, was harshly constrained. His mother, Joselice Jucá, was a historian who studied Brazil's abolitionist movement, and she taught him that filling gaps in the cultural memory was a way to expose concealed truths. His relationship with film is inextricably linked with his home town, Recife--a port city where attractive beaches and high-rise developments coexist with sprawling favelas and rampant crime. In his youth, Mendonça was fascinated by the city's grand cinema palaces. He carried a Super 8 camera to the tops of marquees and shot dizzying images; he spent hours in projection booths, learning the mechanics of how films reached the screen. Over time, Mendonça watched those theatres fall into decline, an experience that he likened to being aboard a ship as it wrecked. But even as Recife lost its allure, he made the city a fixture of his films--a way of vindicating its place in history. His first narrative feature, "Neighboring Sounds," takes place on a street where he lived as a child, a setting that he spent years documenting. Later, he made "Pictures of Ghosts," a documentary about Recife told largely through its cinemas.


Efficient Learning of Stationary Diffusions with Stein-type Discrepancies

Bleile, Fabian, Lumpp, Sarah, Drton, Mathias

arXiv.org Machine Learning

Learning a stationary diffusion amounts to estimating the parameters of a stochastic differential equation whose stationary distribution matches a target distribution. We build on the recently introduced kernel deviation from stationarity (KDS), which enforces stationarity by evaluating expectations of the diffusion's generator in a reproducing kernel Hilbert space. Leveraging the connection between KDS and Stein discrepancies, we introduce the Stein-type KDS (SKDS) as an alternative formulation. We prove that a vanishing SKDS guarantees alignment of the learned diffusion's stationary distribution with the target. Furthermore, under broad parametrizations, SKDS is convex with an empirical version that is $ε$-quasiconvex with high probability. Empirically, learning with SKDS attains comparable accuracy to KDS while substantially reducing computational cost and yields improvements over the majority of competitive baselines.


Russia-Ukraine war: List of key events, day 1,434

Al Jazeera

Could Ukraine hold a presidential election right now? Will Europe use frozen Russian assets to fund war? How can Ukraine rebuild China ties? 'Ukraine is running out of men, money and time' At least four people were killed in a Russian drone attack on a passenger train in Ukraine's Kharkiv region, Ukrainian President Volodymyr Zelenskyy said on Telegram. Zelenskyy added that four people were still missing, and that two people were injured in the attack.