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WWW.MARKTECHPOST.COMUnveiling Critical Batch Size Dynamics: How Data and Model Scaling Impact Efficiency in Large-Scale Language Model Training with Innovative Optimization TechniquesLarge-scale model training focuses on improving the efficiency and scalability of neural networks, especially in pre-training language models with billions of parameters. Efficient optimization involves balancing computational resources, data parallelism, and accuracy. Achieving this requires a clear understanding of key metrics like the critical batch size (CBS), which plays a central role in training optimization. Researchers aim to uncover how to scale training processes effectively while maintaining computational efficiency and model performance.One of the primary challenges in training large-scale models is determining the point where increasing batch size no longer proportionally reduces optimization steps. This threshold, known as CBS, requires careful tuning to avoid diminishing returns in efficiency. Effective management of this trade-off is critical for enabling faster training within constrained resources. Practitioners without a clear understanding of CBS face difficulties scaling up training for models with higher parameter counts or larger datasets.Existing studies have explored the effects of batch size on model performance but often focus on achieving minimal loss rather than analyzing CBS explicitly. Also, most approaches need to separate the contributions of data size and model size to CBS, complicating the understanding of how these factors interact. Researchers have identified gaps in previous methodologies, particularly the need for a systematic framework to study CBS scaling for large-scale pre-training. This gap has hindered the development of optimized training protocols for larger models.The research from Harvard University, the University of California Berkeley, the University of Hong Kong, and Amazon addressed these gaps by introducing a systematic approach to measure CBS in large-scale autoregressive language models, with parameter sizes ranging from 85 million to 1.2 billion. The study utilized the C4 dataset comprising 3.07 billion tokens. The researchers performed extensive experiments to disentangle the effects of model size and data size on CBS. Scaling laws were developed to quantify these relationships, providing valuable insights into large-scale training dynamics.The experiments included training models under controlled scenarios, with either data or model size held constant to isolate their effects. This revealed that CBS is predominantly influenced by data size rather than model size. To refine their measurements, the researchers incorporated hyperparameter sweeps for learning rates and momentum. One key innovation was using exponential weight averaging (EWA), which improved optimization efficiency and ensured consistent performance across various training configurations.Notable findings included that CBS scales strongly with data size, allowing for greater data parallelism without sacrificing computational efficiency. For example, models trained with a fixed token count of 3.07 billion showed consistent CBS scaling regardless of parameter size. The study also demonstrated that increasing data size significantly reduces serial training time, highlighting the potential for optimizing parallelism in resource-constrained scenarios. The results align with theoretical analyses, including insights from infinite-width neural network regimes.The research established key takeaways that offer practical guidelines for large-scale training optimization. These are summarized as follows:Data size dominance: CBS scales primarily with data size, enabling efficient parallelism for larger datasets without degrading computational efficiency.Model size invariance: Increasing model size has minimal impact on CBS, particularly beyond a certain parameter threshold.Exponential weight averaging: EWA enhances training consistency and efficiency, outperforming traditional cosine scheduling in large-batch scenarios.Scaling strategies: Width and depth scaling yield equivalent efficiency gains, providing flexibility in model design.Hyperparameter tuning: Proper adjustments in learning rates and momentum are critical for achieving optimal CBS, especially in over- and under-training scenarios.In conclusion, this study sheds light on the critical factors influencing large-scale model training, with CBS emerging as a pivotal metric for optimization. The research provides actionable insights into enhancing training efficiency by demonstrating that CBS scales with data size rather than model size. Introducing scaling laws and innovative techniques like EWA ensures practical applicability in real-world scenarios, enabling researchers to design better training protocols for expansive datasets and complex models. These findings pave the way for more efficient use of resources in the rapidly evolving field of machine learning.Check out the Paper. All credit for this research goes to the researchers of this project. Also,dont forget to follow us onTwitter and join ourTelegram Channel andLinkedIn Group. If you like our work, you will love ournewsletter.. Dont Forget to join our55k+ ML SubReddit. Sana Hassan+ postsSana Hassan, a consulting intern at Marktechpost and dual-degree student at IIT Madras, is passionate about applying technology and AI to address real-world challenges. With a keen interest in solving practical problems, he brings a fresh perspective to the intersection of AI and real-life solutions. Read this AI Research Report from Kili Technology on 'Evaluation of Large Language Model Vulnerabilities: A Comparative Analysis of Red Teaming Techniques'0 Comentários 0 Compartilhamentos 13 Visualizações
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WWW.IGN.COMThe Blu-Rays and 4K UHDs I'd Buy from Amazon's Black Friday SaleFolks, we've nearly made it to Black Friday. As everyone already knows, it's always one of the best times to go wild buying phyiscal media for yourself and others. As part of its Black Friday Week Sale, Amazon is cutting prices on tons of Blu-rays and 4K UHD discs. Some of the standout offers are on movies and TV shows at their lowest prices ever; others are matching prices that haven't been seen since July 2023. Some are just decent price cuts worth jumping on. Take a look; I'll be updating throughout the week.Box Sets and Collections4K UHDDune 2-Film Collection4K UHDBatman 4K Film Collection (1989-1997)4K UHD + Blu-rayThe Dark Knight TrilogyBlu-rayCC40 - The Criterion CollectionBlu-rayStar Trek: The Picard Legacy Collection4K UHD + DigitalMad Max 5-Film Collection - Limited EditionBlu-rayThe Wire: The Complete SeriesBlu-ray + DigitalFast & Furious 10-Movie Collection4K UHDSeinfeld: The Complete SeriesBlu-ray + DigitalShrek 6-Movie Collection4K UHDThe Lord of the Rings: The Motion Picture Trilogy (Extended & Theatrical)Blu-rayAlfred Hitchcock: The Ultimate CollectionBlu-rayTerminator 6-Film CollectionBruce Lee: His Greatest Hits4K UHD + Blu-rayHarry Potter: 8-Film CollectionAs it was written: Tons of giftable (and collectable) box sets of movies and TV series are on sale at pretty steep discounts. Highlights include Denis Villenueve's two-film Dune set at its best-ever price, several eras of Batmen for cheap, a limited edition Star Trek box set for Sir Patrick Stewart heads, a very sick-looking Bruce Lee greatest hits box set, a collection of all six Terminator movies, the ultimate Alfred Hitchcock collection, and plenty of others. Scroll through to see them all.Steelbooks and Limited Editions4K UHD + Blu-rayStand By Me - Limited Edition Steelbook4K UHD + Blu-ray + DigitalSpider-verse 2-Movie Collector's Edition4K UHD + Blu-ray + DigitalE.T. The Extra-Terrestrial - 40th Anniversary Limited Edition Gift Set4K UHDMission:Impossible - Dead Reckoning Part One Limited Edition Steelbook4K UHDThe Fifth Element SteelbookA bunch of these are looking pretty dang appealing right now, especially that Stand By Me steelbook, the Spider-verse collector's edition two-film set, The Fifth Element limited edition steelbook, and, to appease Mr. Movies himself, the movie formerly known as Mission: Impossible - Dead Reckoning Part One.Other Good Deals on Movies4K UHD + Blu-ray + DigitalSpider-Man: Across The Spider-Verse4K UHDThe Shining4K UHDMad Max: Fury RoadBlu-ray + DigitalDeadpool & Wolverine4K UHDThe ThingBlu-rayInside Out 24K UHD + Blu-rayGodzilla Minus One4K UHDAlien: RomulusBlu-rayGladiator4K UHDInceptionA mix of old and new movies, these are sales on regular ol' Blu-rays and 4K UHDs, some of which are at their lowest prices ever (like The Shining, Spider-Man: Across the Spider-Verse, Godzilla Minus One, Alien: Romulus, etc.) or the lowest since more than a year ago (looking at you, The Thing). Others are deals that maybe aren't unique to Black Friday (Gladiator, Inception, Deadpool & Wolverine, etc.) but still warrant some attention, espspecially if you're been eyeing the movies already.More Black Friday Deals to Check OutWere in the home stretch: Black Friday falls on November 29 this year. All month long, retailers have been rolling out sales, ramping up to massive discounts on Black Friday and through the weekend into Cyber Monday. Aside from movies, there are already some fantastic deals available on PS5 consoles (including PSVR2) and controllers, video games for all platforms, AirPods Pro, and tons more.PS5, PS4, XboxElden RingPS5, XboxMetaphor: ReFantazioPS5Final Fantasy VII RebirthPS5Armored Core VI Fires of RubiconPS5, XboxStar Wars OutlawsPS5, PS4, XboxPersona 3 ReloadPS5, XboxUnicorn OverlordPS5, XboxAlan Wake 2 Deluxe EditionPS5, XboxShin Megami Tensei VPS5, Xbox, SwitchMetal Gear Solid:Metal Gear Solid: The Master Collection Vol.1PS4Final Fantasy: I-VI Collection Anniversary EditionPS5, XboxDragon's Dogma 2PS5Astro BotLeanne Butkovic (she/they) is an Editorial Project Manager at IGN, where they've also written about movies, TV, and games.0 Comentários 0 Compartilhamentos 13 Visualizações
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WWW.IGN.COMTarget Just Released Its Black Friday Sneak Peek With Great Deals on Nintendo SwitchThe Target Black Friday Sale has kicked off in earnest with some major sneak peek discounts we've all been waiting for on Nintendo Switch and PlayStation 5 consoles, peripherals, and video games. But that's not all. Pretty much everything in Target's publicized ad scan has gone live, including Meta Quest VR headsets, LEGOs, board games, toys and more. Many of these deals are priced lower than every other retailer. They all expire on Friday, November 29.Target is one of my favorite one-stop shopping sites, both in-store and online. Its prices are very competitive, its return policy is generous, and it has plenty of retail locations so that buying online and picking up in-store is a convenient option. Target offers great exclusive discounts via its Target Circle membership, and best of all, joining is free. There is a paid upgrade that's worth it for regular Target shoppers, and it's on sale for Black Friday as well.Black Friday Nintendo Switch DealsThe Nintendo Switch holiday bundles were already a pretty good deal. For the cost of the Switch console, you were also getting Mario Kart 8 Deluxe and a one-year Nintendo Switch online membership. For Black Friday, that's not good enough. So, starting now, Target is taking an extra $75 off both bundles: The Switch OLED bundle is marked down to $275 and the Switch bundle is down to $225. It's refreshing to finally see a better Switch deal after years of the same thing.Update: Target is currently the only place to buy these bundles at this price online without a membership.Nintendo Switch OLED Model: Mario Kart 8 Deluxe BundleNintendo Switch Mario Kart 8 Deluxe BundleNintendo Switch Pro ControllerNintendo Switch Joy-Cons (Pair)More Nintendo Switch Games Under $40In addition to Tears of the Kingdom, plenty of other Nintendo Switch games have broken past the traditional $39.99 "sale price" barrier, including the 10/10 "Masterpiece" Super Mario Odyssey, the cat-tastic Super Mario 3D World + Bowser's Fury, the idyllic Animal Crossing: New Horizons and my kids' favorite, Kirby and the Forgotten Land. Up to now we haven't seen many deals on Switch games at all for Black Friday, so we're glad to see the floodgates opening.SwitchThe Legend of Zelda: Tears of the KingdomSwitchSuper Mario OdysseySwitchPikmin 4Super Mario 3D World + Bowser's FuryAnimal Crossing: New HorizonsSwitchKirby and the Forgotten LandSwitchSuper Mario Maker 2SwitchYoshi's Crafted World (Digital)SwitchPikmin 1 + 2SwitchNintendo Switch SportsFinal Fantasy I-VI Collection Anniversary EditionPS5, Xbox, SwitchBalatroApple AirPods Pro for $153.99Apple AirPods Pro 2 (USB)The best Black Friday AirPods deal has arrived, and it's better than I predicted. Target is offering the second generation Apple AirPods Pro wireless noise cancelling earbuds for only $153.99. This is the lowest price I've seen all year long and it's very unlikely to drop further. This discount brings the price down to the same level as the Apple AirPods 4 with noise cancelling. Between the two, the AirPods Pro is still Apple's best earbuds because it offers better sound quality and better noise cancellation performance.Buy a Meta Quest 3S VR Headset, Get $75 Gift CardMeta Quest 3S VR Headset with Bonus $75 CardIf you thought the Meta Quest 3S was attractively priced at $299.99, well, this deal will blow your socks off. Target is now throwing in a bonus $75 gift card. The Quest 3S adopts many of the same features of the Quest 3, like the new Touch controllers, the upgraded SnapDragon APU, and full color AR passthrough. In his 9/10 Quest 3S review, Gabriel Moss wrote that "raw processing power, full-color passthrough, and snappy Touch Plus controllers make the Quest 3S a fantastic standalone VR headset that also brings entry-level mixed-reality gaming to the masses for arguably the very first time."Up to $150 Off the Ray-Ban Meta Wayfarer Smart GlassesRay-Ban Meta Wayfarer Smart Glasses with Bonus $90 Gift CardThe Meta Wayfarer glasses are certainly an intriguing device, but many of you might not be lured in by the $300 price tag. What if I told you that you could get it for $60 less and Target will even toss in a bonus $90 Target gift card? If you're a regular Target shopper like myself, that's essentially as good as cash. These Wayfarer glasses are an influencer's dream; they have a built-in camera and speakers so you can take videos and photos without every reaching for your phone.30% Off Apple iPad AirTarget Circle Deal (Free to Join)iPad Air 5th Gen (M1) 10.9" 64GBTarget has the 5th generation iPad Air 10.9" M1 tablet for only $359.99 after you clip a Target Circle coupon. That makes it $240 cheaper than the current gen 2024 model and one of the best Black Friday iPad deals I've seen. This is still a very relevant tablet in 2024; the Apple M1 chip is more powerful than the A14 Bionic chip in the newest iPad and the A17 Pro in the newest iPad Mini. It features a 10.9" 2360x1640 Retina display with True Tone and P3 wide color and a USB-C connector.40% Off Apple Watch UltraApple Watch Ultra GPS + Cellular Titanium CaseHere's an amazing Target exclusive Black Friday deal on Apple's flagship watch. The first generation Apple Watch Ultra Smart Watch is down to $479 after a massive $320 (40%) off Target Circle coupon. The Target Circle membership is free to join, so everyone can partake in this deal. That's the best price we've seen for Apple's highest end and most rugged watch in its lineup. In fact, I don't think I've ever seen this watch drop below $600 brand new. The Watch Ultra is definitely the best watch in the lineup for anyone who enjoys the rugged outdoors, thanks to its durability, features, and apps.Black Friday PlayStation DealsSony's Black Friday PlayStation deals all went live on Friday, November 21. Target is one of Sony's major authorized resellers and the massive price drops I've seen on PS5 Slim console bundles, DualSense controllers, PS VR2 headset, and video games are all available on their site.Sony PlayStation 5 Slim Digital NBA 2K25 Console BundleSony PlayStation 5 Slim Digital ConsoleSony PlayStation 5 Slim Disc ConsoleSony PlayStation VR2 Horizon Call of the Mountain BundlePS5 DualSense Chroma ControllersPS5 DualSense Controllers Starting at $54.99Star Wars Outlaws for $39.99PS5, XboxStar Wars OutlawsFor those of you who have been patiently holding out on the $49.99 Star Wars Outlaws offer, kudos to you. Target will slash the price to $39.99 on Sunday and that will be the time to strike. This is a good time to get into the game since Ubisoft and Massive Entertainment recently deployed a massive update bringing a host of performance and gameplay enhancements, a range of visual improvements, and bug fixes to the open-world sci-fi game on console and PC.More PS5 and Xbox Video Game DealsTarget just unloaded a bunch of games for sale. The best deals are on the exceedingly adorable Astro Bot for $49.99, or the gorgeous Stellar Blade for $49.99. If you're a sports gamer, pick up the latest NBA 2K25 game for only $29.99.PS5Astro BotPS5Stellar BladePS5Gran Turismo 7PS5, XboxEA Sports Madden 25PS5, XboxEA Sports College Football 25PS5, Xbox, SwitchNBA 2K25PS5Marvel's Spider-Man: Miles MoralesPS5Final Fantasy XVI0 Comentários 0 Compartilhamentos 13 Visualizações
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WWW.DENOFGEEK.COMThe Arcane Characters Who Could Return in League of Legends AdaptationsThis article contains Arcane spoilers.Sadly, Arcane has ended and with it the tale of Piltover and Zaun. The Netflix show punctuated the finality of the story with several tragic deaths, and although the problems of the divided city are far from solved, theres hope that things will improve because of the sacrifices that were made. However, Riot Games and animation partner Fortiche Production clearly have no intention of leaving the world of Runeterra, and there are plenty of locations and elements of game lore to expand upon.In fact, the Arcane series finale already laid the groundwork for the next League of Legends adaptation and where it might take place. All indications are that were headed to Noxus, the home of war-mongering conquerors and the hidden society of the Black Rose. In the aftermath of the battle with her mother, Mel is seen sitting aboard a Noxian vessel headed back home, and it is likely she will be one Arcane character we will be seeing more of in the next adaptation, perhaps even as a main character.But what other characters might make cameos in the next iteration of Arcane, whatever new title it may have? The montage at the end of the finale hinted at the future in store for some characters whose arcs are incomplete. Orianna Should Make Her DebutThe longest running of these would have to be that of Singeds daughter, who has been sealed in a glass coffin for years. She appears to be awake and gazing into a mirror in the final scenes, and it seems unlikely that Arcane would introduce Orianna, as she is known to League of Legends players, only to leave her behind in the next show.Caitlyn, Sevika, and Even Vi Could Visit NoxusIts possible that Piltover council members like Caitlyn or the newly installed Zaun representative, Sevika, could be part of some sort of diplomatic visit to Noxus if the story warranted such a thing. Vi could even come with! But these characters are more likely to have finished their arcs. Even Ekko has earned a completed story with his heroic actions in the Arcane finale, defeating Viktor and saving Jinx for her part in the battle for Piltover.Jinx Might Have More Story to TellBut what about Jinx herself? Does her story end with the bringing together of Zaun and Piltover and taking out the creature Warwick, whose gloriously evolved form no longer contained any remnant of Vander? Perhaps not! Several clues point to Jinx still being alive and likely to appear again in future League of Legends adaptations beyond Arcane.First, if you look closely at the explosion at the hexgates after Jinx and Warwick fall, there is a purple, Shimmer-like streak coming out of the mostly blue cloud of smoke. Jinxs Shimmer power does allow her to quasi-teleport short distances or at least zoom quickly from one spot to another. Granted, if that were the only clue that Jinx might still be alive, it would be pretty weak evidence, but theres more to this theory than just a glimmer of purple.The second indication that Jinx escaped her fall is that, during the montage at the end of the Arcane finale, Caitlyn is seen adding Jayces Hexgate plans to the Kiramman archive using the key she inherited from her mother. On the blueprints, she examines some of the ventilation shafts coming off of the core where Jinxs explosion happened. In Caitlyns hand is the monkey-head cap from Jinxs grenade, and after examining it briefly, she smiles subtly, as though understanding that Jinx probably used these shafts to escape the blast.But perhaps the most important clue that points not only to Jinxs survival but also to her departure from Piltover is the closing shot of a white-winged airship flying away from the camera. This scene mirrors one from the Arcane premiere in which an airship is seen flying above Vi, Powder, Clagger, and Mylo before they carry out their heist. Powder sees the flying vehicle and says to the group, One day, Im gonna ride in one of those things. Obviously someone has to be in that airship at the end of the series, and this quote screams the undeniable truth: its Jinx!Where shes going is anyones guess, but her departure from the main setting of Arcane leaves open the door to her appearance in a future series. Could she end up in Noxus, where the next adaptation is likely to be set? Sure! Will she be a main character in that story? Probably not. She could either make a cameo in the next series or even save her resurfacing for a third or fourth League of Legends outing. However, it seems unlikely that her leaving her sister and everyone else behind is a throwaway detail.Make no mistake: the future of storytelling in Runeterra is likely to focus on brand new heroes. Hints of League of Legends characters like Noxian general Swain and Black Rose leader LeBlanc have already been dropped in Arcane. But viewers love to see familiar faces popping in across entries in a franchise, and theres no way Riot Games would pass up the chance to remind Arcane viewers of the show that started it all.Both seasons of Arcane are available to stream on Netflix now.0 Comentários 0 Compartilhamentos 12 Visualizações
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WWW.DENOFGEEK.COMThe Politics of Wicked Hit Harder in 2024When Wicked opened on Broadway 21 years ago, famed New York Times critic Ben Brantley provided the musical with one of his typically backhanded notices. While giving high marks for Kristin Chenoweths undeniable talent in creating Galinda, as well as specific elements of the production like Eugene Lees sets, the Times arbiter remained cool toward the musicals songs, book, and even its allegorical ambitions.As a parable of fascism and freedom, Wicked so overplays its hand that it seriously dilutes its power to disturb, Brantley wrote when comparing the shows vividly technicolor subtexts to the more opaque leanings of L. Frank Baums original Oz novels. Wicked [by comparison] wears its political heart as if it were a slogan button, Brantley ultimately sniffed. Elsewhere he likened the storys revisionist image of Elphaba, the so-called Wicked Witch of the West, to privileged student dissidents from the 1960s and 70s who traded beer blasts for Molotov cocktails.It is not impossible to understand where the theater critic was coming from back then. While Ive long respected Wickeds musicality, a number of Brantleys critiques for the show ring true. But lamenting a musical for being too obvious while crafting a metaphor about fascism was never one of them.There is no denying Wicked is heavy-handed in its allusions when Professor Dillamond (the talking goat voiced by Peter Dinklage in the movie) discovers menacing graffiti on his chalkboard which reads, Animals Should Be Seen, Not Heard. But even 20 years ago, I recognized the importance of reminding the next generation about the insidious way hatreds and bigotries can be manipulated like something out of 1930s Germany. Or closer to home.In truth, Wickeds allusions to European fascism, or for that matter segregationist Jim Crow laws throughout the American South, were part and parcel for 2000s era childrens stories. Just as Elphaba and Galindas Shiz University resembles Hogwarts in look and function, so too does its politics match the autocratic rise and institutional corruption of Voldemort in the Harry Potter novels. Suzanne Collins The Hunger Games, meanwhile, came a little later but still tapped into the same zeitgeist in a more direct way with its dystopian vision of North Americas future being ruled by a literal dictator who controls the population through fear and entertainment.Meanwhile on the geekier side of culture, the X-Men movies of that decade, like the comic books of the previous 20 years, were deeply rooted in drawing parallels between its fictional persecuted underclass of mutants and the still-living memory of the Holocaust, right down to making the films sympathetic antagonist a Holocaust survivor who remains wary of men in authority who wish to divide folks between us and them.In this pop culture landscape, Wickeds politics were as common as they were unremarkable. Of course the thing to fear remains a strongman who would scapegoat a literal goat. The idea of it actually occurring in your everyday life might seem so foreign as to snark about those 60s dissidents who overdid the good fightyou know, at least if you ignore how even back then the Republican administration in the White House was launching a successful reelection campaign built around stirring up fear of gay people marrying in swing states like Ohio.Which brings us to November 2024, and the strikingly more urgent context which Jon M. Chus Wicked movie finds itself opening in. When Universal Pictures dated its lavish adaptation of Broadways most popular musical for this Thanksgiving, we imagine executives were not thinking too hard about its proximity to the 2024 U.S. presidential election. However, for any viewer even vaguely aware of the news cycle these days, the parallels between Wickeds Oz and the tone and tenor of emerging American policy for the New Year are eerily linked.The shifty deviousness of the musicals Wizard of Oz was of course in the original 2003 production as well, just as the basic concept of the Wizard being a fraudulent conman from the heartland is rooted in The Wizard of Oz author L. Frank Baums satire of American populism. Yet in the original stage production of Wicked, Broadway royalty Joel Grey plays the Wizard as a huckster who got in over his head; he is something of a useful idiot who allows those around him, like the flamboyant Madame Morrible, to drag his vision to a more hateful place.Yet when the charismatic Jeff Goldblum plays the Wizard, there is a more pointed and knowing menace when he says these lines to Elphaba: When I first got here, there was discord and discontent. And where I come from, everyone knows the best way to bring folks together is to give them a real good enemy. Greys Wizard says the same horrifying thing, but back then he came off as an oblivious Harold Hill: a showtune grifter who never pauses to consider the implications of the lies he spreads.By contrast, the trailing whisper with which Goldblum emphasizes enemy far more disturbingly echoes 1930s fascism and the scapegoating of Jewish people and other minorities in Europe. It also betrays a knowing recognition of the ugly side of his life as an American expat from turn of the 20th century Kansas. The themes are more pointed and thorny in Chus Wicked movie, because how can they not be? Goldblums Wizard is saying this to an Elphaba played by a Black woman. Like Elphie, Cynthia Erivo knows all too well what its like to be prejudged and Othered due to the color of her skin.Much else in these political elements seem heightened in the Wicked movie too. This is not to say the film is a direct commentary on American politics today. There is, after all, no way the filmmakers could have predicted that the winning candidate would lie during his single fall debate about legal Haitian immigrants in Ohio eating cats and dogs. He was also, for the record, dismissed on the stage that night by the moderators for the naked blatantness of his lie, and laughed at by his opponent. And yet, a majority of the folks at home voted for the demonstrable liar who was only too happy to give folks a real good enemy.Wicked is not about Donald Trump. But it paints a picture of rising fascism and bigotries that remarkably resemble the vision of America Trump is selling. The film elevates the 1930s elements, with Michelle Yeohs far chillier Madame Morrible using a microphone that wouldnt look out of place in front of Joseph Goebbels. And this only occurs after a new sequence of her flying monkeys taking on the shape of the S.S. as they come eagerly after Elphaba. Meanwhile, during the Wizards most innocent musical moment in this film, Goldblums silhouette waltzes with a globe of the moon, not unlike Charlie Chaplins venomous caricature of Adolf Hitler in The Great Dictator (1940) dancing with a balloon replica of the world he wishes to rule.Chu and his collaborators are obviously tapping into the themes of fascism and fear-mongering that were already there and giving them added weight, gravitas, and cinematic reference. But they have inadvertently created a portrait of America today, 90 years after the historical nightmares they were drawing from. Rather than make Wicked like America circa 2024, America circa 2024 has made itself like Wicked.Read more The achievement is all the more disquieting when one remembers Wicked was originally dismissed for the sweeping generality of its metaphors. Yet what once seemed like a jejune theme in a decade rife with Never Again parables now hits like a ton of yellow bricks in an America that apparently never learned the lesson from all those warnings about where this road leads. And the choice of characters like Glinda (Ariana Grande) to go along to get along and stay safe, popular, and in power lands differently on the other side of Nov. 5.Wicked is playing in theaters now.0 Comentários 0 Compartilhamentos 12 Visualizações
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WWW.ELLEDECOR.COMA Storied Montclair House Is Brought Back to Life With Playful PanacheIn 2022, designer Beth Diana Smith met with a couple who had recently purchased a 100-year-old home in Montclair, New Jersey. They hit it off, and what had started out as a conversation about a kitchen renovation ended up as talks to design the entire house, a two-story, two-bedroom home with an enclosed porch.Smith, who will be honored with the Rising Star award from the New York School of Interior Design next spring, set out with the client to keep some of the old while adding some needed new. In the living room, that meant keeping the original brick fireplace and adding a marble mantel and cubed tile surround to give it a fresh modern edge. The room was then drenched in a moody, walnut brown paint by Benjamin Moore that contrasts against the bright light and softer colors from the neighboring dining room and kitchen. But the rooms true statement moment is a navy wallcovering from Divine Savages that features a playful print of red and gold roses. Kelly MarshallA floral wallcovering by Divine Savages blankets the original brick fireplace. I do not like floral, mainly because my mother traumatized me as a kid with this big brown floral sofa that she had when I was growing up, Smith says with a laugh. The addition, per her clients request, really went beautifully with the house to blanket that fireplace, she says.In the adjacent dining room, Smith removed an existing window and added double doors, with the intent to build an outside deck off of it in the future. A chandelier by Currey & Co. hangs above a wood dining table surrounded by the clients wood dining chairs. The light fixture adds a playful modern edge to the room, with its undulant circular shape that mimics the movement in the pattern of the ceiling wallpaper. "The living room ceiling reminds me of weeping willow trees," Smith says. Kelly MarshallThe kitchen cabinets are painted in Dockside Blue by Sherwin Williams and the kitchen island is painted in Labradorite by Sherwin Williams. Of course, that kitchen renovation was a key part of the project, which entailed removing the wall between the dining room and kitchen to create a line of sight from the front door. What was previously an empty wall with a refrigerator was transformed into a more functional space with shaker-style cabinets painted in Sherwood Williamss Dockside Blue, and a dark-blue butcher-block island. Smith added a window with roman shades in a Stroheim floral print fabric, and covered the floors in a black and white patterned tile from The Tile Shop. In the primary bedroom, the client picked out a mineral green bed that was the anchor in the room. Smith sourced nightstands from West Elm and lamps from Circa Lighting for the bedside. The curtain fabric by Stroheim and a gold wallcovering behind the bed were paired to go with the bed. The goal was to see something bold and beautiful, she says.In the upstairs library, Smith helped the clients plan for the future. The couple, now expecting a child early next year, wanted to make sure the room could eventually function as a nursery. Smith covered the walls in a grasscloth and a playful animal print was selected for the window fabric.Take A Look Inside This New Jersey HomeAs for Smiths favorite piece in the house? A mask that she sourced on a trip to Rome. Smith saved sharing it with her client until the end of the project because she had a hunch it would be perfect there. And sure enough, she was right.When she saw it, she was just like, Oh, my God, can I touch it? It's just so beautiful, Smith says. When I think about this house and project, I think about that moment, and it's always those finishing touches that have a sentimental value.0 Comentários 0 Compartilhamentos 12 Visualizações
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9TO5MAC.COM9to5Mac Daily: November 25, 2024 iPhone 17 Air latest, iOS 19 rumorsListen to a recap of the top stories of the day from9to5Mac. 9to5Mac Daily is availableon iTunes and Apples Podcasts app,Stitcher,TuneIn,Google Play, or through ourdedicated RSS feedfor Overcast and other podcast players.Sponsored by CardPointers: The best way to maximize your credit card rewards. 9to5Mac Daily listeners can exclusively save 50%.New episodes of 9to5Mac Daily are recorded every weekday. Subscribe to our podcast in Apple Podcast or your favorite podcast player to guarantee new episodes are delivered as soon as theyre available.Stories discussed in this episode:Listen & Subscribe:Subscribe to support Chance directly with 9to5Mac Daily Plus and unlock:Ad-free versions of every episodeBonus contentCatch up on 9to5Mac Daily episodes!Dont miss out on our other daily podcasts:Share your thoughts!Drop us a line at happyhour@9to5mac.com. You can also rate us in Apple Podcasts or recommend us in Overcast to help more people discover the show.Add 9to5Mac to your Google News feed. FTC: We use income earning auto affiliate links. More.Youre reading 9to5Mac experts who break news about Apple and its surrounding ecosystem, day after day. Be sure to check out our homepage for all the latest news, and follow 9to5Mac on Twitter, Facebook, and LinkedIn to stay in the loop. Dont know where to start? Check out our exclusive stories, reviews, how-tos, and subscribe to our YouTube channel0 Comentários 0 Compartilhamentos 13 Visualizações
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9TO5MAC.COMInstagram rolling out Find My Friends-like feature for sharing live locationApples Find My Friends (which is now integrated into the Find My app) lets you share your location in real time with other people. Soon, Instagram users will have access to a similar feature to share their location with friends and family right from the social network.Meta announced on Monday some new features coming to Instagram direct messages, and location sharing support is one of them. The company said in a blog post that the feature aims to make it easier for people to arrange hangouts directly from their Instagram conversations. Spend more time together, and less time coordinating, the post reads.For privacy reasons, the location can only be shared individually by DMs or in a group chat. The feature is turned off by default and real-time location is only shared for one hour after that, Instagram automatically ends sharing. The app will also display an indicator to show when the location is being shared. Of course, you should never share your location with people you dont know.Unlike Apples Find My, theres no option to always share your location with others on Instagram. Earlier this year, Meta confirmed that it was testing a feature similar to Snap Map to show the location of friends on a map. However, the feature has yet to be made available to users.In addition to location sharing, Instagram is also adding new sticker packs for DMs, as well as custom nicknames for people in group chats.The Instagram app for iPhone is available for free on the App Store. Make sure you have the latest version of the app installed on your device in order to get access to the latest features. Keep in mind that when it comes to the location sharing feature, Meta says its only available in selected countries.Add 9to5Mac to your Google News feed. FTC: We use income earning auto affiliate links. More.Youre reading 9to5Mac experts who break news about Apple and its surrounding ecosystem, day after day. Be sure to check out our homepage for all the latest news, and follow 9to5Mac on Twitter, Facebook, and LinkedIn to stay in the loop. Dont know where to start? Check out our exclusive stories, reviews, how-tos, and subscribe to our YouTube channel0 Comentários 0 Compartilhamentos 13 Visualizações
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FUTURISM.COMEarth's Second Moon Has Vanished, Scientists SaySo long.Once in a Blue MoonThe Earth has parted ways with a tiny "mini moon" that had orbited our planet for two months at least until it swings back around for another visit two months from now.The 33-foot space rock, dubbed 2024 PT5, was first spotted by astronomers in August. It only came by for a brief visit, circling the Earth for much of the late summer in a horseshoe-shaped path before the effects of the Earth's gravitational field gave way to the much stronger forces from the Sun, as the Associated Press reports.Intriguingly, scientists believe it's possible that 2024 PT5 was once part of the Moon itself but was chipped off by a different asteroid that hit it millions of years ago.The near-Earth object never posed a threat to Earth, orbiting the planet at a safe distance. And it was more than likely one of countless objects just like it hanging out in our close vicinity.In other words, it's a reminder that "theres a pretty busy highway around the Earth," as Harvard asteroid dynamics researcher Federica Spoto told the New York Times in September.Hello GoodbyeScientists believe the so-called "mini moon" was once part of the Arjuna asteroid belt, a group of asteroids following a similar orbit to the Earth.Despite its moniker, 2024 PT5 never completed its full orbit around the Earth."You may say that if a true satellite is like a customer buying goods inside a store, objects like 2024 PT5 are window shoppers," Universidad Complutense de Madrid professor Carlos de la Fuente Marcos, lead author of an article on the asteroid published in the journal Research Notes of the AAS, told Space.com in September."So far, science has only identified two objects subjected to long captures, 2006 RH120 and 2020 CD3," he added, referring to objects that become "temporarily bound to Earth."2024 PT5 never came close enough to be visible to amateur telescopes or binoculars. However, NASA is preparing to closely follow its upcoming and equally brief visit in JanuaryAP.After that, the space rock won't be coming by to say hello for another 30 years.More on the asteroid: Earth Gaining a Temporary New Moon, Scientists SayShare This Article0 Comentários 0 Compartilhamentos 13 Visualizações