Alors que les nouvelles de fermetures de studios et de redressements judiciaires se multiplient, certaines entreprises parviennent à tirer leur épingle du jeu. C’est le cas de Wētā FX, le studio d’effets visuels aux 7 Oscars et 15 Oscars

With the ongoing jobs cuts across the gaming industry, the shift of “Grand Theft Auto 6” from release this fall to a launch next spring, and the distraction of the first new Nintendo console in eight years, there was a chance that Summer Game Fest 2025 wouldn’t have the same allure as the annual video game showcase has had in years past. (There was also the factor of the actors strike against video game companies, which, as of June 11, has been called off by SAG-AFTRA.) Related Stories But the gamers came out in full force for the Geoff Keighley-hosted event on June 6, which live-streamed out of the YouTube Theater at SoFi Stadium in Los Angeles. Popular on Variety “Viewership was up significantly year over year,” Keighley told Variety. “Stream charts said it doubled its audience year over year for the peak concurrency to over 3 million peak concurrent viewers, which does not include China.” In person, both the Summer Game Fest live showcase event and its subsequent weekend Play Days event for developers and press saw “significantly higher” media creator attendance this year: more than 600 registered attendees vs. “somewhere in the 400s” in 2024, per SGF. The boost is an indicator that both the current U.S. political climate and significant changes in 2025’s game release schedule, like the delay of “Grand Theft Auto 6” until next May, didn’t affect interest in the event. “Things happen in the industry all the time that are big news worthy happenings,” Summer Game Fest producer and iam8bit co-creator Amanda White. “Switch 2 just happened and we’re here, it’s all working out, everybody’s having a great time playing games. It’s not irrelevant — it’s just part of the way things go.” As big a hit as the Switch 2 was with consumers upon release — selling more than 3.5 million units during the first four days after its June 5 launch — and noted multiple times during the Summer Game Fest live showcase on June 6, Nintendo’s new console was not the star of the three-day Play Days event for developers and media in Downtown Los Angeles, which ran June 7-9. “I have not seen a single attendee with a Switch 2 on campus,” SGF producer and iam8bit co-creator Jon M. Gibson said with a laugh. “There’s a few Switch 2s that Nintendo supplied. Some dev kits for Bandai and for Capcom. Of course, the launch happened on Thursday, so bandwidth from Nintendo is stretched thin with all the midnight launches and stuff. But they’re really supportive and supply some for some pre-release games, which is exciting.” Some big video publishers such as EA, Take-Two and Ubisoft skipped this year’s SGF, eliminating potential splashy in-show hits for eagerly anticipated games like “Grand Theft Auto 6.” But SGF still managed a few big moments, like the announcement and trailer release for “Resident Evil Requiem.” Gibson and White attribute that reveal and other moments like it to the immense trust the festival has managed to build up with video game publishers in just a few years. “We are very proud of our ability to keep the trust of all the publishers on campus,” Gibson said. “Six years into SGF as a whole, four years into Play Days, we’re very good. Because we have to print everything ahead of time, too. So there are lots of unannounced things that we’re very careful about who sees what. We have vendors who print and produce and manufacture physical objects under very tight wraps. We’re just very protective, because we know what it means to have to keep a secret because we’ve had our own games that we’ve had to announce, as well. Capcom is a great example with ‘Resident Evil.’ We knew that for a very long time, but they trusted us with information, and we were very careful about what our team actually knew what was going on.” And even though some of the gaming giants sat this year out, White says conversations were already happening on the Play Days campus about who is ready to return next year and what they’ll bring. “People get excited, they come and see. And each year we grow, so people see more potential,” White said. As for next year, the June show will take place just a few weeks after the planned May 26 release for “GTA 6.” While Switch 2 didn’t seem to distract too much, will the draw of playing the newly launched “GTA 6” prove to be so powerful it outshines whatever could be announced at SGF 2026? “My view is that all boats rise with ‘GTA’ launch,” Keighley said. “It is a singular cultural event that is the biggest thing in all of entertainment this decade. It will bring more people into gaming, sell lots of consoles and bring back lapsed gamers. There will never be a better time to feel the excitement and energy around gaming than SGF 2026.” See more from Variety‘s Q&A with Keighley about Summer Game Fest 2025 below. How was this year’s show impacted by the date shift for “GTA 6”? How much was planned before and after that big announcement? So far as I know there wasn’t any material impact, but I think the date move did allow a number of teams to feel more confident announcing their launch dates. Halfway through the year, what do you see as some of the biggest trends in gaming for 2025, and how did you look to reflect that in the show? We continue to see some of the most interesting and successful games come from smaller teams outside of the traditional publisher system – games like “Clair Obscur,” “Blue Prince” and “REPO.” So we wanted to highlight some of those projects at the show like “Ill” and “Mortal Shell 2.” What game announcements and trailers do you think resonated most with audiences after this show? What assets were the most popular? “Resident Evil Requiem” was a massive moment. Also we saw a lot of love for “Ill” from a small team in Canada and Armenia.

President Donald Trump has long expressed interest in holding a military parade. He finally got one for his birthday.The US Army celebrated its 250th anniversary on Saturday in Washington, DC, with a parade featuring 6,600 troops, 150 vehicles, and over 50 aircraft.June 14 also marked Trump's 79th birthday.Trump attended the event accompanied by first lady Melania Trump and other family members. The president stood to salute troops as they passed his viewing box.In May, a US Army spokesperson told CNBC that the event could cost between $25 million and $45 million in total. Prior to the parade, the National Mall was lined with displays of tanks, planes, cannons, and other weaponry to educate onlookers about the US Army's history and modern capabilities. A tank is on display on the National Mall ahead of the Army's 250th anniversary parade. Amid Farahi/AFP via Getty Images The US Army also held a fitness competition where service members competed against one another in various drills. A member of the military climbed a rope during a fitness competition at the US Army's 250th Anniversary festival in Washington, DC. Anna Moneymaker/Getty Images Anti-Trump "No Kings" counterprotests, organized by the grassroots group 50501, were held nationwide ahead of the parade. A "No Kings" protest in Los Angeles. Aude Guerrucci/REUTERS Protest signs across the country condemned Trump's policies and expressed support for progressive causes. A "No Kings" protest in New York City. Eduardo Munoz/REUTERS President Donald Trump attended the parade with first lady Melania Trump. Vice President JD Vance and second lady Usha Vance were also present. Donald Trump and Melania Trump at the Army 250th Anniversary Parade. DOUG MILLS/POOL/AFP via Getty Images The Trump family members in attendance included Donald Trump Jr. and girlfriend Bettina Anderson, Eric and Lara Trump, and Tiffany Trump's husband, Michael Boulos. President Donald Trump, first lady Melania Trump, and other Trump family members and White House officials at the US Army's 250th anniversary parade. Mandel NGAN/AFP via Getty Images The parade featured service members dressed in historic uniforms dating back to the Revolutionary War, honoring the origins of the US Army. US military service members in Revolutionary War uniforms marched along Constitution Avenue during the Army's 250th anniversary parade in Washington, DC. Amid FARAHI/AFP via Getty Images Historic tanks such as the Sherman tank used in World War II rolled through the streets. Members of the U.S Army drive in a Sherman tank in the US Army's 250th anniversary parade in Washington, DC. Samuel Corum/Getty Images The parade also featured more modern tanks such as M2 Bradley Fighting Vehicles, which the US used in the Iraq War and provided to Ukraine amid the ongoing war with Russia. An M2 Bradley Fighting Vehicle rolls down Constitution Avenue during the Army's 250th Anniversary Parade in Washington, DC. AMID FARAHI/AFP via Getty Images Service members driving the vehicles waved and gestured at the crowds, who braved rainy weather to watch the festivities. Members of the US Army drive a Bradley Fighting Vehicle in the 250th anniversary parade. Andrew Harnik/Getty Images The Golden Knights, the US Army's parachute demonstration and competition team, leapt from planes and landed in front of the White House during the parade. A member of the Golden Knights during the US Army's 250th anniversary parade. Mandel NGAN / AFP Lines of uniformed service members stretched all the way down Constitution Avenue. Members of the US Army march in the 250th anniversary parade in Washington, DC. Kevin Dietsch/Getty Images B-25 and P-51 planes performed flyovers despite foggy skies. A US Army B-25 and two P-51s performed a flyover during the Army's 250th Anniversary Parade in Washington, DC. OLIVER CONTRERAS/AFP via Getty Images Army helicopters flew in formation over the National Mall. A girl waved at a squad of helicopters during the Army's 250th Anniversary Parade. MATTHEW HATCHER/AFP via Getty Images After the parade, the night ended with fireworks to celebrate the US Army's 250th birthday and Trump's 79th. Donald Trump and Melania Trump watch fireworks in Washington, DC, after the US Army's 250th anniversary parade. Doug Mills/Pool/Getty Images

(Credit: René Ramos; Nintendo; Sora)The Best Games on Every Platform Animal Crossing: New Horizons Animal Crossing: New Horizons (for Nintendo Switch) 4.0 Excellent No game may end up defining 2020 more than Animal Crossing: New Horizons. Nintendo’s adorable life simulator has always had its fans. However, with the real world under lockdown, countless players have flocked to their own virtual islands to find community. Paying a mortgage to a raccoon is a small price to pay for the freedom to relax in your own social life again. Advance Wars 1+2: Re-Boot Camp Advance Wars 1 + 2: Re-Boot Camp 4.0 Excellent Fire Emblem isn't Nintendo's only awesome strategy series. If you prefer soldiers and tanks over knights and horses, check out Advance Wars and its terrific turn-based tactics. This remake includes campaigns from the first two Game Boy Advance games, offering hours upon hours of brilliantly designed missions. You can also design your own maps and play against friends online. Advance Wars 1 + 2: Re-Boot Camp review ARMS ARMS (for Nintendo Switch) 4.0 Excellent ARMS is Nintendo's newest take on the fighting game genre. It combines cartoonish aesthetics, sci-fi weapons, and arm-stretching boxing into an accessible, offbeat fighter with a lot of variety. It's a polished, fun, competitive game that bears more than a passing visual similarity to Splatoon. Though time will tell if ARMS gains any momentum within the esports scene, the game offers plenty of opportunity to swing fists at your friends. Bayonetta 2 Bayonetta 2 (for Nintendo Switch) 4.5 Excellent Bayonetta 2 is another fantastic game that launched on the wrong system. Years later its initial release, Bayo 2 still stands as one of the best action games out there, and now that it's been ported from the Wii U to the Switch it can get the attention and devotion it deserves. Tight controls, robust challenge, and plenty of style make this stand out as a pinnacle of action games. Bayonetta 3 Bayonetta 3 (for Nintendo Switch) 4.5 Excellent Just when you thought Bayonetta couldn’t get any more bewitching, PlatinumGames delivers an absolute master class on video game action with Bayonetta 3. Besides Bayonetta’s familiar punches, kicks, and guns, you can further expand her combat options by summoning giant demons and directing their attacks. Meanwhile, the multiversal story is ridiculous, even by Bayonetta standards. Bloodstained: Ritual of the Night Bloodstained: Ritual of the Night (for Nintendo Switch) 4.0 Excellent If Bloodstained: Ritual of the Night's story of a demonic castle and a lone savior sounds incredibly familiar, it should: the game was spearheaded by Koji Igarashi, the big brain behind many revered Castlevania games. Bloodstained is an excellent Castlevania game in everything but name, hitting the same beats Symphony of the Night, Aria of Sorrow, and Order of Ecclesia did. If you're thirsty for a new, enjoyable Castlevania-like game that calls back to before Lords of Shadow rebooted the series and Mirror of Fate completely failed to capture any of its luster, this is the game for you. Bayonetta Origins: Cereza and the Lost Demon 4.0 Excellent Bayonetta Origins: Cereza and the Lost Demon isn’t a hard-hitting, nonstop action game like the main Bayonetta trilogy. Instead, this is a relatively relaxed adventure game full of puzzles and gorgeous storybook visuals. Young witch Cereza teams up with a young demon, Cheshire, to tackle challenges neither could complete alone. Although the combat isn’t quite as complex as in the mainline Bayo games, there’s still plenty of flair to the faerie fights. Bayonetta Origins: Cereza and the Lost Demon review Bravely Default II Bravely Default II (for Nintendo Switch) 4.0 Excellent Modern Final Fantasy games have become their own beasts, but games like Bravely Default II remind us why we fell in love with those classic Square Enix JRPGs. In battle, you can either perform multiple actions at once (Brave) or wait to save up for later turns (Default), which opens up many strategic possibilities. On Switch, the diorama world looks more beautiful and nostalgic than ever. Cadence of Hyrule: Crypt of the NecroDancer Cadence of Hyrule: Crypt of the NecroDancer (for Nintendo Switch) 4.0 Excellent Crypt of the NecroDancer was a surprise indie hit in 2015, catching gamers' eyes and ears with its combination of roguelike randomized dungeon exploration with rhythm game beat-keeping. It hit the Nintendo Switch in 2018, and now it's back in a new and much more Nintendo-specific form: Cadence of Hyrule: Crypt of the NecroDancer, a title that injects rhythm game mechanics into The Legend of Zelda. This Switch game seamlessly combines Zelda and Crypt of the NecroDancer, creating a surprisingly accessible and thoroughly enjoyable experience played to the beat of Zelda's classic and music. Cassette Beasts 4.0 Excellent Pokémon doesn't have a monopoly on monster catching. Cassette Beasts is a stylish, indie RPG that puts its own spin on collecting creatures and pitting them against each other in combat. The open world has many quests, the fighting mechanics have the extra depth that experienced players crave, and the story veers off in cool, surreal directions. Most importantly, there are some great monster designs, like ghostly sheep and living bullets. Cassette Beasts review Clubhouse Games: 51 Worldwide Classics Clubhouse Games: 51 Worldwide Classics (for Nintendo Switch) 4.0 Excellent Forget fancy new video games. Sometimes you just want to play chess, solitaire, or one of the other virtual vintage games that make up this classic compilation. Not only is this a convenient way to play some of history’s most enduring games with friends, but Clubhouse Games: 51 Worldwide Classics does a great job educating you on that history, including the fascinating early Hanafuda history of Nintendo itself. Game Builder Garage Game Builder Garage (for Nintendo Switch) 4.5 Excellent If you thought Super Mario Maker was a great way to learn about game development, give Game Builder Garage a spin. This incredibly powerful 3D game creation tool lets you make anything from platformers to racing games to puzzle mysteries. Thorough, friendly tutorials explain the robust “Nodon” coding language, so even novices can create hitboxes and manipulate the Z-axis like pros. Donkey Kong Country: Tropical Freeze Donkey Kong Country: Tropical Freeze (for Nintendo Switch) 4.0 Excellent The Switch has gotten a reputation as a machine for game ports, and there's nothing wrong with that. The Wii U wasn't the massive hit the Wii was, but it still had several excellent games that went underappreciated in their time. Donkey Kong Country: Tropical Freeze is one of them, a sequel to Donkey Kong Country Returns with even more challenge and variety. The Switch version of this game adds Funky Kong Mode, an easier setting and new playable character (Funky Kong himself) that makes the surprisingly brutal platforming feel a little less punishing. Hades Hades (for Nintendo Switch) Hades takes the punishing and divisive roguelike genre and masterfully twists it into one of the year's most addictive games. Fighting your way out of the Greek underworld with randomly changing skills and weapons feels incredible. The family drama at the game’s core gives you that extra narrative push to keep going. Plus, everyone is smoking hot. Indivisible Indivisible (for Nintendo Switch) While many role-playing games draw their influences from Western folklore, even RPGs made in Japan, Indivisible carves out a unique identity with a fresh Southeast Asian flavor. The 2D animation is exquisite, as we would expect from the developer of Skullgirls. Gameplay is a mix of nonlinear spaces to explore and enemies to defeat in tactical battles. Of the two types of play, the exploration sections impress us more. In these bits you find your way forward by using an axe to fling yourself up walls or by shooting arrows to blind sentries. That's just more satisfying than the frantic messes the fights, caught awkwardly between turn-based and real-time combat, can turn into.   Kirby's Return to Dream Land Deluxe Kirby’s Return to Dream Land Deluxe (for Nintendo Switch) 4.5 Excellent Kirby’s Return to Dreamland is a traditional, side-scrolling adventure compared to Kirby’s more radical outings. Still, it’s an excellent showcase of what makes even a normal Kirby game irresistible. This Deluxe version enhances the Wii co-op classic with a sweet, new art style; extra powers; and an original epilogue. Kirby’s Return to Dream Land Deluxe (for Nintendo Switch) review Kirby and the Forgotten Land Kirby and the Forgotten Land (for Nintendo Switch) 4.0 Excellent Kirby and the Forgotten Land finally gives the pink puffball the epic 3D adventure that Mario, Link, and Samus got years ago. Float through the skies in creative levels bursting with secrets. Upgrade familiar powers, such as hammers and swords, into formidable new forms. Or just sit back and marvel at how Nintendo made the post-apocalypse look so cute. Kirby Star Allies Kirby Star Allies (for Nintendo Switch) 4.0 Excellent Kirby games are always fun. Whether they're the simple platformers like Kirby's Adventure or weirdly gimmicky experiences like Kirby's Dream Course, every first-party experience with Nintendo's pink puff ball has been enjoyable. Kirby Star Allies is no different, with a lighthearted campaign filled with colorful friends and abilities, surprisingly challenging extra modes to unlock, and support for up to four players at once. Get on the Friend Train! The Legend of Zelda: Breath of the Wild The Legend of Zelda: Breath of the Wild (for Nintendo Switch) 4.5 Excellent Hyrule is in danger again, and Link must save it. That's been the theme for nearly every Legend of Zelda game, and it's still the case in The Legend of Zelda: Breath of the Wild. The series' basic premise and Link/Zelda/Ganon dynamic are present, but nearly everything else is different. The classic Zelda dungeon-exploration structure is replaced by a huge open world that's filled with destructible weapons, monsters, puzzles, and quests. Breath of the Wild's scope is one previously unseen in the Zelda series, and Nintendo executes the adventure-filled world with aplomb. The Legend of Zelda: Echoes of Wisdom The Legend of Zelda: Echoes of Wisdom - Nintendo Switch, Nintendo Switch – OLED Model, Nintendo Switch Lite 4.5 Excellent The Legend of Zelda: Echoes of Wisdom turns Nintendo's epic franchise on its head in more ways than one. Instead of the swordsman, Link, you play as Princess Zelda. Likewise, you don't directly attack enemies; you summon useful items and foes to aid you on the mission. The game takes the creative, improv spirit of Breath of the Wild and applies it to a classic 2D top-down Zelda adventure with delightful results. Plus, it just looks adorable. The Legend of Zelda: Echoes of Wisdom - Nintendo Switch, Nintendo Switch – OLED Model, Nintendo Switch Lite review The Legend of Zelda: Skyward Sword HD The Legend of Zelda: Skyward Sword HD (for Nintendo Switch) 3.5 Good No Zelda games are terrible, but no game polarizes the fan base quite like Skyward Sword. Fortunately, this HD remaster speeds up the pacing, enhances the graphics, and offers a button-based control scheme if you don’t care for motion controls. The structure feels especially linear in a post-Breath of the Wild world, but Zelda’s origin story is still worth experiencing. The Legend of Zelda: Tears of the Kingdom The Legend of Zelda: Tears of the Kingdom - Nintendo Switch, Nintendo Switch (OLED Model), Nintendo Switch Lite 5.0 Outstanding At launch, it was tough to imagine the Switch ever getting another game as good as Breath of the Wild. But years later, The Legend of Zelda: Tears of the Kingdom delivers everything we could have possibly wanted and more in this direct sequel to one of the greatest games ever made. Exploring the skies and underground caves makes Hyrule more vast than ever. New powers let you break the world apart and rebuild it as you see fit. Tears of the Kingdom is an irresistible, hypnotic adventure, and an absolute must-play for all RPG fans. The Legend of Zelda: Tears of the Kingdom - Nintendo Switch, Nintendo Switch (OLED Model), Nintendo Switch Lite review Lego Star Wars: The Skywalker Saga Lego Star Wars: The Skywalker Saga (for Nintendo Switch) 4.0 Excellent Who knows what the future holds for Star Wars, but Lego Star Wars: The Skywalker Saga provides a terrific toybox take on Episodes I-IX. The Lego recreations of all nine movies gives you plenty to experience as you blast baddies and solve Force puzzles. But what really makes this game so special is how it turns the entire Star Wars galaxy into an open world to explore, whether it’s on colorful planets or through the vastness of outer space in your trusty starfighter. Lego Star Wars: The Skywalker Saga (for Nintendo Switch) review Luigi's Mansion 3 Luigi's Mansion 3 - Nintendo Switch Standard Edition What started as a weirdly specific parody of Ghostbusters and Resident Evil has become of one the finest Mario spin-off adventures. Luigi’s spooky journey throughout a haunted hotel is arguably the most visually stunning game on the Nintendo Switch. Along with sucking up ghosts, you can now slam them (back) to death and shoot plungers to pull apart the scenery. Your greatest, and grossest, tool has to be Gooigi. This slimy green doppelgänger expands your puzzle-solving powers and provides an easy option for younger co-op partners. Lumines Remastered Lumines Remastered (for Nintendo Switch) 4.5 Excellent Puyo Puyo Tetris is great for classic, competitive block-dropping, but it's a bit overly perky and anime-ish to really relax to. Lumines Remastered is the ultimate chill-out block-dropper, syncing the mesmerizing pattern matching to dozens of hypnotic electronic and trance tracks. Load it on your Switch, put on your favorite headphones, and space out while you build huge combos. Mario & Luigi: Brothership Mario & Luigi: Brothership - Nintendo Switch, Nintendo Switch – OLED Model, Nintendo Switch Lite 4.0 Excellent Mario & Luigi: Brothership revives a Mario RPG subseries as a grand nautical adventure. The plumbers sail the seas, reconnecting scattered islands and battling foes with familiar, frenetic turn-based combat. On Nintendo Switch, the visuals and animations turn Mario and Luigi into cartoon-like characters. Mario & Luigi: Brothership - Nintendo Switch, Nintendo Switch – OLED Model, Nintendo Switch Lite review Mario + Rabbids: Kingdom Battle Mario + Rabbids: Kingdom Battle (for Nintendo Switch) 4.0 Excellent Before Minions, there were Rabbids, Ubisoft's manic, sublingual, noseless horde spawned from Rayman: Raving Rabbids. Then the weird, bug-eyed, rabbit-like creatures caused havoc in their own game series. Now, they're running around Mario's stomping grounds in Mario + Rabbids: Kingdom Battle. This strategy-RPG combines two cartoonish worlds with satisfyingly deep, XCOM-like gameplay for a very fun and strange experience. It's a combination of styles that work much, much better than you'd expect. Mario + Rabbids Sparks of Hope Mario + Rabbids Sparks of Hope (for Nintendo Switch) 4.0 Excellent Mario + Rabbids Kingdom Battle proved that these two mascots could come together for excellent, approachable tactics gameplay. Sparks of Hope is more of the same, but even better. Equipping Sparks lets you further customize your squad’s strategic abilities. Wide open levels provide entertaining exploration between the skirmishes. Mario Golf: Super Rush Mario Golf: Super Rush (for Nintendo Switch) 4.0 Excellent Leave it to Mario to find a way to make golf games feel fresh again. Mario Golf: Super Rush’s standout gimmick has golfers teeing off all at once, and then physically running across the course to take their next shot. You still have to plan smart strokes, but you also need to keep an eye on the clock. The lengthy, single-player adventure teaches you the ropes before you head online to face real challengers on the green. Mario Kart 8 Deluxe Mario Kart 8 Deluxe (for Nintendo Switch) 4.5 Excellent Mario Kart 8 stood out as the best-looking Mario Kart game yet when it came out on the Nintendo Wii U. Instead of making a new Mario Kart for the Nintendo Switch, Nintendo brought Mario Kart 8 to its new game system. In the process, Nintendo threw in both previously released DLC packs and made some few welcome changes to its multiplayer options, justifying the game's full retail price. Mario Kart 8 Deluxe is the most robust game in the series so far, and with the optional portability of the Switch, it ranks as a must-own title. Mario Strikers: Battle League Mario Strikers: Battle League (for Nintendo Switch) 4.0 Excellent Mario has played many sports throughout the years, but Mario Strikers: Battle League gives us the arcade soccer chaos fans have craved for more than a decade. It features fast-paced action, while allowing for depth and skill should you choose to push yourself. Customize your characters with stat-changing gear. Join online clubs to compete in ongoing seasons. And no one animates the Mario universe with as much style and attitude as the developers at Next Level Games. Mario Strikers: Battle League (for Nintendo Switch) review Mario Tennis Aces Mario Tennis Aces (for Nintendo Switch) 4.0 Excellent You don't need to be a sports fan to enjoy Nintendo sports games. If a sport has "Mario" in front of it, it's probably going to be a fun, very unrealistic romp instead of a serious simulation. Mario Tennis Aces is an exciting tennis game not because of any realistic physics, but because of fast, responsive gameplay and strategic mechanics that make matches feel more like rounds in a fighting game than tennis sets. Marvel vs. Capcom Fighting Collection: Arcade Classics Marvel vs. Capcom Fighting Collection: Arcade Classics - Nintendo Switch 4.0 Excellent Marvel vs. Capcom Fighting Collection: Arcade Classics lets you finally relive six legendary 2D fighters starring Marvel superheroes and Capcom icons. From the humble X-Men: Children of the Atom to the over-the-top Marvel vs. Capcom 2, this is vital fighting game history. An art gallery, modern control options, rollback netcode, and the underrated Punisher beat 'em up sweeten the deal. Marvel vs. Capcom Fighting Collection: Arcade Classics - Nintendo Switch review Metal Slug Tactics Metal Slug Tactics (for Nintendo Switch) Metal Slug Tactics trades the mainline series' fast-paced running and gunning for methodical, turn-based strategy gameplay. Still, it's just as action-packed as ever. Line up your units for devastating sync attacks. Enjoy the beautiful old-school sprite work. Plan your turns, hop into a giant tank, and obliterate foes. Metroid Dread Metroid Dread (for Nintendo Switch) 4.5 Excellent After nearly 20 years, Metroid Dread brings Samus Aran back to her 2D, bounty hunting roots for the true Metroid 5. In it, you explore a dense, dangerous new planet full of powers to pick up and enemies to eliminate. From uncompromising boss battles to terrifying chases, Dread more than lives up to its subtitle. If there's anyone strong enough to take down the terror, it's Nintendo's leading lady. Metroid Prime Remastered 5.0 Outstanding Metroid Prime is one of the best games ever made. It takes Super Metroid’s brilliant exploratory action and perfectly translates it to 3D with immaculate level design and immersive first-person shooting. This remaster, which ventures into the remake territory, includes everything that worked in the original, and ups the presentation to modern, beautiful standards. Plus, you can now play with dual-stick controls. Bring on Metroid Prime 4. Metroid Prime Remastered review Miitopia Miitopia (for Nintendo Switch) 3.5 Good Miis can do more than just play Wii Sports. In Miitopia, you use Nintendo’s cartoon caricatures to cast yourself, friends, and family as heroes and villains in a fast-paced, whimsical role-playing game. Turn yourself into a brave knight, while your buddy supports you as a pop star. The joke can’t quite sustain the whole runtime, but Miitopia is wildly entertaining.   Monster Hunter Stories 2: Wings of Ruin Monster Hunter Stories 2: Wings of Ruin (for Nintendo Switch) 4.0 Excellent If traditional Monster Hunter is just too intense for you, Monster Hunter Stories 2 lets you experience this cutthroat world as a turn-based JRPG. Befriend monsters and take them into battle. Hatch eggs to expand your menagerie. Strategic battles draw upon familiar Monster Hunter concepts. And, of course, Rathalos is here. New Pokemon Snap New Pokemon Snap (for Nintendo Switch) 4.0 Excellent The beloved Nintendo 64 spin-off finally gets the update it deserves. Instead of capturing Pokemon and forcing them to battle, New Pokemon Snap asks you to take beautiful photos of Pikachu and friends in their natural surroundings. The on-rails gameplay feels like a nonviolent version of a light gun game. The gorgeous graphics will inspire you to share your best pics online for the world to see. Nickelodeon All-Star Brawl Nickelodeon All-Star Brawl (for Nintendo Switch) 4.0 Excellent Imagine Super Smash Bros., but instead of playing as video game mascots, you control beloved cartoon characters beating each other senseless. That's Nickelodeon All-Star Brawl. From SpongeBob SquarePants to Ren and Stimpy to the Teenage Mutant Ninja Turtles, the roster covers all eras of Nicktoon nostalgia. Beyond the ironic meme potential, "Nick Smash" features genuinely fantastic gameplay made by a team clearly passionate about this particular form of "platform fighting" games. Nickelodeon All-Star Brawl (for Nintendo Switch) review Nintendo Labo Toy-Con 01 Variety Kit Nintendo Labo Toy-Con 01 Variety Kit (for Nintendo Switch) 5.0 Outstanding Labo is a weirder concept than the Switch itself. It's based around building cardboard "Toy-Cons" in which you place the Switch's components to let you do new things with them. It's also surprisingly functional, entertaining, and educational. The Nintendo Labo Variety Kit has all of the parts you need to build several different Toy-Cons like a piano and motorcycle handlebars, and walks you through every step of the process. Just building the Toy-Cons is fascinating, but the Toy-Con Garage mode adds surprisingly robust programming options to let you create your own remote-controlled creations. Nintendo Labo: VR Kit 4.5 Excellent It took over 20 years, but Nintendo finally got over its fear of virtual reality after the disastrous Virtual Boy. The Labo VR Kit lets you build your own VR headset that uses the Nintendo Switch and a set of lenses to create a stereoscopic image, and then insert that headset into different Toy-Con controllers to play a variety of games. That's already a ton of fun for $79.99 (or $39.99 for a starter set that only includes one Toy-Con to build instead of five). Add a programming environment on top that lets you create your own 3D games, and you have an impressive package. No More Heroes III No More Heroes III (for Nintendo Switch) 4.0 Excellent No More Heroes III, like the other games in Suda51’s hack-and-slash trilogy, is a punk art game. Sure, some parts may be “bad,” like the technical jank or empty open worlds. But it’s all in service of larger commentary on everything from schlocky movies to wrestling fandom to the video game industry itself. Plus, cutting aliens down to size feels legitimately fantastic, and really that’s what matters.  Penny's Big Breakaway 4.0 Excellent The creators of Sonic Mania deliver a new indie 3D platformer that feels like a forgotten Sega classic. Use your trusty yo-yo to swing and roll through colorful, tightly designed levels that test your momentum control. Bosses and other enemies are sometimes more annoying than fun, but the movement mechanics are a joy to master. Penny's Big Breakaway review Pikmin 3 Deluxe Pikmin 3 Deluxe (for Nintendo Switch) 3.5 Good Pikmin isn’t the most recognizable Nintendo franchise, but the approachable real-time strategy game carries as much magic as Mario and Zelda. This Wii U port offers more missions and ways to control your army of cute plant creatures. The campaign's local, co-op play opens all kinds of new strategies, too. Veterans of previous Pikmin wars may have seen most of this content before, but Pikmin newcomers should absolutely jump into this tiny, tactical, and tactile world. Pikmin 4 Pikmin 4 (for Nintendo Switch) 4.5 Excellent Pikmin has always been good, but the quirky real-time strategy game has never broken out of its cult status over the past 20 years. Hopefully, that all changes with Pikmin 4. The biggest and best Pikmin game yet, Pikmin 4 gives you new Pikmin to command, a cute and customizable dog companion, and many gorgeous areas to strategically explore whether above ground or in countless caves. The multiplayer could be better, but Pikmin 4 is a top-tier Nintendo game everyone should play. Pikmin 4 (for Nintendo Switch) review Pizza Tower Pizza Tower feels like a fever dream of 1990s cartoons, internet memes, and retro Wario Land games. Don’t let his pudgy exterior fool you. Protagonist Peppino Spaghetti has many incredibly fast and fluid platforming tools, including dashing and wall-running. You’ll need to master those tools to beat levels as fast as possible, without losing your mind. Pokemon Legends: Arceus Pokemon Legends: Arceus (for Nintendo Switch) 3.5 Good Pokemon Legends: Arceus finally gives the Pokemon franchise a long-awaited refresh. Taking place in the distant past of Diamond and Pearl’s Sinnoh region, Arceus lets you capture and study wild Pokemon in a world where humans still fear the creatures. Vast open fields, revamped battle mechanics, and an utterly addictive approach to exploration create the most immersive Pokemon experience yet. Pokemon Let's Go, Pikachu/Eevee! Pokemon: Let's Go, Eevee! 4.0 Excellent If the traditional Pokemon RPGs are still just a bit too complex for you, consider the casual adventures Pokemon Let's Go Pikachu and Let's Go Eevee. This duo remakes the first-generation Pokemon Yellow, with bright, colorful, HD graphics, and a new capture mechanic based on Pokemon Go. In addition, there are trainer battles and turn-based combat for people who dig classic Pokemon. Pokémon Scarlet and Violet Pokémon Scarlet - Nintendo Switch 4.0 Excellent Pokemon Sword and Shield and Pokemon Legends: Arceus experimented with expansive zones, but Pokémon Scarlet and Violet finally turns the monster-catching game into an open-world RPG. As we always suspected, the addictive Pokémon formula works brilliantly when you can go wherever you want, exploring towns and catching whatever monsters you encounter. Lingering technical issues keep it from reaching its full potential, but this is Pokémon's shining future. Pokemon Sword/Shield Pokemon Sword (for Nintendo Switch) 4.0 Excellent Pokemon Let’s Go Pikachu and Eevee were a nice warmup, but Pokemon Sword and Shield are the real home console Pokemon games we’ve been looking forward to playing. Travel across big, open landscapes to capture even bigger Pokemon. New expansions packs in 2020 give trainers even more regions to explore and more Pokemon to battle without having to buy a third version. The Pokedex will be complete before you know it.  Prince of Persia: The Lost Crown 4.5 Excellent Prince of Persia returns to its 2D roots with The Lost Crown, a standout entry in the crowded modern Metroidvania market. Everything just clicks. The massive map is a joy to explore. Clever puzzles make the most of inventive abilities. Deep combat systems allow satisfying expression. Challenging DLC further expands the adventure. And the presentation combines Persian flair with anime exuberance. Prince of Persia: The Lost Crown review Pokemon Unite Pokemon Unite (for Nintendo Switch) 3.5 Good If you’re curious about the MOBA genre, but scared of esports heavy-hitters like Dota 2 and League of Legends, then Pokemon Unite is the perfect place to get started. Two teams of five Pokemon battle each other in real-time to score goals across the map. This free-to-play game is also coming soon to mobile, so you’ll find plenty of aspiring Pokemon masters to challenge. Puyo Puyo Tetris Puyo Puyo Tetris (for Nintendo Switch) 4.5 Excellent Practically everyone in North America has heard of Tetris. Far fewer have heard of Puyo Puyo. Both are block-dropping puzzle games, but while Tetris has been Tetris for decades, Puyo Puyo has had many different tweaks and name changes in attempts to appeal to the west. It came out first as Puyo Pop, then received different licensed incarnations, such as Puzzle Fighter and Dr. Robotnik's Mean Bean Machine. Now, Puyo Puyo is making its mark here, thanks to Sega and a double-billing with Tetris. The pairing results in a title that's plump with game modes, unlockables, and solo and multiplayer options. Red Dead Redemption Red Dead Redemption (for Nintendo Switch) Grand Theft Auto put Rockstar Games on the map, but for many the team's true masterpiece is the epic, open-world Western saga known as Red Dead Redemption. John Marston's cowboy odyssey has the scathing tone you'd expect from the developer, but it also has heart and a sense of tragedy. The Nintendo Switch version perfectly maintains the original gameplay experience, from stylish shootouts to riding your horse across the empty desert. It also includes the Undead Nightmare DLC. Finally, a version of Red Dead you can play in a tent under the stars. Rebel Galaxy Outlaw Rebel Galaxy Outlaw (for Nintendo Switch) Rebel Galaxy Outlaw has enough action-packed, visually dazzling spaceship dogfights to excite any Star Fox fan. The real joy, however, is in the quieter moments, when you act out your galactic trucker fantasies by carrying cargo from space stations named after Texas towns. Improving your ship is a bit of a grind, but it’s a rewarding one. If you get bored, you can always shoot down pirates—or become one yourself. Rocket League Rocket League (for Nintendo Switch) Rocket League is soccer, with remote controlled cars and funny hats. It's amazing how compelling a game can be when the entire point of it is to use a car to knock a ball into a goal, but Rocket League nails it. Wild physics, colorful visuals, and simple game types you can keep coming back to while challenging friends and strangers make this one of the best pseudo-sports games on the Switch. Shovel Knight: Treasure Trove Shovel Knight: Treasure Trove (for Nintendo Switch) Platforming excellence comes to the Nintendo Switch courtesy of Yacht Club Games' Shovel Knight: Treasure Trove. This downloadable package includes the original Shovel Knight, one of 2014's top titles, as well as all the previously released DLC including the Plague of Shadows and Specter of Torment campaigns. If you long for some retro, 2D action, Treasure Trove a a game that you should not miss. Splatoon 3 Splatoon 3 (for Nintendo Switch) 4.0 Excellent Splatoon 3 isn't much different than Splatoon 2 (which in turn wasn't much different from Splatoon 1). However, no other online team-based shooter delivers an experience quite like this. Inking the ground, splatting opponents, and transforming from squid to kid never felt this good. The wealth of solo, cooperative, and competitive modes will keep you busy. Keep the party going with the excellent, roguelike DLC Side Order. Splatoon 3 (for Nintendo Switch) review Street Fighter 30th Anniversary Collection Street Fighter 30th Anniversary Collection (for Nintendo Switch) Street Fighter has been the biggest name in fighting games for decades, and Capcom is proud of that fact. While it really got going with Street Fighter II: The World Warrior, the Street Fighter 30th Anniversary Collection lets you play the original Street Fighter in all of its genre-building glory. And, after you realize how bad that first attempt was, you can play the much better sequels like Super Street Fighter II, Street Fighter Alpha 3, and Street Fighter III: Third Strike. You're looking at a dozen games in this collection, with loads of extra content like soundtracks and sprite data. Streets of Rage 4 Streets of Rage 4 (for Nintendo Switch) Streets of Rage 4 pounds life back into the dead sidescrolling beat ‘em up genre. The gameplay may not have progressed that much since Sega’s trilogy in the 1990s, but taking down hordes of goons with your fists has never looked better thanks to a thoroughly modern illustrated art style. A risky new mechanic that burns health to power special moves, unless you avoid getting hit, adds some fighting-game flair.  Super Bomberman R Super Bomberman R (for Nintendo Switch) 3.5 Good Bomberman's return to console gaming was one of the most surprising moments in the Nintendo's January 2017 Switch game showcase. Considering that the little guy's now the property of Konami, a company that's more known for killing P.T. and warring with Metal Gear maestro Hideo Kojima than making video games, it was shocking to see Super Bomberman R announced as a Nintendo Switch launch title. Thankfully, this newest entry in the beloved, bomb-tossing franchise keeps the series' simple and addicting core gameplay intact, and adds tons of modes, collectible items, and characters to keep things fresh. Super Mario 3D All-Stars Super Mario 3D All-Stars (for Nintendo Switch) 3.5 Good This classic Mario collection combines Super Mario 64, Super Mario Sunshine, and Super Mario Galaxy. They may not have received the radical visual overhaul of the original Super Mario All-Stars, but these are still three of the finest 3D platformers ever made—now playable in HD and on the go. Nintendo says this collection is a limited release, so get it while you can. Super Mario 3D World + Bowser's Fury Super Mario 3D World + Bowser's Fury (for Nintendo Switch) 4.5 Excellent Super Mario 3D World seamlessly blends the free-roaming, open-ended platforming of Mario 3D’s adventures with the concentrated multiplayer mayhem of his latest 2D romps. It was great on Wii U, and now it's even better on Nintendo Switch. However, this package’s real star is Bowser’s Fury, an ambitious spin-off that reimagines what an open-world Mario game can be. Super Mario Bros. Wonder Super Mario Bros. Wonder - Nintendo Switch 4.5 Excellent In the beginning, all Super Mario games were wonderful 2D sidescrollers that dazzled us with their sheer imagination. But as Mario set his sights on 3D heights, the New Super Mario Bros. series turned 2D Mario into a safe and bland nostalgia franchise. No more! Super Mario Bros. Wonder fills 2D Mario to the brim with whimsy, creativity, and joyful confusion. Turn levels into psychedelic dreamscapes! Customize your abilities! Compete against friends online! Transform into an elephant! You can do all of this and more in Super Mario Bros. Wonder. Super Mario Bros. Wonder - Nintendo Switch review Super Mario Maker 2 Super Mario Maker 2 (for Nintendo Switch) 4.5 Excellent Super Mario Maker 2 is a welcome update to the original Super Mario Maker. It adds a new skin, new themes, and plenty of new tools for making more creative and challenging Mario levels. You can create levels based on the graphics and mechanics of Super Mario Bros., Super Mario Bros. 3, Super Mario World, and New Super Mario Bros., just like in the previous Super Mario Maker. These levels can use one of 10 different themes: Ground, Sky, Underground, Forest, Underwater, Ghost House, Desert, Airship, Snow, and Castle. Sky, Forest, Desert, and Snow are new to Super Mario Maker 2. For more variety, you can toggle each theme to its nighttime variant, which adds unique twists to the gameplay. And, of course, you can share your creations online. Super Mario Odyssey Super Mario Odyssey (for Nintendo Switch) 5.0 Outstanding In Super Mario Odyssey, the heroic plumber returns to open-world game design for the first time since the incredible Super Mario 64. Though Odyssey isn't as technically groundbreaking as its predecessor, the action-platformer is packed to the brim with hat-tossing combat. Yes, hat tossing. This time around, Mario has a new friend, Cappy, who lets Mario dispatch enemies with the flick of the wrist. And, even better, Mario can assume the identity of an enemy, gaining its abilities, by plopping Cappy on the foe's head. Super Mario RPG Super Mario RPG - Nintendo Switch (OLED Model), Nintendo Switch Lite, Nintendo Switch 4.0 Excellent Forget Paper Mario or Mario and Luigi. The original Super Mario RPG, a collaboration between Nintendo and Square Enix, first showed us that Mario’s charms could translate to a Final Fantasy-style adventure. This faithful remake offers gorgeous new graphics and increased accessibility. At last, find out who Geno is. Super Mario RPG - Nintendo Switch (OLED Model), Nintendo Switch Lite, Nintendo Switch review Super Monkey Ball Banana Mania Super Monkey Ball Banana Mania (for Nintendo Switch) 4.0 Excellent Only video games can capture the simple pleasures that come from racing monkeys inside balls. Super Monkey Ball Banana Mania remasters hundreds of classic stages from Sega’s obstacle course series in a single, cool package. Don’t let the bright colors and friendly monkey faces fool you. Rolling your monkey to the goal demands an expert understanding of the game’s unforgiving physics. If you get too frustrated, take a break with Banana Mania's wacky, multiplayer mini-games. Super Smash Bros. Ultimate Super Smash Bros. Ultimate (for Nintendo Switch) 4.5 Excellent Super Smash Bros. Ultimate has everything a fan of Nintendo’s crossover mascot fighting game could want. A faster pace better for competitive play. Every single character who has ever appeared in the series, including third-party icons such as Banjo-Kazooie, Cloud Strife, and Solid Snake. There's a new single-player mode chock-full of even more fan service. The theme song even has lyrics now.  Tactics Ogre: Reborn Tactics Ogre Reborn (for Nintendo Switch) 4.0 Excellent The original Tactics Ogre enthralled fans in 1995 thanks to its deep strategy and strong narrative. If you missed out the first time, Tactics Ogre: Reborn gives you another chance to check out this lost classic, the prelude to Final Fantasy Tactics. Just don’t expect hugely revamped graphics. Telling Lies Telling Lies (for Nintendo Switch) Her Story was a test for the kind of interactive story game developer Sam Barlow could pull off with just FMV clips and a fake computer interface. Telling Lies is the Aliens to Her Story’s Alien. Instead of just investigating one woman’s interviews, you follow four different characters. Tracing a nonlinear mystery across so many different threads can get overwhelming. Fortunately, Hollywood actors Logan Marshall-Green, Alexandra Shipp, Kerry Bishé, and Angela Sarafyan make the clips compelling watches in their own right. Besides, we’re all pretty used at communicating through video chat these days.  Triangle Strategy Triangle Strategy (for Nintendo Switch) 4.0 Excellent A tactical follow-up to the gorgeous Octopath Traveler, Triangle Strategy is a luxurious strategy role-playing game that rewards your patience. Soak in the atmosphere on the land. Become invested in the characters and political intrigue. Methodically think through every option during turn-based battles and feel like an absolute strategic genius.  Trombone Champ Trombone Champ (for Nintendo Switch) Rhythm games usually make you feel like an ultra-cool rock god. Not Trombone Champ. This zany title embraces the goofy charm of its titular instrument, delivering an experience that is both awesome and awkward. The purposefully bumbling controls make each song sound like a confused elephant putting on a concert, an effect that's multiplied in local multiplayer. A light progression system unlocks famous trombone players like baseball cards while trying to solve a sinister riddle. The game is also available on PC, but the Switch version deserves props for its hilarious motion controls that take the trombone simulation to the next level. Tokyo Mirage Sessions #FE Encore Tokyo Mirage Sessions #FE Encore (for Nintendo Switch) 3.5 Good While you wait for Persona 5 to come to the Nintendo Switch, Tokyo Mirage Sessions #FE, a late Wii U port, is the next best thing. This bewildering crossover between Fire Emblem and Shin Megami Tensei has players entering the entertainment industry of Japan’s stylish Shibuya and Harajuku districts. Of course, you also do battle against demons by summoning Fire Emblem characters through the power of song. A streamlined battle system and pop music tone should delight players who don’t even care about anime RPGs.  Unicorn Overlord 4.5 Excellent As a Vanillaware game, we’re not surprised that Unicorn Overlord has an unbelievably beautiful illustrated aesthetic. However, the game backs up its looks with deeply strategic role-playing gameplay that requires tactical thinking. Ogre Battle fans, this one’s for you. Unicorn Overlord review Void Bastards Roguelikes can be a polarizing genre as their repetitive nature, random elements, and punishing difficulty threaten to make the entire experience a waste of time. Void Bastards avoids this trap with a core gameplay loop that’s a joy to repeat and an addictive sense of progression stringing you along the whole time.Each new spaceship you raid is basically a tiny comic book-styled System Shock level with spooky enemies to shoot, machinery to hack, character traits to manage, and equipment to salvage. Use that equipment to construct permanent new weapons and perks that make you eager to start another raid. Our journey across the galaxy stretched on for hours because it’s so easy to say “just one more piece of loot.”Note that Void Bastards is published by Humble Bundle, which is owned by PCMag’s parent company, Ziff Davis. WarioWare: Get It Together WarioWare: Get It Together (for Nintendo Switch) 4.0 Excellent WarioWare is one of Nintendo’s best and most shockingly self-aware franchises. It’s about Mario’s gross, evil doppelganger starting a shady game company to get rich. Fortunately for you, these “microgames” remain a pure blast of weird and wonderful bite-sized entertainment. The new gimmick here lets you and a friend tackle challenges with different characters whose unique move sets make you rethink your approach on the fly. Hurry up! Xenoblade Chronicles X: Definitive Edition 4.0 Excellent This late-period Wii U gem finally returns to close out the Nintendo Switch era. A standalone entry of the Xenoblade saga, Xenoblade Chronicles X: Definitive Edition takes place on a lush open-world planet teeming with friendly and hostile creatures. Explore on foot or, eventually, by flying a giant mech. The dynamic RPG combat rewards smart timing and synchronizing party members. Along with improved visuals, this definitive edition adds a new epilogue story. Xenoblade Chronicles X: Definitive Edition review

AGI will be embedded into humanoid robots, which makes white-collar and blue-collar jobs a target ... More for walking/talking automation.getty In today’s column, I examine the highly worrisome qualms expressed that the advent of artificial general intelligence (AGI) is likely to usurp white-collar jobs. The stated concern is that since AGI will be on par with human intellect, any job that relies principally on intellectual pursuits such as typical white-collar work will be taken over via the use of AGI. Employers will realize that rather than dealing with human white-collar workers, they can more readily get the job done via AGI. This, in turn, has led to a rising call that people should aim toward blue-collar jobs, doing so because (presumably) those forms of employment will not be undercut via AGI. Sorry to say, that misses the bigger picture, namely that AGI when combined with humanoid robots is coming not only for white-collar jobs but also blue-collar jobs too. It is a proverbial double-whammy when it comes to the attainment of AGI. Let’s talk about it. This analysis of an innovative AI breakthrough is part of my ongoing Forbes column coverage on the latest in AI, including identifying and explaining various impactful AI complexities (see the link here). Heading Toward AGI And ASI First, some fundamentals are required to set the stage for this weighty discussion. There is a great deal of research going on to further advance AI. The general goal is to either reach artificial general intelligence (AGI) or maybe even the outstretched possibility of achieving artificial superintelligence (ASI). AGI is AI that is considered on par with human intellect and can seemingly match our intelligence. ASI is AI that has gone beyond human intellect and would be superior in many if not all feasible ways. The idea is that ASI would be able to run circles around humans by outthinking us at every turn. For more details on the nature of conventional AI versus AGI and ASI, see my analysis at the link here. We have not yet attained AGI. In fact, it is unknown as to whether we will reach AGI, or that maybe AGI will be achievable in decades or perhaps centuries from now. The AGI attainment dates that are floating around are wildly varying and wildly unsubstantiated by any credible evidence or ironclad logic. ASI is even more beyond the pale when it comes to where we are currently with conventional AI. AGI Problem Only Half Seen Before launching into the primary matter at hand in this discussion, let’s contemplate a famous quote attributed to Charles Kettering, a legendary inventor, who said, “A problem well-stated is a problem half-solved.” I bring this up because those loud clamors right now about the assumption that AGI will replace white-collar workers are only seeing half of the problem. The problem as they see it is that since AGI is intellectually on par with humans, and since white-collar workers mainly use intellect in their work endeavors, AGI is going to be used in place of humans for white-collar work. I will in a moment explain why that’s only half of the problem and there is a demonstrative need to more carefully and fully articulate the nature of the problem. Will AGI Axiomatically Take White-Collar Jobs On a related facet, the belief that AGI will axiomatically replace white-collar labor makes a number of other related key assumptions. I shall briefly explore those and then come back to why the problem itself is only half-baked. The cost of using AGI for doing white-collar work will need to be presumably a better ROI choice over human workers. If not, then an employer would be wiser to stick with humans rather than employing AGI. There seems to often be an unstated belief that AGI is necessarily going to be a less costly route than employing humans. We don’t know yet what the cost of using AGI will be. It could be highly expensive. Indeed, some are worried that the world will divide into the AGI haves and AGI have-nots, partially due to the exorbitant cost that AGI might involve. If AGI is free to use, well, that would seem to be the nail in the coffin related to using human workers for the same capacity. Another angle is that AGI is relatively inexpensive in comparison to human labor. In that case, the use of AGI is likely to win over human labor usage. But if the cost of AGI is nearer to the cost of human labor (all in), or more so, then employers would rationally need to weigh the use of one versus the other. Note that when referring to the cost of human labor, there is more to that calculation than simply the dollar-hour labor rate per se. There are lots of other less apparent costs, such as the cost to manage human labor, the cost of dealing with HR-related issues, and many other factors that come into the weighty matter. Thus, an AGI versus human labor ROI will be more complex than it might seem at an initial glance. In addition, keep in mind that AGI would seemingly be readily switched on and off, and have other capacities that human labor would not equally tend to allow. The Other Half Is Coming Too Assume that by and large the advent of AGI will decimate the need for white-collar human labor. The refrain right now is that people should begin tilting toward blue-collar jobs as an alternative to white-collar jobs. This is a logical form of thinking in the sense that AGI as an intellectual mechanism would be unable to compete in jobs that involve hands-on work. A plumber needs to come to your house and do hands-on work to fix your plumbing. This is a physicality that entails arriving at your physical home, physically bringing and using tools, and physically repairing your faulty home plumbing. A truck driver likewise needs to sit in the cab of a truck and drive the vehicle. These are physically based tasks. There is no getting around the fact that these are hands-on activities. Aha, yes, those are physical tasks, but that doesn’t necessarily mean that only human hands can perform them. The gradual emergence of humanoid robots will provide an alternative to human hands. A humanoid robot is a type of robot that is built to resemble a human in form and function. You’ve undoubtedly seen those types of robots in the many online video recordings showing them walking, jumping, grasping at objects, and so on. A tremendous amount of active research and development is taking place to devise humanoid robots. They look comical right now. You watch those videos and laugh when the robot trips over a mere stick lying on the ground, something that a human would seldom trip over. You scoff when a robot tries to grasp a coffee cup and inadvertently spills most of the coffee. It all seems humorous and a silly pursuit. Keep in mind that we are all observing the development process while it is still taking place. At some point, those guffaws of the humanoid robots will lessen. Humanoid robots will be as smooth and graceful as humans. This will continue to be honed. Eventually, humanoid robots will be less prone to physical errors that humans make. In a sense, the physicality of a humanoid robot will be on par with humans, if not better, due to its mechanical properties. Do not discount the coming era of quite physically capable humanoid robots. AGI And Humanoid Robots Pair Up You might remember that in The Wonderful Wizard of Oz, the fictional character known as The Strawman lacked a brain. Without seeming to anthropomorphize humanoid robots, the current situation is that those robots typically use a form of AI that is below the sophistication level of modern generative AI. That’s fine for now due to the need to first ensure that the physical movements of the robots get refined. I have discussed that a said-to-be realm of Physical AI is going to be a huge breakthrough with incredible ramifications, see my analysis at the link here. The idea underlying Physical AI is that the AI of today is being uplifted by doing data training on the physical world. This also tends to include the use of World Models, consisting of broad constructions about how the physical world works, such as that we are bound to operate under conditions of gravity, and other physical laws of nature, see the link here. The bottom line here is that there will be a close pairing of robust AI with humanoid robots. Imagine what a humanoid robot can accomplish if it is paired with AGI. I’ll break the suspense and point out that AGI paired with humanoid robots means that those robots readily enter the blue-collar worker realm. Suppose your plumbing needs fixing. No worries, a humanoid robot that encompasses AGI will be sent to your home. The AGI is astute enough to carry on conversations with you, and the AGI also fully operates the robot to undertake the plumbing tasks. How did the AGI-paired humanoid robot get to your home? Easy-peasy, it drove a car or truck to get there. I’ve previously predicted that all the work on devising autonomous vehicles and self-driving cars will get shaken up once we have suitable humanoid robots devised. There won’t be a need for a vehicle to contain self-driving capabilities. A humanoid robot will simply sit in the driver’s seat and drive the vehicle. This is a much more open-ended solution than having to craft components that go into and onto a vehicle to enable self-driving. See my coverage at the link here. Timing Is Notable One of the reasons that many do not give much thought to the pairing of AGI with humanoid robots is that today’s humanoid robots seem extraordinarily rudimentary and incapable of performing physical dexterity tasks on par with human capabilities. Meanwhile, there is brazen talk that AGI is just around the corner. AGI is said to be within our grasp. Let’s give the timing considerations a bit of scrutiny. There are three primary timing angles: Option 1: AGI first, then humanoid robots. AGI is attained before humanoid robots are sufficiently devised. Option 2: Humanoid robots first, then AGI. Humanoid robots are physically fluently adept before AGI is attained. Option 3: AGI and humanoid robots arrive about at the same time. AGI is attained and at the same time, it turns out that humanoid robots are fluently adept too, mainly by coincidence and not due to any cross-mixing. A skeptic would insist that there is a fourth possibility, consisting of the possibility that we never achieve AGI and/or we fail to achieve sufficiently physically capable humanoid robots. I am going to reject that possibility. Perhaps I am overly optimistic, but it seems to me that we will eventually attain AGI, and we will eventually attain physically capable humanoid robots. I shall next respectively consider each of the three genuinely reasonable possibilities. Option 1: AGI First, Then Humanoid Robots What if we manage to attain AGI before we manage to achieve physically fluent humanoid robots? That’s just fine. We would indubitably put AGI to work as a partner with humans in figuring out how we can push along the budding humanoid robot development process. It seems nearly obvious that with AGI’s capable assistance, we would overcome any bottlenecks and soon enough arrive at top-notch physically adept humanoid robots. At that juncture, we would then toss AGI into the humanoid robots and have ourselves quite an amazing combination. Option 2: Humanoid Robots First, Then AGI Suppose that we devise very physically adept humanoid robots but have not yet arrived at AGI. Are we in a pickle? Nope. We could use conventional advanced AI inside those humanoid robots. The combination would certainly be good enough for a wide variety of tasks. The odds are that we would need to be cautious about where such robots are utilized. Nonetheless, we would have essentially walking, talking, and productive humanoid robots. If AGI never happens, oh well, we end up with pretty good humanoid robots. On the other hand, once we arrive at AGI, those humanoid robots will be stellar. It’s just a matter of time. Option 3: AGI And Humanoid Robots At The Same Time Let’s consider the potential of AGI and humanoid robots perchance being attained around the same time. Assume that this timing isn’t due to an outright cross-mixing with each other. They just so happen to advance on a similar timeline. I tend to believe that’s the most likely of the three scenarios. Here’s why. First, despite all the hubris about AGI being within earshot, perhaps in the next year or two, which is a popular pronouncement by many AI luminaries, I tend to side with recent surveys of AI developers that put the date around the year 2040 (see my coverage at the link here). Some AI luminaires sneakily play with the definition of AGI in hopes of making their predictions come true sooner, akin to moving the goalposts to easily score points. For my coverage on Sam Altman’s efforts of moving the cheese regarding AGI attainment, see the link here. Second, if you are willing to entertain the year 2040 as a potential date for achieving AGI, that’s about 15 years from now. In my estimation, the advancements being made in humanoid robots will readily progress such that by 2040 they will be very physically adept. Probably be sooner, but let’s go with the year 2040 for ease of contemplation. In my view, we will likely have humanoid robots doing well enough that they will be put into use prior to arriving at AGI. The pinnacle of robust humanoid robots and the attainment of AGI will roughly coincide with each other. Two peas in a pod.Impact Of Enormous Consequences In an upcoming column posting, I will examine the enormous consequences of having AGI paired with fully physically capable humanoid robots. As noted above, this will have a humongous impact on white-collar work and blue-collar work. There will be gargantuan economic impacts, societal impacts, cultural impacts, and so on. Some final thoughts for now. A single whammy is already being hotly debated. The debates currently tend to be preoccupied with the loss of white-collar jobs due to the attainment of AGI. A saving grace seems to be that at least blue-collar jobs are going to be around and thriving, even once AGI is attained. The world doesn’t seem overly gloomy if you can cling to the upbeat posture that blue-collar tasks remain intact. The double whammy is a lot more to take in. But the double whammy is the truth. The truth needs to be faced. If you are having doubts as a human about the future, just remember the famous words of Vince Lombardi: “Winners never quit, and quitters never win.” Humankind can handle the double whammy. Stay tuned for my upcoming coverage of what this entails.

Researchers from the National University of Singapore (NUS) have developed a 3D printed, self-powered mechanoluminescent (ML) photonic skin designed for communication and safety monitoring in underwater environments. The stretchable device emits light in response to mechanical deformation, requires no external power source, and remains functional under conditions such as high salinity and extreme temperatures. The findings were published in Advanced Materials by Xiaolu Sun, Shaohua Ling, Zhihang Qin, Jinrun Zhou, Quangang Shi, Zhuangjian Liu, and Yu Jun Tan. The research was conducted at NUS and Singapore’s Agency for Science, Technology and Research (A*STAR). Schematic of the 3D printed mechanoluminescent photonic skin showing fabrication steps and light emission under deformation. Image via Sun et al., Advanced Materials. 3D printing stretchable light-emitting skins with auxetic geometry The photonic skin was produced using a 3D printing method called direct-ink-writing (DIW), which involves extruding a specially formulated ink through a fine nozzle to build up complex structures layer by layer. In this case, the ink was made by mixing tiny particles of zinc sulfide doped with copper (ZnS:Cu), a material that glows when stretched, with a flexible silicone rubber. These particles serve as the active ingredient that lights up when the material is deformed, while the silicone acts as a soft, stretchable support structure. To make the device more adaptable to movement and curved surfaces, like human skin or underwater equipment, the researchers printed it using auxetic designs. Auxetic structures have a rare mechanical property known as a negative Poisson’s ratio. Unlike most materials, which become thinner when stretched, auxetic designs expand laterally under tension. This makes them ideal for conforming to curved or irregular surfaces, such as joints, flexible robots, or underwater gear, without wrinkling or detaching. Encapsulating the printed skin in a clear silicone layer further improves performance by distributing mechanical stress evenly. This prevents localized tearing and ensures that the light emission remains bright and uniform, even after 10,000 cycles of stretching and relaxing. In previous stretchable light-emitting devices, uneven stress often led to dimming, flickering, or early material failure. Mechanical and optical performance of encapsulated photonic skin across 10,000 stretch cycles. Image via Sun et al., Advanced Materials. Underwater signaling, robotics, and gas leak detection The team demonstrated multiple applications for the photonic skin. When integrated into wearable gloves, the skin enabled light-based Morse code communication through simple finger gestures. Bending one or more fingers activated the mechanoluminescence, emitting visible flashes that corresponded to messages such as “UP,” “OK,” or “SOS.” The system remained fully functional when submerged in cold water (~7°C), simulating deep-sea conditions. In a separate test, the skin was applied to a gas tank mock-up to monitor for leaks. A pinhole defect was covered with the printed skin and sealed using stretchable tape. When pressurized air escaped through the leak, the localized mechanical force caused a bright cyan glow at the exact leak site, offering a passive, electronics-free alternative to conventional gas sensors. To test performance on soft and mobile platforms, the researchers also mounted the photonic skin onto a robotic fish. As the robot swam through water tanks at different temperatures (24°C, 50°C, and 7°C), the skin continued to light up reliably, demonstrating its resilience and utility for marine robotics. Comparison of printed photonic skin structures with different geometries and their conformability to complex surfaces. Image via Sun et al., Advanced Materials. Toward electronics-free underwater communication While LEDs and optical fibers are widely used in underwater lighting systems, their dependence on rigid form factors and external power makes them unsuitable for dynamic, flexible applications. In contrast, the stretchable ML photonic skin developed by NUS researchers provides a self-powered, adaptable alternative for diver signaling, robotic inspection, and leak detection, potentially transforming the toolkit for underwater communication and safety systems. Future directions include enhanced sensory integration and robotic applications, as the team continues exploring robust photonic systems for extreme environments. Photonic skin integrated into gloves for Morse code signaling and applied to robotic fish and gas tanks for underwater safety monitoring. Image via Sun et al., Advanced Materials. The rise of 3D printed multifunctional materials The development of the photonic skin reflects a broader trend in additive manufacturing toward multifunctional materials, structures that serve more than a structural role. Researchers are increasingly using multimaterial 3D printing to embed sensing, actuation, and signaling functions directly into devices. For example, recent work by SUSTech and City University of Hong Kong on thick-panel origami structures showed how multimaterial printing can enable large, foldable systems with high strength and motion control. These and other advances, including conductive FDM processes and Lithoz’s multimaterial ceramic tools, mark a shift toward printing entire systems. The NUS photonic skin fits squarely within this movement, combining mechanical adaptability, environmental durability, and real-time optical output into a single printable form. Read the full article in Advanced Materials Subscribe to the 3D Printing Industry newsletter to keep up with the latest 3D printing news. You can also follow us onLinkedIn and subscribe to the 3D Printing Industry YouTube channel to access more exclusive content. At 3DPI, our mission is to deliver high-quality journalism, technical insight, and industry intelligence to professionals across the AM ecosystem.Help us shape the future of 3D printing industry news with our2025 reader survey. Featured image shows a schematic of the 3D printed mechanoluminescent photonic skin showing fabrication steps and light emission under deformation. Image via Sun et al., Advanced Materials.

How Deepfakes Are Created Generative AI models enable the creation of highly realistic fake media. Most deepfakes today are produced by training deep neural networks on real images, video or audio of a target person. The two predominant AI architectures are generative adversarial networks (GANs) and autoencoders. A GAN consists of a generator network that produces synthetic images and a discriminator network that tries to distinguish fakes from real data. Through iterative training, the generator learns to produce outputs that increasingly fool the discriminator¹. Autoencoder-based tools similarly learn to encode a target face and then decode it onto a source video. In practice, deepfake creators use accessible software: open-source tools like DeepFaceLab and FaceSwap dominate video face-swapping (one estimate suggests DeepFaceLab was used for over 95% of known deepfake videos)². Voice-cloning tools (often built on similar AI principles) can mimic a person’s speech from minutes of audio. Commercial platforms like Synthesia allow text-to-video avatars (turning typed scripts into lifelike “spokespeople”), which have already been misused in disinformation campaigns³. Even mobile apps (e.g. FaceApp, Zao) let users do basic face swaps in minutes⁴. In short, advances in GANs and related models make deepfakes cheaper and easier to generate than ever. Diagram of a generative adversarial network (GAN): A generator network creates fake images from random input and a discriminator network distinguishes fakes from real examples. Over time the generator improves until its outputs “fool” the discriminator⁵ During creation, a deepfake algorithm is typically trained on a large dataset of real images or audio from the target. The more varied and high-quality the training data, the more realistic the deepfake. The output often then undergoes post-processing (color adjustments, lip-syncing refinements) to enhance believability¹. Technical defenses focus on two fronts: detection and authentication. Detection uses AI models to spot inconsistencies (blinking irregularities, audio artifacts or metadata mismatches) that betray a synthetic origin⁵. Authentication embeds markers before dissemination – for example, invisible watermarks or cryptographically signed metadata indicating authenticity⁶. The EU AI Act will soon mandate that major AI content providers embed machine-readable “watermark” signals in synthetic media⁷. However, as GAO notes, detection is an arms race – even a marked deepfake can sometimes evade notice – and labels alone don’t stop false narratives from spreading⁸⁹. Deepfakes in Recent Elections: Examples Deepfakes and AI-generated imagery already have made headlines in election cycles around the world. In the 2024 U.S. primary season, a digitally-altered audio robocall mimicked President Biden’s voice urging Democrats not to vote in the New Hampshire primary. The caller (“Susan Anderson”) was later fined $6 million by the FCC and indicted under existing telemarketing laws¹⁰¹¹. (Importantly, FCC rules on robocalls applied regardless of AI: the perpetrator could have used a voice actor or recording instead.) Also in 2024, former President Trump posted on social media a collage implying that pop singer Taylor Swift endorsed his campaign, using AI-generated images of Swift in “Swifties for Trump” shirts¹². The posts sparked media uproar, though analysts noted the same effect could have been achieved without AI (e.g., by photoshopping text on real images)¹². Similarly, Elon Musk’s X platform carried AI-generated clips, including a parody “Ad” depicting Vice-President Harris’s voice via an AI clone¹³. Beyond the U.S., deepfake-like content has appeared globally. In Indonesia’s 2024 presidential election, a video surfaced on social media in which a convincingly generated image of the late President Suharto appeared to endorse the candidate of the Golkar Party. Days later, the endorsed candidate (who is Suharto’s son-in-law) won the presidency¹⁴. In Bangladesh, a viral deepfake video superimposed the face of opposition leader Rumeen Farhana onto a bikini-clad body – an incendiary fabrication designed to discredit her in the conservative Muslim-majority society¹⁵. Moldova’s pro-Western President Maia Sandu has been repeatedly targeted by AI-driven disinformation; one deepfake video falsely showed her resigning and endorsing a Russian-friendly party, apparently to sow distrust in the electoral process¹⁶. Even in Taiwan (amidst tensions with China), a TikTok clip circulated that synthetically portrayed a U.S. politician making foreign-policy statements – stoking confusion ahead of Taiwanese elections¹⁷. In Slovakia’s recent campaign, AI-generated audio mimicking the liberal party leader suggested he plotted vote-rigging and beer-price hikes – instantly spreading on social media just days before the election¹⁸. These examples show that deepfakes have touched diverse polities (from Bangladesh and Indonesia to Moldova, Slovakia, India and beyond), often aiming to undermine candidates or confuse voters¹⁵¹⁸. Notably, many of the most viral “deepfakes” in 2024 were actually circulated as obvious memes or claims, rather than subtle deceptions. Experts observed that outright undetectable AI deepfakes were relatively rare; more common were AI-generated memes plainly shared by partisans, or cheaply doctored “cheapfakes” made with basic editing tools¹³¹⁹. For instance, social media was awash with memes of Kamala Harris in Soviet garb or of Black Americans holding Trump signs¹³, but these were typically used satirically, not meant to be secretly believed. Nonetheless, even unsophisticated fakes can sway opinion: a U.S. study found that false presidential ads (not necessarily AI-made) did change voter attitudes in swing states. In sum, deepfakes are a real and growing phenomenon in election campaigns²⁰²¹ worldwide – a trend taken seriously by voters and regulators alike. U.S. Legal Framework and Accountability In the U.S., deepfake creators and distributors of election misinformation face a patchwork of tools, but no single comprehensive federal “deepfake law.” Existing laws relevant to disinformation include statutes against impersonating government officials, electioneering (such as the Bipartisan Campaign Reform Act, which requires disclaimers on political ads), and targeted statutes like criminal electioneering communications. In some cases ordinary laws have been stretched: the NH robocall used the Telephone Consumer Protection Act and mail/telemarketing fraud provisions, resulting in the $6M fine and a criminal charge. Similarly, voice impostors can potentially violate laws against “false advertising” or “unlawful corporate communications.” However, these laws were enacted before AI, and litigators have warned they often do not fit neatly. For example, deceptive deepfake claims not tied to a specific victim do not easily fit into defamation or privacy torts. Voter intimidation laws (prohibiting threats or coercion) also leave a gap for non-threatening falsehoods about voting logistics or endorsements. Recognizing these gaps, some courts and agencies are invoking other theories. The U.S. Department of Justice has recently charged individuals under broad fraud statutes (e.g. for a plot to impersonate an aide to swing votes in 2020), and state attorneys general have considered deepfake misinformation as interference with voting rights. Notably, the Federal Election Commission (FEC) is preparing to enforce new rules: in April 2024 it issued an advisory opinion limiting “non-candidate electioneering communications” that use falsified media, effectively requiring that political ads use only real images of the candidate. If finalized, that would make it unlawful for campaigns to pay for ads depicting a candidate saying things they never did. Similarly, the Federal Trade Commission (FTC) and Department of Justice (DOJ) have signaled that purely commercial deepfakes could violate consumer protection or election laws (for example, liability for mass false impersonation or for foreign-funded electioneering). U.S. Legislation and Proposals Federal lawmakers have proposed new statutes. The DEEPFAKES Accountability Act (H.R.5586 in the 118th Congress) would, among other things, impose a disclosure requirement: political ads featuring a manipulated media likeness would need clear disclaimers identifying the content as synthetic. It also increases penalties for producing false election videos or audio intended to influence the vote. While not yet enacted, supporters argue it would provide a uniform rule for all federal and state campaigns. The Brennan Center supports transparency requirements over outright bans, suggesting laws should narrowly target deceptive deepfakes in paid ads or certain categories (e.g. false claims about time/place/manner of voting) while carving out parody and news coverage. At the state level, over 20 states have passed deepfake laws specifically for elections. For example, Florida and California forbid distributing falsified audio/visual media of candidates with intent to deceive voters (though Florida’s law exempts parody). Some states (like Texas) define “deepfake” in statutes and allow candidates to sue or revoke candidacies of violators. These measures have had mixed success: courts have struck down overly broad provisions that acted as prior restraints (e.g. Minnesota’s 2023 law was challenged for threatening injunctions against anyone “reasonably believed” to violate it). Critically, these state laws raise First Amendment issues: political speech is highly protected, so any restriction must be tightly tailored. Already, Texas and Virginia statutes are under legal review, and Elon Musk’s company has sued under California’s law (which requires platforms to label or block deepfakes) as unconstitutional. In practice, most lawsuits have so far centered on defamation or intellectual property (for instance, a celebrity suing over a botched celebrity-deepfake video), rather than election-focused statutes. Policy Recommendations: Balancing Integrity and Speech Given the rapidly evolving technology, experts recommend a multi-pronged approach. Most stress transparency and disclosure as core principles. For example, the Brennan Center urges requiring any political communication that uses AI-synthesized images or voice to include a clear label. This could be a digital watermark or a visible disclaimer. Transparency has two advantages: it forces campaigns and platforms to “own” the use of AI, and it alerts audiences to treat the content with skepticism. Outright bans on all deepfakes would likely violate free speech, but targeted bans on specific harms (e.g. automated phone calls impersonating voters, or videos claiming false polling information) may be defensible. Indeed, Florida already penalizes misuse of recordings in voter suppression. Another recommendation is limited liability: tying penalties to demonstrable intent to mislead, not to the mere act of content creation. Both U.S. federal proposals and EU law generally condition fines on the “appearance of fraud” or deception. Technical solutions can complement laws. Watermarking original media (as encouraged by the EU AI Act) could deter the reuse of authentic images in doctored fakes. Open tools for deepfake detection – some supported by government research grants – should be deployed by fact-checkers and social platforms. Making detection datasets publicly available (e.g. the MIT OpenDATATEST) helps improve AI models to spot fakes. International cooperation is also urged: cross-border agreements on information-sharing could help trace and halt disinformation campaigns. The G7 and APEC have all recently committed to fighting election interference via AI, which may lead to joint norms or rapid response teams. Ultimately, many analysts believe the strongest “cure” is a well-informed public: education campaigns to teach voters to question sensational media, and a robust independent press to debunk falsehoods swiftly. While the law can penalize the worst offenders, awareness and resilience in the electorate are crucial buffers against influence operations. As Georgia Tech’s Sean Parker quipped in 2019, “the real question is not if deepfakes will influence elections, but who will be empowered by the first effective one.” Thus policies should aim to deter malicious use without unduly chilling innovation or satire. References: https://www.security.org/resources/deepfake-statistics/. https://www.wired.com/story/synthesia-ai-deepfakes-it-control-riparbelli/. https://www.gao.gov/products/gao-24-107292. https://technologyquotient.freshfields.com/post/102jb19/eu-ai-act-unpacked-8-new-rules-on-deepfakes. https://knightcolumbia.org/blog/we-looked-at-78-election-deepfakes-political-misinformation-is-not-an-ai-problem. https://www.npr.org/2024/12/21/nx-s1-5220301/deepfakes-memes-artificial-intelligence-elections. https://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fd. https://www.lawfaremedia.org/article/new-and-old-tools-to-tackle-deepfakes-and-election-lies-in-2024. https://www.brennancenter.org/our-work/research-reports/regulating-ai-deepfakes-and-synthetic-media-political-arena. https://firstamendment.mtsu.edu/article/political-deepfakes-and-elections/. https://www.ncsl.org/technology-and-communication/deceptive-audio-or-visual-media-deepfakes-2024-legislation. https://law.unh.edu/sites/default/files/media/2022/06/nagumotu_pp113-157.pdf. https://dfrlab.org/2024/10/02/brazil-election-ai-research/. https://dfrlab.org/2024/11/26/brazil-election-ai-deepfakes/. https://freedomhouse.org/article/eu-digital-services-act-win-transparency. The post The Legal Accountability of AI-Generated Deepfakes in Election Misinformation appeared first on MarkTechPost.

to a T – what a strange thing to happen (Annapurna Interactive) Having your arms stuck in a permeant T-pose leads to a wonderfully surreal narrative adventure, in this new indie treat from Katamari creator Keita Takahashi. Keita Takahashi seems to be a very nice man. We met him back in 2018, and liked him immensely, but we’re genuinely surprise he’s still working in the games industry. He rose to fame with the first two Katamari Damacy games but after leaving Bandai Namco his assertion that he wanted to leave gaming behind and design playgrounds for children seemed like a much more obvious career path, for someone that absolutely doesn’t want to be stuck making sequels or generic action games. That’s certainly not been his fate and while titles like Noby Noby Boy and Wattam were wonderfully weird and inventive they weren’t the breakout hits that his bank balance probably needed. His latest refusal to toe the line probably isn’t destined to make him a billionaire either, but we’re sure that was never the point of to a T. Instead, this is just a relentlessly sweet and charming game about the evils of bullying and the benefits of being nice to people. It’s frequently surreal and ridiculous, but also capable of being serious, and somewhat dark, when it feels the need. Which given all the signing giraffes is quite some accomplishment. The game casts you as a young schoolkid whose arms are permanently stuck in a T-pose, with both stretched out 90° from his torso. If you’re waiting for an explanation as to why then we’re afraid we can’t tell you, because your character (who you can customise and name as you see fit, along with his dog) doesn’t know either. You find out eventually and the answer is… nothing you would expect. This has all been going on for a while before the game starts, as you’re by now well used to sidling through doors and getting your dog to help you dress. You’re also regularly bullied at school, which makes it obvious that being stuck like this is just a metaphor for any difference or peculiarity in real-life. Although the specific situations in to a T are fantastical, including the fact that the Japanese village you live in is also populated by anthropomorphic animals (most notably a cadre of food-obsessed giraffes), its take on bullying is surprisingly nuanced and well written. There’re also some fun songs that are repeated just enough to become unavoidable earworms. The problem is that as well meaning as all this is, there’s no core gameplay element to make it a compelling video game. You can wander around talking to people, and a lot of what they say can be interesting and/or charmingly silly, but that’s all you’re doing. The game describes itself as a ‘narrative adventure’ and that’s very accurate, but what results is the sort of barely interactive experience that makes a Telltale game seem like Doom by comparison. There are some short little mini-games, like cleaning your teeth and eating breakfast, but the only goal beyond just triggering story sequences is collecting coins that you can spend on new outfits. This is gamified quite a bit when you realise your arms give you the ability to glide short distances, but it’s still very basic stuff. One chapter also lets you play as your dog, trying to solve an array of simple puzzles and engaging in very basic platforming, but while this is more interactive than the normal chapters it’s still not really much fun in its own right. More Trending Everything is all very charming – the cartoonish visuals are reminiscent of a slightly more realistic looking Wattam – but none of it really amounts to very much. The overall message is about getting on with people no matter their differences, but while that doesn’t necessarily come across as trite it’s also not really the sort of thing you need a £15 video game, with zero replayability, to tell you about. It also doesn’t help that the game can be quite frustrating to play through, making it hard to know what you’re supposed to do next, or where you’re meant to be going. The lack of camera controls means it’s hard to act on that information even if you do know what destination you’re aiming for, either because the screen is too zoomed in, something’s blocking your view, or you keep getting confused because the perspective changes. As with Wattam, we don’t feel entirely comfortable criticising the game for its failings. We’ll take a game trying to do something new and interesting over a workmanlike sequel any day of the week – whether it succeeds or not – but there’s so little to the experience it’s hard to imagine this fitting anyone to a T. to a T review summary In Short: Charming, silly, and occasionally profound but Keita Takahashi’s latest lacks the gameplay hook of Katamari Damacy, even if it is surprisingly well written. Pros: Wonderfully and unashamedly bizarre, from the premise on down. A great script, that touches on some dark subjects, and charming visuals and music. Cons: There’s very little gameplay involved and what there is, is either very simple or awkward to control. Barely five hours long, with no replayability. Score: 6/10 Formats: PlayStation 5 (reviewed), Xbox Series X/S, and PCPrice: £15.49Publisher: Annapurna InteractiveDeveloper: uvulaRelease Date: 28th May 2025Age Rating: 7 Who knew giraffes were so good at making sandwiches (Annapurna Interactive) Email gamecentral@metro.co.uk, leave a comment below, follow us on Twitter, and sign-up to our newsletter. To submit Inbox letters and Reader’s Features more easily, without the need to send an email, just use our Submit Stuff page here. For more stories like this, check our Gaming page. GameCentral Sign up for exclusive analysis, latest releases, and bonus community content. This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply. Your information will be used in line with our Privacy Policy

From large language models (LLMs) to reasoning agents, today’s AI tools bring unprecedented computational demands. Trillion-parameter models, workloads running on-device, and swarms of agents collaborating to complete tasks all require a new paradigm of computing to become truly seamless and ubiquitous. First, technical progress in hardware and silicon design is critical to pushing the boundaries of compute. Second, advances in machine learning (ML) allow AI systems to achieve increased efficiency with smaller computational demands. Finally, the integration, orchestration, and adoption of AI into applications, devices, and systems is crucial to delivering tangible impact and value. Silicon’s mid-life crisis AI has evolved from classical ML to deep learning to generative AI. The most recent chapter, which took AI mainstream, hinges on two phases—training and inference—that are data and energy-intensive in terms of computation, data movement, and cooling. At the same time, Moore’s Law, which determines that the number of transistors on a chip doubles every two years, is reaching a physical and economic plateau. For the last 40 years, silicon chips and digital technology have nudged each other forward—every step ahead in processing capability frees the imagination of innovators to envision new products, which require yet more power to run. That is happening at light speed in the AI age. As models become more readily available, deployment at scale puts the spotlight on inference and the application of trained models for everyday use cases. This transition requires the appropriate hardware to handle inference tasks efficiently. Central processing units (CPUs) have managed general computing tasks for decades, but the broad adoption of ML introduced computational demands that stretched the capabilities of traditional CPUs. This has led to the adoption of graphics processing units (GPUs) and other accelerator chips for training complex neural networks, due to their parallel execution capabilities and high memory bandwidth that allow large-scale mathematical operations to be processed efficiently. But CPUs are already the most widely deployed and can be companions to processors like GPUs and tensor processing units (TPUs). AI developers are also hesitant to adapt software to fit specialized or bespoke hardware, and they favor the consistency and ubiquity of CPUs. Chip designers are unlocking performance gains through optimized software tooling, adding novel processing features and data types specifically to serve ML workloads, integrating specialized units and accelerators, and advancing silicon chip innovations, including custom silicon. AI itself is a helpful aid for chip design, creating a positive feedback loop in which AI helps optimize the chips that it needs to run. These enhancements and strong software support mean modern CPUs are a good choice to handle a range of inference tasks. Beyond silicon-based processors, disruptive technologies are emerging to address growing AI compute and data demands. The unicorn start-up Lightmatter, for instance, introduced photonic computing solutions that use light for data transmission to generate significant improvements in speed and energy efficiency. Quantum computing represents another promising area in AI hardware. While still years or even decades away, the integration of quantum computing with AI could further transform fields like drug discovery and genomics. Understanding models and paradigms The developments in ML theories and network architectures have significantly enhanced the efficiency and capabilities of AI models. Today, the industry is moving from monolithic models to agent-based systems characterized by smaller, specialized models that work together to complete tasks more efficiently at the edge—on devices like smartphones or modern vehicles. This allows them to extract increased performance gains, like faster model response times, from the same or even less compute. Researchers have developed techniques, including few-shot learning, to train AI models using smaller datasets and fewer training iterations. AI systems can learn new tasks from a limited number of examples to reduce dependency on large datasets and lower energy demands. Optimization techniques like quantization, which lower the memory requirements by selectively reducing precision, are helping reduce model sizes without sacrificing performance.  New system architectures, like retrieval-augmented generation (RAG), have streamlined data access during both training and inference to reduce computational costs and overhead. The DeepSeek R1, an open source LLM, is a compelling example of how more output can be extracted using the same hardware. By applying reinforcement learning techniques in novel ways, R1 has achieved advanced reasoning capabilities while using far fewer computational resources in some contexts. The integration of heterogeneous computing architectures, which combine various processing units like CPUs, GPUs, and specialized accelerators, has further optimized AI model performance. This approach allows for the efficient distribution of workloads across different hardware components to optimize computational throughput and energy efficiency based on the use case. Orchestrating AI As AI becomes an ambient capability humming in the background of many tasks and workflows, agents are taking charge and making decisions in real-world scenarios. These range from customer support to edge use cases, where multiple agents coordinate and handle localized tasks across devices. With AI increasingly used in daily life, the role of user experiences becomes critical for mass adoption. Features like predictive text in touch keyboards, and adaptive gearboxes in vehicles, offer glimpses of AI as a vital enabler to improve technology interactions for users. Edge processing is also accelerating the diffusion of AI into everyday applications, bringing computational capabilities closer to the source of data generation. Smart cameras, autonomous vehicles, and wearable technology now process information locally to reduce latency and improve efficiency. Advances in CPU design and energy-efficient chips have made it feasible to perform complex AI tasks on devices with limited power resources. This shift toward heterogeneous compute enhances the development of ambient intelligence, where interconnected devices create responsive environments that adapt to user needs. Seamless AI naturally requires common standards, frameworks, and platforms to bring the industry together. Contemporary AI brings new risks. For instance, by adding more complex software and personalized experiences to consumer devices, it expands the attack surface for hackers, requiring stronger security at both the software and silicon levels, including cryptographic safeguards and transforming the trust model of compute environments. More than 70% of respondents to a 2024 DarkTrace survey reported that AI-powered cyber threats significantly impact their organizations, while 60% say their organizations are not adequately prepared to defend against AI-powered attacks. Collaboration is essential to forging common frameworks. Universities contribute foundational research, companies apply findings to develop practical solutions, and governments establish policies for ethical and responsible deployment. Organizations like Anthropic are setting industry standards by introducing frameworks, such as the Model Context Protocol, to unify the way developers connect AI systems with data. Arm is another leader in driving standards-based and open source initiatives, including ecosystem development to accelerate and harmonize the chiplet market, where chips are stacked together through common frameworks and standards. Arm also helps optimize open source AI frameworks and models for inference on the Arm compute platform, without needing customized tuning.  How far AI goes to becoming a general-purpose technology, like electricity or semiconductors, is being shaped by technical decisions taken today. Hardware-agnostic platforms, standards-based approaches, and continued incremental improvements to critical workhorses like CPUs, all help deliver the promise of AI as a seamless and silent capability for individuals and businesses alike. Open source contributions are also helpful in allowing a broader range of stakeholders to participate in AI advances. By sharing tools and knowledge, the community can cultivate innovation and help ensure that the benefits of AI are accessible to everyone, everywhere. Learn more about Arm’s approach to enabling AI everywhere. This content was produced by Insights, the custom content arm of MIT Technology Review. It was not written by MIT Technology Review’s editorial staff. This content was researched, designed, and written entirely by human writers, editors, analysts, and illustrators. This includes the writing of surveys and collection of data for surveys. AI tools that may have been used were limited to secondary production processes that passed thorough human review.

Headset maker Turtle Beach has dug deep to deliver some new accessories for the Nintendo Switch console including wallet-friendly headsets and controllers for kid gamersTech15:26, 25 May 2025Updated 15:32, 25 May 2025Rematch Invincible MarioHeadset maker Turtle Beach has debuted a host of new Switch gizmos.They’re well known for their amazing audio cans but the accessory chiefs have stretched their legs and gone into controllers too for this batch of lower-priced offerings.‌The best of the gear is arguably the new Rematch controllers approved by Nintendo for their handheld.‌They are wireless and sync effortlessly to your console so you can avoid that dreaded Joy-Con drift and get gaming like a pro from as far as 30ft away.They’re a little plasticky in the feel, but have a lovely Xbox controller-style look and design to them, fitting comfortably in the grip.We tried the Mario star themed one and it’s great for kids who want a nice colourful joypad that also glows in the dark at night time after having been exposed to light.Article continues belowThe battery lasts a whopping 40-odd hours and is rechargeable via USB-C.The Rematch has a 40 hour battery lifeREAD MORE: Daily Star's newsletter brings you the biggest and best stories – sign up todayREAD MORE: Xenoblade Chronicles X Definitive Edition review: Cult classic gets new life on SwitchYou also have two programmable buttons on the back of the device to enhance in-game actions.‌And there’s motion control built-in too, so you can do your Wii-style bowling or tennis play with this controller just like a Joy-Con.Not bad for £49.99.Kids will also love the colourful Airlite Fit wired gaming headset for the handheld console.‌They cost £20 and for that you do get a somewhat compromised version of that famous Turtle Beach gaming sound, finely tuned audio through 40mm speakers.Again, officially licensed by Nintendo, they come in three different colours, including white and black and a neon purple.The Airlite Fit costs just £20 and has a wired connection‌We tried the classic red and blue mixed headset, one side red the other blue, that replicates the look of a classic Switch machine.Article continues belowThey’ve got soft padding under the hard plastic black headband, giving gamers a bit of comfort during long sessions at the screen.And the ear cups themselves are firmly padded, which is great for young ears.You have a flip-up-to-mute microphone built in that is flexible for positioning in front of the mouth and a 3.5mm cable connection for hard-wired audio.‌‌‌