Multi-class zero-shot embedding classification and error checking The post Pairwise Cross-Variance Classification appeared first on Towards Data Science.

Best of Summer Game Fest 2025 trailers – Mortal Shell 2, Game Of Thrones and more GameCentral Published June 7, 2025 3:33am Updated June 7, 2025 7:01am The Resident Evil and friends show (YouTube) Watch all the most interesting trailers from the biggest summer preview event of the year, including Sonic Racing: CrossWorlds, Code Vein 2, and Wu-Tang: Rise Of The Deceiver. You never know what you’re going to get with Summer Game Fest, the would-be replacement for E3 hosted by The Games Awards creator Geoff Keighley. Some years there’s tons of big name reveals and some years it’s mostly just AA and indie titles. This is one of those years. That doesn’t mean there was nothing of interest, but the mic drop reveal at the end of the two hour long show was Resident Evil Requiem, and it was by far the biggest game to be featured. Despite being only a day after the Nintendo Switch 2 launch, and Nintendo registered as a partner, the only time the console was even mentioned was a brief ad for Cyberpunk 2077: Ultimate Edition. Although that does probably increase the chances of a Nintendo Direct later in the month. There were a few notable trends for the games at this year’s Summer Game Fest: a lot of Soulslike titles with dark grey visuals, a lot of anime games, and plenty of live service titles still trying their luck at hitting the big time. So, if the thought of that doesn’t appeal you may find the pickings relatively thin. Although there’s also Jurassic World Evolution 3 and the Deadpool VR game if you fancy something different. Mortal Shell 2 Expert, exclusive gaming analysis Sign up to the GameCentral newsletter for a unique take on the week in gaming, alongside the latest reviews and more. Delivered to your inbox every Saturday morning. The first annoucement was Mortal Shell 2, a sequel to the 2020 Dark Souls clone that is still one of our favourite Soulslikes not made by FromSoftware. Developed by a mere 30-man team (Keighley was keen to highlight that many of the games were by surprisingly small developers) the sequel seems to be going for a more overt horror atmosphere, while there was a lot more gun combat than usual for the genre. It’s out sometime in 2026. Death Stranding 2: On The Beach It’s never a surprise to see Hideo Kojima at a Geoff Keighley event but the cut scene he decided to show for Death Stranding 2 was not exactly the most enthralling. It featured Luca Marinelli as Neil and his real-life wife Alyssa Jung as therapist Lucy, arguing about the fact that he’s forgotten who she is. Neil is apparently the villain of the piece, and the one dressed up in Solid Snake cosplay in some of the previous images. The game itself is out in just a few weeks, on June 26. Sonic Racing: CrossWorlds Sega had a strange little dig at Mario Kart World during their reveal of Sonic’s latest kart racer, pointing out that it has cross-play… even though Mario Kart is obviously only on Nintendo formats. The game looked good, but the focus of the demonstration was crossover characters from other games, including Hatsune Miku, Ichiban Kasuga from Like A Dragon, Joker from Persona 5, and Steve from Minecraft. The game will be released on September 25 for every format imaginable. Code Vein 2 We’re really not sure the art style in this unexpected sequel to the 2019 Soulslike works very well, with its anime characters and realistic backdrops, but at least it’s something a bit different. The original didn’t seem quite successful enough to justify a follow-up, but the action looks good and at least it’s one Soulslike that’s not copying FromSoftware’s visuals as well as its gameplay. It’ll be released for Xbox Series X, PlayStation 5, and PC sometime next year. Game Of Thrones: War For Westeros It does seem madness that there’s never been a console action game based on Game Of Thrones. There still isn’t, but at least this real-time strategy game isn’t just some seedy mobile title. Unfortunately, the pre-rendered trailer never showed a hint of any gameplay, so there’s no clue as to what it’s actually like, but apparently it involves ‘ruthless free-for-all battles where trust is fleeting and power is everything’. It’s out next year and seems to be PC-only, which is a shame as it could have worked as a spiritual sequel to EA’s old Lord Of The Rings real-time strategies. Onimusha: Way Of The Sword It’s been a very busy week for Capcom this week, with Pragmata re-unveiled at the State of Play on Wednesday and Resident Evil Requiem being the big reveal at the end of Summer Game Fest. But we also got a new gameplay trailer for the reboot of Onimusha, which looks extremely pretty and continued the series’ tradition of not even trying to have anyone sound like they’re actually from Japan (like Resident Evil, the originals only had English voiceovers). There’s no release date yet, but it’s out next year on Xbox Series X/S, PlayStation 5, and PC. Felt That: Boxing One of the strangest reveals of the show was what seems to be a Muppet version of Punch-Out!!, with the potty-mouthed puppets taking part in what also probably counts as a homage to Rocky. The gameplay does seem almost identical to Nintendo’s old boxing game but hopefully there’s a bit more to it than that. The game doesn’t have a release date and is currently scheduled only for PC. ARC Raiders Expected to be the next big thing in online shooters, the only thing ARC Raiders has been missing is a release date, but it finally got that at Summer Game Fest. It’ll be out on October 30 for Xbox Series X/S, PlayStation 5, and PC, which is interesting because that’s right around the time you’d expect this year’s Call Of Duty to come out – and the new Battlefield, if EA launches it this year. ARC Raiders’ strong word of mouth gives it a head start though, which could make for an interesting autumn shootout. Out Of Words When we interviewed Jospeh Fares about Split Fiction, we asked him why he thought no one had ever tried to copy his games, despite their huge success. He didn’t know but finally another developer seems to have wondered the same thing and Out Of Words does look very reminiscent of It Takes Two in particular. The hand-crafted, stop motion visuals are neat though and it’s definitely one to watch, even if it doesn’t have a release date yet. Lego Voyagers Another game taking inspiration from Split Fiction, at least in the sense that it has a friend pass that means only one person has to own a copy of the game to play online co-op. It’s by the creators of the very good Lego Builder’s Journey and rather than being based on Lego licensed sets, or any other established toy line, it’s all about solving puzzles by building Lego structures. If it’s as good as Lego Builder’s Journey it’ll be doing very well indeed, although there’s no release date yet. Mixtape Between South Of Midnight and The Midnight Walk, and Out Of Words, stop motion animation Is suddenly very popular for video games. The art style in this new game from Annapurna was notably different though, and while we’re not entirely sure what’s going on in terms of the gameplay the 80s soundtrack sounds like it’ll be the best thing since GTA: Vice City. Acts Of Blood Made by just nine people in Indonesia, this very bloody looking beat ‘em-up looked extremely impressive, and also very reminiscent of the violence in Oldboy. We didn’t quite gather what was going on in terms of the story but we’re sure revenge has something to do with it, as you beat down hordes of goons and get a Mortal Kombat style view of an opponent’s skeleton, when you manage to put a big enough dent in it. It’ll be out on PC next summer. Scott Pilgrim EX We can’t say we’ve ever been fans of Scott Pilgrim, either the comics or the film, but the 2D graphics for this new scrolling beat ‘em-up look gorgeous. It’s clearly intended as follow-up to Ubisoft’s film tie-in from 2010, which was well received by many, and is by the same team behind Teenage Mutant Ninja Turtles: Shredder’s Revenge and Marvel Cosmic Invasion (which was also at Summer Game Fest and announced Rocket Racoon and She-Hulk as characters). It’ll be out on current and last gen consoles and PC next year. Hitman: World of Assassination Although 007 First Light did get a quick name check on stage, developer and publisher IO Interactive instead spent their time talking about Agent 47 in MindsEye and Mads Mikkelsen in Hitman: World of Assassination (aka Hitman 3). He’ll be reprising the role of Le Chiffre as the latest elusive target in the game – a special character, usually played by a famous actor, that is only available to assassinate for 30 days, starting from today. That’s neat but it’s also interesting that it implied IO has a considerable amount of leeway with the Bond licence and what they can do with it. Lego Party! The other Lego game to be unveiled was an outrageously obvious clone of Mario Party, only with 300 different minifigures instead of the Mushroom Kingdom crew. These can be rearranged in trillions of different combinations, in order to compete for stars golden bricks and play 60 different mini-games. We’re big fans of Mario Party (and Lego) so if this manages to be as fun as Nintendo’s games then we’re all for it. It’ll be release for both consoles and PC this year. Blighted A new game from Drinkbox Studios, makers of Guacamelee! and Nobody Saves The World is immediately of interest but this Diablo-esque role-player looks a bit more serious and horror tinged than their previous games. It also seems to be channelling Hades creator Supergiant Games, none of which is a bad thing. Whether it’s a Metroidvania or not isn’t clear but at certainly points in the trailer it definitely seems to have co-op. It’s not certain which formats it’s coming to but it’s out on PC next year. Infinitesimals A lot of people are probably going to compare this to online survival game Grounded, but the plot makes it sound like a more serious version of Pikmin, with aliens visiting Earth and battling with both insects and some sort of mechanical robot menace, as you search for your lost crew. It’s out for consoles and PC next year and while there’s very little concrete information on the gameplay the visuals certainly look impressive. Wu-Tang: Rise Of The Deceiver Whether you care about the Wu-Tang Clan or not this had some of the nicest visuals of any game at the show. They seemed fairly obviously influenced by the Into The Spider-Verse movies, but that’s no bad thing, and we’re only surprised that hasn’t happened before. The idea of a Wu-Tan action role-playing game was leaked quite a while ago, where it was described as Diablo meets Hi-Fi Rush, which does seem to fit with what you see in the trailer. There’s no release date so far. Into The Unwell There were a lot of great looking games at the show, but this might have been our favourite, with its 40s style animation reminiscent of a 3D Cuphead. It’s a bit hard to tell exactly what’s going on with the story but you seem to be playing an alcohol abusing cartoon character who’s been tricked by the Devil into… taking part in a third person action roguelite, that also has three-player co-op. There’s no release date but if it looks as good as it plays it’ll be doing very well indeed. Stranger than Heaven The final reveal before Resident Evil Requiem was what was previously codenamed Project Century and while it looks like a Yakuza spin-off it’s not actually part of the franchise, even though it’s by the same developer. Sega didn’t explain much, but when the game was first introduced it was set in Japan in 1915 and yet this trailer is set in 1943 (i.e. in the middle of the Second World War). More Trending Given the codename that probably implies you’re playing in multiple time periods across the whole century. There was no mention of formats or a release date though, so it’s probably still quite a while away from release. Resident Evil Requiem was the biggest news of the night (YouTube) Email gamecentral@metro.co.uk, leave a comment below, follow us on Twitter. 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

Additive Manufacturing UK (AMUK)’s first Members Forum of 2025 was held at Siemens’ UK headquarters in South Manchester earlier this year. The event featured presentations from AMUK members and offered attendees a chance to network and share insights.  Ahead of the day-long meetup, 3D Printing Industry caught up with Joshua Dugdale, Head of AMUK, to learn more about the current state of additive manufacturing and the future of 3D printing in Britain.  AMUK is the United Kingdom’s primary 3D printing trade organization. Established in 2014, it operates within the Manufacturing Technologies Association (MTA) cluster. Attendees at this year’s first meetup spanned the UK’s entire 3D printing ecosystem. Highlights included discussion on precious materials from Cookson Industrial, simulation software from Siemens, digital thread solutions from Kaizen PLM, and 3D printing services provided by ARRK.  With a background in mechanical engineering, Dugdale is “responsible for everything and anything AMUK does as an organization.” According to the Loughborough University alumnus, who is also Head of Technology and Skills at the MTA, AMUK’s core mission is to “create an environment in the UK where additive manufacturing can thrive.” He elaborated on how his organization is working to increase the commercial success of its members within the “struggling” global manufacturing environment. Dugdale shared his perspective on the key challenges facing 3D printing in the UK. He pointed to a “tough” operating environment hampered by global financial challenges, which is delaying investments.  Despite this, AMUK’s leader remains optimistic about the sector’s long-term potential, highlighting the UK’s success in R&D and annual 3D printing intellectual property (IP) output. Dugdale emphasized the value of 3D printing for UK defense and supply chain resilience, arguing that “defense will lead the way” in 3D printing innovation.  Looking ahead, Dugdale called on the UK Government to create a unified 3D printing roadmap to replace its “disjointed” approach to policy and funding. He also shared AMUK’s strategy for 2025 and beyond, emphasizing a focus on eductaion, supply chain visibility, and standards. Ultimately, the AMUK figurehead shared a positive outlook on the future of 3D printing in the UK. He envisions a new wave of innovation that will see more British startups and university spinouts emerging over the next five years.          Siemens’ Manchester HQ hosted the first AMUK Members Forum of 2025. Photo by 3D Printing Industry. What is the current state of additive manufacturing in the UK? According to Dugdale, the 3D printing industry is experiencing a challenging period, driven largely by global economic pressures. “I wouldn’t describe it as underperforming, I’d describe it as flat,” Dugdale said. “The manufacturing sector as a whole is facing significant challenges, and additive manufacturing is no exception.” He pointed to increased competition, a cautious investment climate, and the reluctance of businesses to adopt new technologies due to the economic uncertainty.  Dugdale specifically highlighted the increase in the UK’s National Insurance contribution (NIC) rate for employers, which rose from 13.8% to 15% on April 6, 2025. He noted that many British companies postponed investment decisions ahead of the announcement, reflecting growing caution within the UK manufacturing sector. “With additive manufacturing, people need to be willing to take risks,” added Dugdale. “People are holding off at the moment because the current climate doesn’t favor risk.”  Dugdale remains optimistic about the sector’s long-term potential, arguing that the UK continues to excel in academia and R&D. However, for Dugdale, commercializing that research is where the country must improve before it can stand out on the world stage. This becomes especially clear when compared to countries in North America and Asia, which receive significantly greater financial support. “We’re never going to compete with the US and China, because they have so much more money behind them,” he explained. In a European context, Dugdale believes the UK “is doing quite well.” However, Britain remains below Spain in terms of financial backing and technology adoption. “Spain has a much more mature industry,” Dugdale explained. “Their AM association has been going for 10 years, and it’s clear that their industry is more cohesive and further along. It’s a level of professionalism we can learn from.” While the Iberian country faces similar challenges in standards, supply chain, and visibility, it benefits from a level of cohesion that sets it apart from many other European countries. Dugdale pointed to the Formnext trade show as a clear example of this disparity. He expects the Spanish pavilion to span around 200 square meters and feature ten companies at this year’s event, a “massive” difference compared to the UK’s 36 square meters last year. AMUK’s presence could grow to around 70 square meters at Formnext 2025, but this still lags far behind. Dugdale attributes this gap to government support. “They get more funding. This makes it a lot more attractive for companies to come because there’s less risk for them,” he explained.   Josh Dugdale speaking at the AMUK Members Forum in Manchester. Photo by 3D Printing Industry. 3D printing for UK Defense  As global security concerns grow, the UK government has intensified efforts to bolster its defense capabilities. In this context, 3D printing is emerging as a key enabler. Earlier this year, the Ministry of Defence (MoD) released its first Defence Advanced Manufacturing Strategy, outlining a plan to “embrace 3D printing,” with additive manufacturing expected to play a pivotal role in the UK’s future military operations.  Dugdale identified two key advantages of additive manufacturing for defense: supply chain resilience and frontline production. For the former, he stressed the importance of building localized supply chains to reduce lead times and eliminate dependence on overseas shipments. This capability is crucial for ensuring that military platforms, whether on land, at sea, or in the air, remain operational.  3D printing near the front lines offers advantages for conducting quick repairs and maintaining warfighting capabilities in the field. “If a tank needs to get back off the battlefield, you can print a widget or bracket that’ll hold for just five miles,” Dugdale explained. “It’s not about perfect engineering; it’s about getting the vehicle home.”  The British Army has already adopted containerized 3D printers to test additive manufacturing near the front lines. Last year, British troops deployed metal and polymer 3D printers during Exercise Steadfast Defender, NATO’s largest military exercise since the Cold War. Dubbed Project Bokkr, the additive manufacturing capabilities included XSPEE3D cold spray 3D printer from Australian firm SPEE3D.     Elsewhere in 2024, the British Army participated in Additive Manufacturing Village 2024, a military showcase organized by the European Defence Agency. During the event, UK personnel 3D printed 133 functional parts, including 20 made from metal. They also developed technical data packs (TDPs) for 70 different 3D printable spare parts. The aim was to equip Ukrainian troops with the capability to 3D print military equipment directly at the point of need. Dugdale believes success in the UK defense sector will help drive wider adoption of 3D printing. “Defense will lead the way,” he said, suggesting that military users will build the knowledge base necessary for broader civilian adoption. This could also spur innovation in materials science, an area Dugdale expects to see significant advancements in the coming years.     A British Army operator checks a part 3D printed on SPEE3D’s XSPEE3D Cold Spray 3D printer. Photo via the British Army. Advocating for a “unified industrial strategy” Despite promising growth in defence, Dugdale identified major hurdles that still hinder the widespread adoption of additive manufacturing (AM) in the UK.  A key challenge lies in the significant knowledge gap surrounding the various types of AM and their unique advantages. This gap, he noted, discourages professionals familiar with traditional manufacturing methods like milling and turning from embracing 3D printing. “FDM is not the same as WAAM,” added Dugdale. “Trying to explain that in a very nice, coherent story is not always easy.” Dugdale also raised concerns about the industry’s fragmented nature, especially when it comes to software compatibility and the lack of interoperability between 3D printing systems. “The software is often closed, and different machines don’t always communicate well with each other. That can create fear about locking into the wrong ecosystem too early,” he explained.  For Dugdale, these barriers can only be overcome with a clear industrial strategy for additive manufacturing. He believes the UK Government should develop a unified strategy that defines a clear roadmap for development. This, Dugdale argued, would enable industry players to align their efforts and investments.  The UK has invested over £500 million in AM-related projects over the past decade. However, Dugdale explained that fragmented funding has limited its impact. Instead, the AMUK Chief argues that the UK Government’s strategy should recognize AM as one of “several key enabling technologies,” alongside machine tooling, metrology, and other critical manufacturing tools.  He believes this unified approach could significantly boost the UK’s productivity and fully integrate 3D printing into the wider industrial landscape. “Companies will align themselves with the roadmap, allowing them to grow and mature at the same rate,” Dugdale added. “This will help us to make smarter decisions about how we fund and where we fund.”    AMUK’s roadmap and the future of 3D printing in the UK    When forecasting 3D printing market performance, Dugdale and his team track five key industries: automotive, aerospace, medical, metal goods, and chemical processes. According to Dugdale, these industries are the primary users of machine tools, which makes them crucial indicators of market health. AMUK also relies on 3D printing industry surveys to gauge confidence, helping them to spot trends even when granular data is scarce. By comparing sector performance with survey-based confidence indicators, AMUK builds insights into the future market trajectory. The strong performance of sectors like aerospace and healthcare, which depend heavily on 3D printing, reinforces Dugdale’s confidence in the long-term potential of additive manufacturing. Looking ahead to the second half of 2025, AMUK plans to focus on three primary challenges: supply chain visibility, skills development, and standards. Dugdale explains that these issues remain central to the maturation of the UK’s AM ecosystem. Education will play a key role in these efforts.  AMUK is already running several additive manufacturing upskilling initiatives in schools and universities to build the next generation of 3D printing pioneers. These include pilot projects that introduce 3D printing to Key Stage 3 students (aged 11) and AM university courses that are tailored to industry needs.  In the longer term, Dugdale suggests AMUK could evolve to focus more on addressing specific industry challenges, such as net-zero emissions or automotive light-weighting. This would involve creating specialized working groups that focus on how 3D printing can address specific pressing issues.  Interestingly, Dugdale revealed that AMUK’s success in advancing the UK’s 3D printing industry could eventually lead to the organization being dissolved and reabsorbed into the MTA. This outcome, he explained, would signal that “additive manufacturing has really matured” and is now seen as an integral part of the broader manufacturing ecosystem, rather than a niche technology. Ultimately, Dugdale is optimistic for the future of 3D printing in the UK. He acknowledged that AMUK is still “trying to play catch-up for the last 100 years of machine tool technology.” However, additive manufacturing innovations are set to accelerate. “There’s a lot of exciting research happening in universities, and we need to find ways to help these initiatives gain the funding and visibility they need,” Dugdale urged. As the technology continues to grow, Dugdale believes additive manufacturing will gradually lose its niche status and become a standard tool for manufacturers. “In ten years, we could see a generation of workers who grew up with 3D printers at home,” he told me. “For them, it will just be another technology to use in the workplace, not something to be amazed by.”  With this future in mind, Dugdale’s vision for 3D printing is one of broad adoption, supported by clear strategy and policy, as the technology continues to evolve and integrate into UK industry.  Take the 3DPI Reader Survey — shape the future of AM reporting in under 5 minutes. Who won the 2024 3D Printing Industry Awards? Subscribe to the 3D Printing Industry newsletter to keep up with the latest 3D printing news.You can also follow us on LinkedIn, and subscribe to the 3D Printing Industry Youtube channel to access more exclusive content.

WWDC 2025, Apple’s annual developers conference, starts at 10 a.m. PT / 1 p.m. ET. Monday. Last year’s event was notable for its focus on AI, and this year, there is considerable pressure on the company to build on its promises, and to change the narrative after months of largely negative headlines. As in previous years, the company will focus on software updates and new technologies, including the next version of iOS, which is rumored to have the most significant design changes since the introduction of iOS 7. But iOS 19 (or 26, if other rumors about the new naming system are true) isn’t the only thing the company will announce at WWDC 2025. Here’s how you can watch the keynote livestream. iOS is getting the most dramatic design change in over a decade When Apple introduced a major overhaul to iOS back in 2013 with the launch of iOS 7, it felt jarring for many users with the shift from the prior skeuomorphic design with gradients and real-world textures to the more colorful, but flat, design style that reflected Apple’s then chief design officer Jony Ive’s taste for minimalism. Now, new reports suggest that an upcoming redesign could provoke a similar level of reaction. Reports suggest the new design may have elements referencing visionOS, the software powering Apple’s spatial computing headset, the Apple Vision Pro. If true, that means the new OS could feature a transparent interface and more circular app icons that break away from the traditional square format today. This visual redesign could be implemented across all of Apple’s ecosystem (including even CarPlay), according to Bloomberg, providing a more seamless experience for consumers moving between their different devices. Techcrunch event Save $200+ on your TechCrunch All Stage pass Build smarter. Scale faster. Connect deeper. Join visionaries from Precursor Ventures, NEA, Index Ventures, Underscore VC, and beyond for a day packed with strategies, workshops, and meaningful connections. Save $200+ on your TechCrunch All Stage pass Build smarter. Scale faster. Connect deeper. Join visionaries from Precursor Ventures, NEA, Index Ventures, Underscore VC, and beyond for a day packed with strategies, workshops, and meaningful connections. Boston, MA | July 15 REGISTER NOW iOS will change its naming system According to Bloomberg, Apple will announce a change in the naming system for iOS at this year’s WWDC. Instead of announcing the next version of iOS as iOS 19, Apple’s operating systems will shift to being named by year. That means we could be set to see the launch of iOS 26 instead, alongside the OSes for other products, including adOS 26, macOS 26, watchOS 26, tvOS 26, and visionOS 26. Apple may keep the AI news light this year While it might be challenging to top the news related to Apple Intelligence at WWDC 2024, the company is expected to share a few updates on the AI front. The company has seemingly been caught flat-footed in the AI race, making announcements about AI capabilities that had yet to ship, leading even some Apple pundits to accuse the company of touting vaporware. While Apple has launched several AI tools like Image Playground, Genmoji, Writing Tools, Photos Clean Up, and more, its promise of an improved Siri, personalized to the end user and able to take action across your apps, has been delayed. Meanwhile, Apple has turned to outside companies like OpenAI to give its iPhone a boost in terms of its AI capabilities. At WWDC, it may announce support for other AI chatbots, as well. With Jony Ive now working with Sam Altman on an AI hardware device, Apple is under pressure to catch up on AI progress. Image Credits:Nikolas Kokovlis/NurPhoto / Getty Images In addition, reports suggest that Apple’s Health app could soon incorporate AI technology, which could include a health chatbot and generative AI insights that provide personalized health-related suggestions based on user data. Additionally, other apps, such as Messages, may receive enhancements with AI capabilities, including a translation feature and polls that offer AI-generated suggestions, per 9to5Mac. Apple will likely make the most of a number of smaller OS updates that involve AI, given its underwhelming progress. Reports suggest that these updates could include AI-powered battery management features and an AI-powered Shortcuts app, for instance. iPhone users may get a dedicated gaming app Bloomberg confirmed a 9to5Mac report that said Apple is developing a dedicated gaming app that will replace the aging Game Center app. The app could include access to Apple Arcade’s subscription-based game store, plus other gaming features like leaderboards, recommendations, and ways to challenge your friends. It could also integrate with iMessage or FaceTime for remote gaming. Image Credits:Gabby Jones/Bloomberg / Getty Images Updates to Mac, Watch, TV, and more Along with the new design, reports suggest that Apple’s other operating systems will get some polish, too. For instance, macOS may also see the new gaming app and benefit from the new AirPods features. It’s also expected to be named macOS Tahoe, in keeping with Apple’s naming convention that references California landmarks. Apple TV may get a visual overhaul, but also changes to its user interface, the new gaming app, and other features. AirPods to get new features In addition to Messages getting a translation feature, Bloomberg reported that Apple could also bring a live-translate language feature to its AirPods wireless Bluetooth earbuds, allowing real-time translation during conversations. The iPhone will translate spoken words from another language for the user and will also translate the user’s response back into that language. A new report from 9to5Mac also suggests that AirPods may get new head gestures to complement today’s ability to either nod or shake your head to respond to incoming calls or messages. Plus, AirPods may get features to auto-pause music after you fall asleep, a way to trigger the camera via Camera Control with a touch, a studio-quality mic mode, and an improved pairing experience in shared AirPods. Image Credits:Darrell Etherington Apple Pencil upgrade According to reports, the Apple Pencil is also receiving a new update, one that will benefit users who wish to write in Arabic script. In an effort to cater to customers in UAE, Saudi Arabia, and India, Apple is reportedly launching a new virtual calligraphy feature in iPadOS 19. The company may also introduce a bi-directional keyboard so users can switch between Arabic and English on iPhones and iPads. No hardware announcements? There haven’t been any rumors regarding new devices, because no hardware is ready for release yet, according to Bloomberg. Although it’s always possible that the company will surprise us with a new Mac Pro announcement, most reports are saying this is highly unlikely at this point. Some reports indicate that Apple may also announce support for a new input device for its Vision Pro: spatial controllers. The devices would be motion-aware and designed with interaction in a 3D environment in mind, 9to5Mac says. In addition, Vision Pro could get eye-scrolling support, enabling users to scroll through documents on both native and third-party apps. Bloomberg had reported in November that Apple was expected to announce a smart home tablet in March 2025, featuring a 6-inch touchscreen and voice-activated controls. The device was said to include support for Home Control, Siri, and video calls, but has yet to launch. Following the discovery of a filing for “HomeOS” by PMC’s Parker Ortolani, speculation has arisen that Apple may unveil the software for the device at WWDC.

Wholesome Direct 2025 - everything announced at this year's cosy indie showcase Big hops! Discount shops! Spooky pups! More! Image credit: Eurogamer Feature by Matt Wales News Reporter Published on June 7, 2025 If you're the sort who just can't seem to resist the soothing rhythms of turnip planting and interior design, you've come to the right place. This year's Wholesome Direct - which marks the fifth anniversary of the showcase - has now aired, unleashing a fresh wave of cosy games to stick on your wishlists. We've got vending machine management, adorable puppies on spooking adventures, cheese-based puzzling, geckos, goats, seasonal cemetery exploration, and a whole lot more. So if that sounds like it might help sate your idyllic yearning, read on for all the big announcements from Wholesome Direct 2025. And for more indies, you can check out our round-up of this year's Day of the Devs showcase elsewhere. Leaf Blower Co. Leaf Blower Co. trailer.Watch on YouTube Ever wished your PowerWash Simulator had a little less splosh and a little more whoosh? That seems to be the starting point for developer Lift Games' Leaf Blower Co., a game about making the untidy tidy come rain, snow, or shine, one mechanised gust at a time. It's got a story mode plus a variety to locations waiting to be blown debris-free, and if that appeals, a demo's available now on Steam ahead of its release later this year. Instants Instants trailer.Watch on YouTube Instants is a creativity themed puzzler about the intoxicating pleasures of obsessive scrapbooking. It sees players attempting to sort images into chronological order and then assembling them into a scrapbook to reveal a "heartwarming" story inspired by the way family history can be passed down using pictures. It's developed by Endflame and launches today on PC (via Steam and Epic), and Switch. Story of Seasons: Grand Bazaar Story of Seasons: Grand Bazaar trailer.Watch on YouTube Stardew Valley might be the face of farming sims these days, but the grandaddy of the genre - Story of Season (formerly Harvest Moon) - never went away, and another entry in the venerable series is looming. Grand Bazaar is actually a remake of 2011 DS game Harvest Moon: Grand Bazaar, and it's got pretty much everything you'd expect from these kind of things - including turnips to fondle, animals to rear, and locals to dazzle with your impressive root vegetable collection. The main twist is you'll be selling all this yourself by setting up shop in the titular bazar. And if that sounds like something you'd enjoy, it launches for Switch, Switch 2, and Steam on 27th August. Gourdlets Together Gourdlets Together trailer.Watch on YouTube Perhaps you're already a fan of last year's Gourdlets or perhaps you're completely new to its vegetable-themed low-stakes thrills. Either way, there'll soon be a new way to play, thanks to developer AuntyGames' Gourdlets Together. Essentially, it takes the laid-back village-building vibes of the original, slings in a bit of a fishing focus - where earnings can be spent on upgrades or accessories to decorate your island home - then lets you do it while hanging out with friends online. Gourdlets Together launches on PC later this year. Luma Island Luma Island trailer.Watch on YouTube Don't think we're done with the farming sims yet - not by a long shot! Luma Island launched last year, offering an attractive mix of crop whispering, profession-specific activities, creature collecting, exploration, and puzzle-y dungeoneering. And come 20th June, it'll be getting just a little be more swashbuckling, thanks to its free Pirates update, introducing a new profession, new Lumas, new outfits, and a pirate cove filled with mini-games, temples, traps, and treasures. It'll also bring a range of different difficulty modes to suit players of all tastes. Is This Seat Taken? Is This Seat Taken? trailer.Watch on YouTube Think you're a dab hand at the old 'awkward family gathering' seating plan challenge? Well then, this might just be the game for you. In Poti Poti Studio's "cosy, silly, and relatable" logic puzzler Is This Seat Taken?, the goal is to satisfy the demands of a particularly fussy group of chair occupiers to find the perfect spot that'll keep everyone happy - be they on the bus, at the park, or in the office. It's coming to Steam, Switch, iOS, and Android this August, and a Steam demo's out now. MakeRoom MakeRoom trailer.Watch on YouTube Here's one for the aesthetic tinkerers and furnishing fetishists out there. MakeRoom, from developer Kenney, sees players decorating a series of miniature dioramas - from cosy indoor retreats to camper vans and even forests - to fulfil the requests of adorable NPCs. You might, for instance, be tasked with creating the perfect room for cats, or a suitably moody hideout for a vampire. Then it's simply a matter of hanging drapes, plopping down plants, and even crafting furniture to bring these spaces to life and satisfy your clients' whims. It all sounds very much like Animal Crossing's weirdly compelling Happy Home Paradise expansion, so if it's more of that sort of thing you want, MakeRoom comes to Steam on 7th August. Ambroise Niflette & the Gleaned Bell Ambroise Niflette & the Gleaned Bell trailer.Watch on YouTube The apple bell - whatever an apple bell is - has been stolen, but luckily for apple bell lovers everywhere, renowned detective Ambroise Niflette is on the case. Over the course of Topotes Studio's investigatory adventure, Ambroise - and players - will roam the village of Touvoir, interrogating its inhabitants and searching for secrets, all while using a notebook of steadily amassing leads to reveal contradictions and unmask the culprit. It all sounds perfectly lovely, but the real draw is the delightful art style, which is heavily inspired by miniatures and stop motion. Ambroise Niflette & the Gleaned Bell is eventually set to launch on Steam, but first there's a Kickstarter, which is underway now. Let's Build a Dungeon Let's Build a Dungeon trailer.Watch on YouTube First there was Let's Build a Zoo, and now comes Let's Build a Dungeon. But while developer Springloaded kept its focus pretty tight for its debut release, Let's Build a Dungeon goes broad; not only is it a playable RPG creator where you can rustle up your own worlds and quests, it's also claiming to be an entire games industry sim too, where you'll need to manage all the malarky around releasing your game - from attracting funding right through to making a profit at the other end of the process. But if all that sounds too stressful, Springloaded has confirmed - as part of its latest showing - there'll be a cosy sandbox Build Mode too. There's still no release date for Let's Build a Dungeon yet, but it's heading to Steam (there's a demo here), Xbox One, and Xbox Series X/S. Squeakross: Home Squeak Home Squeakross: Home Squeak Home trailer.Watch on YouTube What do you get if you cross adorable mice with classic grid-filling puzzler Picross? Well, this thing, obviously. Squeakross: Home Squeak Home is the work of developer Alblune, and it adds its own twist to the familiar logic-testing formula by introducing a home decorating element. The idea is each puzzle corresponds to an unlockable bit of decor - including furniture, accessories, and stickers - so you'll slowly amass new furnishings and trimmings as you give your brain a work out. Is there an in-game lore reason why puzzles equals furniture? Who knows! We'll soon find out, though, given Squeakross launches for Switch and PC (via Steam and itch.io) today. Monument Valley 3 Monument Valley 3 trailer.Watch on YouTube Ustwo Games' perspective shifting puzzle series Monument Valley has been a big old hit, amassing tens of millions of downloads since its iOS debut back in 2014 - so it wasn't a huge surprise when a third entry showed up on mobile last year. Initially, however, it was locked behind a Netflix subscription, but Monument Valley 3 - which we quite liked despite it offering little meaningful evolution for the series - is finally spreading its wings later this year. As announced during today's Wholesome Direct, it's coming to Steam, Switch, PlayStation 4, PS5, Xbox One, and Xbox Series X/S on 22nd July. Big Hops Big Hops trailer.Watch on YouTube If you immediately thought bunnies, you're wrong. Big Hops is, in fact, a frog-themed action platformer, in which players attempt to help the titular Hop find his way home. Each world he visits on his adventure promises its own self-contained story - involving everything from mountain cultists to desert ne'erdowells - all interspersed with plenty of agile platform action. You can grapple across gaps, hoist levers, rotate wheels, even pick locks - all using your tongue - and it's accompanied by some veggie-based gameplay that lets players introduce the likes of climbable vines and mushroom-based bounce pads into levels. Big Hops is currently raising funds via Kickstarter and a Steam demo's out now. Little Kitty, Big City Little Kitty, Big City trailer.Watch on YouTube Here's quicky for you. Little Kitty, Big City - the feline-focused open-world adventure from Double Dagger Studio - is getting a little bigger. That's thanks to a free content update coming to all platforms this "summer", promising new story content, a new neighbourhood to explore, and new oddball characters to befriend. That's alongside a new cat customisation feature for you creative sorts out there. Vending Dokan!: Kozy Kiosk Vending Dokan!: Kozy Kiosk trailer.Watch on YouTube What's in a name? Well, pretty much everything in this case. Aftabi Games' Vending Dokan!: Kozy Kiosk is, just as it sounds, a cosy, laidback game about managing your own vending machine empire. You'll choose where your machines go and what they sell, and hire staff to ensure they stay stocked, clean, and in working order. There's a heavy customisation element too, as you're free to decorate the areas surrounding your vending machines in order to attract new customers. Kozy Kiosk is officially referred to as an "idle simulation", and can be played both actively and passively. And if that appeals, it launches for Steam today. Winter Burrow Winter Burrow trailer.Watch on YouTube Developer Pine Creek Games' "woodland survival game" Winter Burrow was unveiled during December's Wholesome Direct, but it's back to announce it's now coming to Switch. If you missed its original reveal, Winter Burrow casts you as a mouse who's attempting to fix up their burrow and turn it into a toasty retreat from the cold. That requires exploring the snow-covered world outside, gathering resources, crafting tools, building things, making friends, baking pies, and more. Winter Burrow launches next year and will be available for Steam, Xbox One, Xbox Series X/S, and Switch. Tales of the Shire: A Lord of the Rings Game Tales of the Shire trailer.Watch on YouTube After multiple delays, cosy hobbit life sim Tales of the Shire is almost upon us, and developer Wētā Workshop is readying for its arrival with a brand-new trailer. It's been described as a game about "finding joy in the small moments", and features all the usual life sim activities - fishing, cooking, gathering, decorating, merrymaking - with a bit of a Lord of the Rings twist. So yes, you CAN decorate your hobbit's hole. Tales of the Shire launches for Switch, PlayStation, Xbox, and PC on 29th July. Haunted Paws Haunted Paws trailer.Watch on YouTube If your interests lie at the intersection of spooky mansions and adorable pups, prepare to have your day made. In developer LazyFlock's supernatural adventure Haunted Paws, players - either solo or with a friend - control two brave (and customisable!) puppies as they explore a creepy old house in search of their human, who's been kidnapped by sinister forces. It promises puzzles, lighthearted spookiness, and even a few emotional bits. There's no release date for Haunted Paws yet, but it's coming to Steam. The Guardian of Nature The Guardian of Nature trailer.Watch on YouTube This wholesome, hand-drawn puzzle adventure from Inlusio Interactive is all about the interconnectedness of nature, and sees players embarking on a botanical journey as the lovably be-hatted Henry. Not only does Henry know his stuff about the natural world, he's also able to change his size, meaning players can explore both above and below ground as they solve puzzles to assist nature. The Guardian of Nature launches into Steam early access today, and it's coming to Switch, Xbox, iOS, and Android too. Everdeep Aurora Everdeep Aurora trailer.Watch on YouTube If you've ever thought Dig Dug would be improved if its protagonist was a cat, Everdeep Aurora might be the game for you. It follows the apocalyptic adventures of a kitten named Shell as she explores subterranean depths in search of her mother. You'll obliterate blocks, do some platforming, play mini-games, and converse with peculiar characters as you investigate the dark secrets buried below, all without a hint of combat. Its limited-colour pixel art looks wonderful, and it's coming to Steam and Switch on 10th July. Seasonala Cemetery Seasonala Cemetery trailer.Watch on YouTube From the creators of A Mortician's Tale, the "meditative" Seasonala Cemetery is a "peaceful but poignant reflection on life and death". It's set in an expansive, living cemetery that changes dynamically based on your system's time and date. The summer, for instance, might see the world bustling with vibrant life, while the winter brings quiet and snow. You can interact with NPCs and animals, rummage through nature, learn the history of the nearby city through its gravestones, or simply relax to its ambient sounds. Seasonala Cemetery is out today on Steam and itch.io, and is completely free. Camper Van: Make it Home Camper Van: Make it Home trailer.Watch on YouTube One of (bizarrely) several camper-van-themed games currently in the works, developer Malpata Studio's Make it Home is a pretty self-explanatory thing. You've got a camper van to make your own as it journey across beautiful, idyllic landscapes. Part of your goal is to solve organisational puzzles, but there's laidback interior design too. Camper Van: Make it Home is available today, alongside a demo, on Steam. Lynked: Banner of the Spark Lynked: Banner of the Spark trailer.Watch on YouTube FuzzyBot's Lynked: Banner of the Spark is a cheerily colourful action-RPG, that's part sci-fi roguelike, part relaxed life sim. At its most peaceful, you'll farm, fish, gather materials, and build your base with help from your robot pals, but that's all in service of its more frenetic hack-and-slash action. When you're ready for some proper adventure, you can brave the wilds, battle evil robot forces with a large arsenal of weapons, and search for helpful bots to bring back home. Lynked is already available on Steam, but it's coming to PS5 and Xbox Series X/S too. Omelet You Cook Omelet You Cook trailer.Watch on YouTube In this chaotic cooking roguelike from SchuBox Games, you're tasked with creating the perfect omelettes to satisfy your customers' increasingly peculiar demands. That involves combining ingredients as they fly by on a conveyor belt, from the relatively mundane to the rather more dubious, in the hope of earning enough money to increase your provisions, add useful relics to your pantry, and, hopefully, please the fearsome Principal Clucker. It all looks wonderfully ridiculous, and it launches on Steam today. Milano's Odd Job Collection Milano's Odd Job Collection trailer.Watch on YouTube Milano's Odd Job Collection (known as Milano no Arubaito Collection in Japan) is coming to the west for the very first time. It follows the adventures of 11-year-old Milano as she's left to her own devices over the summer. Free to do as she pleases, she embarks on a range of odd job - from pizza delivery to milking flying cows - in order to make money and have fun. Milano's Odd Job Collection, from developer Westone, is coming to Switch, PlayStation, Xbox, and PC later this year. Fireseide Feelings Fireseide Feelings trailer.Watch on YouTube If you've got something to get off your chest, what better place to do it than by a roaring fire in a cosy forest glade? Fireside Feelings is described as a "mental wellness experience" promoting empathy, connection, and positivity between players. Situated cosily in your customisable camp, you're able to answer questions on a range of topics, taking part in conversations between people "separated in space and time". Conversations aren't live, and there's no direct interaction with others, but the goal, according to developer Team Empreintes, is to "share experiences, express your emotions, and be a part of a caring community". It launches today on Steam. All Will Rise All Will Rise trailer.Watch on YouTube Well here's something you don't see every day. All Will Rise is a "narrative courtroom deck-builder", in which you and your team take a corrupt billionaire to court, accusing them of a river's murder. That involves accumulating cards and using them to engage in conversation battles, attempting to charm, intimidate and manipulate those you meet around the vibrant city of Muziris. "Obey a dead river god's summons - or defy them," developer Speculative Agency explains. "Pass information to violent ecoterrorists - or maintain your pacifist ideals. Convince a corporate stooge to testify for you - or blackmail him with sensitive information. Your choices will determine the [city's] fate." All Will Rise is currently crowdfunding, but it's aiming to launch on Xbox, PlayStation, Switch, and Steam. Gecko Gods Gecko Gods trailer.Watch on YouTube It's hard to go wrong with a gecko, which immediately gives developer Inresin's Gecko Gods a bit of an advantage. What we've got here is a "serene lizard-sized puzzle-platformer" set on a beautiful archipelago, in which its tiny protagonist clambers across forgotten ruins, solving puzzles as they go. There are secrets of a lost civilisation to uncover, hidden paths, and more, all of which you'll be able to explore for yourself when Gecko Gods launches for Switch, PS5, and Steam later this year. But if you're an impatient sort, a Steam demo is available now. One Move Away One Move Away trailer.Watch on YouTube If you quite fancied the idea of Unpacking, but thought it had far too much 'taking stuff out of things' for its own good, you might enjoy Ramage Games' One Move Away, which is basically the inverse experience. Here, you play as three different characters, starting with a young girl in the 1980s, gradually learning more about them as you pack their belongings away ready for another chapter in their intertwining lives. All this plays out in first-person across 20 levels, and if that takes your fancy, a Steam demo's out now ahead of a full launch on PS5, Xbox Series X/S, and PC. Heidi's Legacy: Mountains Calling Heidi's Legacy trailer.Watch on YouTube As you've probably already guessed, Heidi's Legacy: Mountains Calling takes inspiration from the classic children's stories. Which is why it's something of a surprise to learn its protagonist is called Adèle. Regardless, this is a game of grumpy old men, goat management, and alpine wandering, where you'll explore the beautiful countryside with your bleating pals, foraging for herbs, mushrooms, and more in a bid to help the nearby village. You can unlock abilities that open up more of the world, and chat to the locals in branching conversations'll that impact their lives. And as for those goats, they can provide milk, cheese, and wool. "Will you embrace slow living," asks developer Humble Reeds, "or push for bolder change?". Heidi's Legacy is coming to PC "soon". Hotel Galatic Hotel Galatic trailer.Watch on YouTube In Hotel Galactic, you're responsible for the running of a modular hotel on a strange cosmic island, which you'll customise and optimise in order to provide guests with the perfect stay. There are resources to manage, a workforce to build, and more, as you cater to the demands of your ever-growing colony, all with assistance from your ghostly Grandpa Gustav. There's a bit more to it than that, though, and the whole thing's framed by a tale of love and vengeance that's conveyed through some lovely anime-inspired art and animation. Hotel Galactic launches into Steam early access on 24th July, with consoles to follow, and a demo's available now. Out and About Out and About trailer.Watch on YouTube If it's serene forest meandering you're after, then look no further than Yaldi Games' Out and About. It's a "cosy foraging adventure" focused on exploring nature and identifying real-life plants and fungi. You'll cook recipes, make herbal remedies, and help rebuild your community after a devastating storm, all while hopefully learning a bit of botanical knowledge you can take out into the real-world. Out and About looks to be aiming for a 2025 release on PC, with a console launch to follow. And if it's piqued your curiosity, you can test out a Steam demo now. Discounty Discounty trailer.Watch on YouTube Forget the farm life; how about managing your own discount supermarket in a small harbour town? That's the premise of Discounty from Crinkle Cut Games, which sees you designing and organising your shop, managing stock levels, working the checkout, and striking trade deals. You'll make friends, navigate local drama, and expand your empire, but that doesn't mean you have to play nice. After all, can you really become filthy rich without making a few lifelong enemies along the way? Discounty launches for Switch, PlayStation, Xbox, and PC on 21st August and, yup, a demo's available now on Steam. Islanders: New Shores Islanders: New Shores trailer.Watch on YouTube We're big fans of developer GrizzlyGames' minimalist city builder Islanders around these parts, so news publisher Coatsink was developing a sequel earlier this year came as a pleasant surprise. It is, if you're unfamiliar, a game about attempting to squeeze as much onto a procedurally generated island as possible, maximising building synergies and minimising penalties to get the highest score. New Shores sounds like a gentle finessing of the formula, rather than a radical reinvention - it's got a sandbox mode as well as a high score mode now, alongside new power-ups called "boons" - but that's okay. The big news is it now has a release date and is coming to Switch, PlayStation, Xbox, and Steam on 10th July. Collector's Cove Collector's Cove trailer.Watch on YouTube VoodooDuck's Collector's Cove might be yet another farming game, but it does at least have a unique twist. For starters, your farm is on a boat endlessly sailing the oceans AND it's powered by an adorable sea monster who you'll need to forge a bond with. As you set out on a tranquil adventure across the water, you'll farm, fish, craft, and personalise your surroundings, sometimes stopping off at passing islands to catalogue their unique flora. Collector's Cove doesn't have a release date yet, but it's coming to PC and a Steam demo's available now. Town to City Town to City trailer.Watch on YouTube Fans of minimalist railway game Station to Station might want to pay attention here. Town to City is developer Galaxy Grove's follow-up to that earlier puzzler, sporting a similar voxel art aesthetic and vibe. This time around, you're charged with building quaint picturesque towns by placing shops, houses, amenities, decorations, and more - all in a bid to please your residents and encourage more to move in. Eventually, you'll have multiple towns under your care, helping the whole region grow and thrive. Town to City doesn't have a release date yet, but you can play a demo on Steam. Fishbowl Fishbowl trailer.Watch on YouTube And finally for the big, non-montage reveals, it's Fishbowl, a coming-of-age tale told over the course of a month. Developer imissmyfriends.studio describes it as a "warm and cozy story about living in isolation, nurturing friendships and understanding grief", and it's all focused on 21-year-old video editor Alo as she works from home while mourning her grandmother. As the days tick by, you'll video call loved ones, work to assemble videos, do care tasks, and solve puzzles to unpack your grandmother's belongings - recovering childhood memories as you do. There's no release date for Fishbowl yet, but it's coming to PS5 and Steam.

From garage apartments and carriage houses to backyard guest suites and stand-alone home offices, ADUs are one of the most ingenious ways to maximize your property's available space—and your home's property value. Also known as an accessory dwelling unit, these outbuildings aren't a new concept, but they are becoming more prevalent, thanks to an ultra-competitive housing market. As multigenerational living has become increasingly popular among Americans and home prices continue to rise, more homeowners are looking to expand their homes' footprint with additional living spaces, whether for personal or investment purposes. Accessory dwelling units are essentially your everyday tiny homes. However, unlike tiny home floor plans, ADUs can be attached to a single-family house, depending on the type.As ADUs have become more popular, it only makes sense that interior designers are taking on more projects involving the structures. Whether you're interested in putting in an ADU or want to renovate the current one you have, keep reading to hear from two experts on what's trending in interiors for these unique living units.Related StoriesWhat is an ADU?Joey Puterbaugh and Kristian Alveo for KebonyDesigner Kim Lewis looked to the outdoors when designing this ADU, where the living room opens up to a large patio. An accessory dwelling unit, or ADU, is an independent, secondary housing unit that resides on a single-family lot. This is not your backyard shed or detached garage—but it could be. There are a few types of ADUs, but they all mainly fall into these three categories: detached, internal, and attached, according to the American Planning Association (APA). A backyard shed or detached garage that's been converted into an ADU falls into the detached category. However, a detached ADU can be a new construction, too. It just needs to be able to stand alone.An internal ADU is a converted portion of an existing home. Think of a basement apartment or a different floor of a home that's been converted into an additional independent living space.Additions to new or existing homes fall under the category of attached ADUs. These share at least one wall with the single-family home, and are also sometimes called "bump-out" ADUs. What Are ADUs Used For?When someone talks about an in-law suite or an attached Airbnb, they're likely talking about an ADU. “Home office and mother-in-law suites are still the main requests and purposes,” Kim Lewis of Kim Lewis Designs says. She's worked on a handful of ADU projects in the past, so the designer is familiar with these additions. A lot of times, homeowners who add on an ADU are doing so to expand their square footage, both for themselves or family members. Lewis explains that multigenerational living is on the rise in the United States, which is why ADUs are becoming more popular. Kori Sassower, principal agent at The Kori Sassower Team, agrees, adding, “Whether it is an aging parent or a 20-something-year-old child looking to save some money, the flexibility of an ADU has become paramount. We have a housing shortage, taxes are increasing, and ADUs are a very good, safe choice as a home improvement.”However, some homeowners are using ADUs as investment opportunities. “Depending on the area, some clients see this as an investment opportunity; utilizing the asset as a short-term rental where property restrictions allow for it,” Lewis explains. As the market for ADUs increases, Lewis predicts that there will be more legislation introduced that allows these home additions in certain jurisdictions. We have a housing shortage, taxes are increasing, ADUs are a very good, safe choice as a home improvement. ADU Trends Experts Are SeeingWhen it comes to the interiors of ADUs, they tend to follow the trends we're seeing in single-family homes. Joy-filled design, unique features, bold paint colors—they're not basic white boxes. Below, find the six biggest trends experts are seeing in ADUs. Architectural Leaps“ADUs are taking more interesting shapes in architecture,” Lewis says. As 3D printed homes become more popular, Lewis predicts that we'll see more curves in architecture with ADUs, like barrel roofs, radius rooflines, and rounded corners on decking. In a market heavily saturated with boxy, square, tiny homes, she's expecting more progressive architecture with the use of large glass walls to bring the outdoors in. Bold AppliancesChase Daniel"I love how we embraced a darker, moody palette, even though the rooms were small," Lewis says of this ADU.Colorful appliances are trending in every type of home right now, and they're not exclusive to large kitchens. Lewis says that small spaces can pack a big punch when it comes to color, and she's seeing more of that in the ADUs (and traditional interiors) she's designing. “I love a dark burgundy cabinet right now,” she adds.Vast Outdoor SpacesJoey Puterbaugh and Kristian Alveo for KebonyThe outdoor space in this ADU by Lewis would make anyone jealous. Large, open outdoor spaces are very common with ADUs, since the living quarters are smaller than those of an average single-family home. “Large decking can be used to create a more useful footprint around the perimeter of the ADU, tying the accessory space to the main home,” Lewis says. “A desire for nature, sustainable living, and more farming at home might point us to more gardening trends with ADUs.” Wellness RetreatsSassower is seeing more ADUs pop up with a focus on wellness rather than actual living. Personal spas, specifically, have been very popular as the weather gets warmer. Sports CenteredSimilar to basement or garage home gyms, ADUs can be used for more athletic purposes, too, says Sassower. She's seen everything from golf simulators and mini basketball courts to interiors that nod to a ski lodge.Personality-Based DesignThe living room of an ADU renovation that Lewis completed in Fredericksburg, TX, features a dark, moody palette. Deep olive green walls and a matching couch make the space feel sophisticated yet warm. Chase DanielThe powder room in the same Texas ADU by Lewis is a true jewel box space, with a standout fluted stone sink.Chase DanielLike regular interior trends, ADU trends have been leaning towards design with more character. “I'm looking forward to using more limewash and Venetian plasters, and I'm always here for a funky tile to add character,” Lewis says.Follow House Beautiful on Instagram and TikTok.

IGN Live was able to exclusively reveal the first five minutes of SYFY's upcoming adaptation of Revival, and we also had the chance to speak to the series' co-creator and showrunner, Aaron B. Koontz, about why this show about the dead coming back to life in surprising way will be well worth a watch.Revival is set to debut on SYFY on June 12 and is based on the Harvey Award-nominated comic from Tim Seeley and Mike Norton that ran for 47 issues from 2012-2017. In our exclusive clip you can watch below, we are introduced to this world on 'Revival Day,' which is the day the dead rise. However, these aren't zombies; the undead are very much the same as they were when they were alive. PlayThese few minutes are very much the same as the opening of the comic, and Koontz shared why that was such a great thing."It's one of the first scenes in the comic, and we were like, this hooked us," Koontz said. "I thought it was really cool and had no idea where this was going to go. And I will say, without giving things away, this scene is also more than just a scene. You'll see, after watching later episodes, that these first few minutes were hiding so much more than you realized."One of the big moments from the clip is one of the undead being cremated at Randy's Crematorium in Wausau, Wisconsin, and trying to break free and then running around on fire. That was all practical and not some CG wizardry."I wanted to be ambitious," Koontz said. "I wanted to set people on fire and I didn't want to do CG. We were also in such a small town where there weren't a ton of extra ambulances and we felt really bad because so many medical personnel were there. I remember thinking, 'I hope nothing bad happens in the town tonight because they're all sitting on our set!'" And of course, we got to spend some time with Randy himself, who is played by Graeme Barrett of Divorced Dads and Court of Chaos fame. Koontz actually found him on Instagram and thought he "fits the vibe of what we want juxtaposed against the serious business.""I think one of my favorite things in the script was like, okay, but these are not our main characters," Koontz added. "So, how do you get them right to the main characters and what's there? And I love that Randy saying it's not my fault is also similar to the very first line you hear Wayne Cypress say. And you're immediately in a fight with Wayne and Dana, and so you're seeing and feeling the dynamic of the Cypress family, which is important because the Cypress family is the heart of this whole show."PlaySo, all in all, Revival isn't meant to be a "super serious scary thing." Instead it aims to have scary moments, melodramatic moments, and also a lot of fun moments. Koontz said it's a mix between Mare of Easttown and Fargo, filled with weird, quirky characters, full on horror thriller elements, and the good parts of the zombie tropes with a twist that makes it unique.Revival will premiere on SYFY on June 12 and will be available on Peacock the following week. The series stars Melanie Scrofano (Wynonna Earp), Romy Weltman (Backstage), David James Elliott (JAG), Andy McQueen (Mrs. Davis), Steven Ogg (The Walking Dead), Phil Brooks aka CM Punk (Mayans M.C.), Gia Sandhu (A Simple Favor), Katharine King So (The Recruit), Maia Jae (In the Dark), Nathan Dales (Letterkenny), Mark Little (Doomlands), Glen Gould (Tulsa King), Lara Jean Chorostecki (Nightmare Alley), and Conrad Coates (Fargo).The series is based on the Harvey Award-nominated 2010s comic title of the same name from writer Tim Seeley and artist Mike Norton, which ran for 47 issues from 2012-2017 from Image Comics.For more, check out our exclusive trailer reveal for Revival and everything else happening at IGN Live.Adam Bankhurst is a writer for IGN. You can follow him on X/Twitter @AdamBankhurst,Instagram, and TikTok, and listen to his show, Talking Disney Magic.

Autoregressive image generation has been shaped by advances in sequential modeling, originally seen in natural language processing. This field focuses on generating images one token at a time, similar to how sentences are constructed in language models. The appeal of this approach lies in its ability to maintain structural coherence across the image while allowing for high levels of control during the generation process. As researchers began to apply these techniques to visual data, they found that structured prediction not only preserved spatial integrity but also supported tasks like image manipulation and multimodal translation effectively. Despite these benefits, generating high-resolution images remains computationally expensive and slow. A primary issue is the number of tokens needed to represent complex visuals. Raster-scan methods that flatten 2D images into linear sequences require thousands of tokens for detailed images, resulting in long inference times and high memory consumption. Models like Infinity need over 10,000 tokens for a 1024×1024 image. This becomes unsustainable for real-time applications or when scaling to more extensive datasets. Reducing the token burden while preserving or improving output quality has become a pressing challenge. Efforts to mitigate token inflation have led to innovations like next-scale prediction seen in VAR and FlexVAR. These models create images by predicting progressively finer scales, which imitates the human tendency to sketch rough outlines before adding detail. However, they still rely on hundreds of tokens—680 in the case of VAR and FlexVAR for 256×256 images. Moreover, approaches like TiTok and FlexTok use 1D tokenization to compress spatial redundancy, but they often fail to scale efficiently. For example, FlexTok’s gFID increases from 1.9 at 32 tokens to 2.5 at 256 tokens, highlighting a degradation in output quality as the token count grows. Researchers from ByteDance introduced DetailFlow, a 1D autoregressive image generation framework. This method arranges token sequences from global to fine detail using a process called next-detail prediction. Unlike traditional 2D raster-scan or scale-based techniques, DetailFlow employs a 1D tokenizer trained on progressively degraded images. This design allows the model to prioritize foundational image structures before refining visual details. By mapping tokens directly to resolution levels, DetailFlow significantly reduces token requirements, enabling images to be generated in a semantically ordered, coarse-to-fine manner. The mechanism in DetailFlow centers on a 1D latent space where each token contributes incrementally more detail. Earlier tokens encode global features, while later tokens refine specific visual aspects. To train this, the researchers created a resolution mapping function that links token count to target resolution. During training, the model is exposed to images of varying quality levels and learns to predict progressively higher-resolution outputs as more tokens are introduced. It also implements parallel token prediction by grouping sequences and predicting entire sets at once. Since parallel prediction can introduce sampling errors, a self-correction mechanism was integrated. This system perturbs certain tokens during training and teaches subsequent tokens to compensate, ensuring that final images maintain structural and visual integrity. The results from the experiments on the ImageNet 256×256 benchmark were noteworthy. DetailFlow achieved a gFID score of 2.96 using only 128 tokens, outperforming VAR at 3.3 and FlexVAR at 3.05, both of which used 680 tokens. Even more impressive, DetailFlow-64 reached a gFID of 2.62 using 512 tokens. In terms of speed, it delivered nearly double the inference rate of VAR and FlexVAR. A further ablation study confirmed that the self-correction training and semantic ordering of tokens substantially improved output quality. For example, enabling self-correction dropped the gFID from 4.11 to 3.68 in one setting. These metrics demonstrate both higher quality and faster generation compared to established models. By focusing on semantic structure and reducing redundancy, DetailFlow presents a viable solution to long-standing issues in autoregressive image generation. The method’s coarse-to-fine approach, efficient parallel decoding, and ability to self-correct highlight how architectural innovations can address performance and scalability limitations. Through their structured use of 1D tokens, the researchers from ByteDance have demonstrated a model that maintains high image fidelity while significantly reducing computational load, making it a valuable addition to image synthesis research. Check out the Paper and GitHub Page. All credit for this research goes to the researchers of this project. Also, feel free to follow us on Twitter and don’t forget to join our 95k+ ML SubReddit and Subscribe to our Newsletter. NikhilNikhil is an intern consultant at Marktechpost. He is pursuing an integrated dual degree in Materials at the Indian Institute of Technology, Kharagpur. Nikhil is an AI/ML enthusiast who is always researching applications in fields like biomaterials and biomedical science. With a strong background in Material Science, he is exploring new advancements and creating opportunities to contribute.Nikhilhttps://www.marktechpost.com/author/nikhil0980/Teaching AI to Say ‘I Don’t Know’: A New Dataset Mitigates Hallucinations from Reinforcement FinetuningNikhilhttps://www.marktechpost.com/author/nikhil0980/This AI Paper Introduces LLaDA-V: A Purely Diffusion-Based Multimodal Large Language Model for Visual Instruction Tuning and Multimodal ReasoningNikhilhttps://www.marktechpost.com/author/nikhil0980/NVIDIA AI Introduces Fast-dLLM: A Training-Free Framework That Brings KV Caching and Parallel Decoding to Diffusion LLMsNikhilhttps://www.marktechpost.com/author/nikhil0980/Meet NovelSeek: A Unified Multi-Agent Framework for Autonomous Scientific Research from Hypothesis Generation to Experimental Validation

“I want to make a big announcement,” said Faryar Shirzad, the chief policy officer of Coinbase, to a nearly empty room. His words echoed across the massive hall at the Bitcoin Conference, deep in the caverns of The Venetian Expo in Las Vegas, and it wasn’t apparent how many people were watching on the livestream. Then again, somebody out there may have been interested in the panelists he was interviewing, one of whom was unusual by Bitcoin Conference standards: Chris LaCivita, the political consultant who’d co-chaired Donald Trump’s 2024 presidential campaign. “I am super proud to say it on this stage,” Shirzad continued, addressing the dozens of people scattered across 5,000 chairs. “We have just become a major sponsor of the America250 effort.” My jaw dropped. Coinbase, the world’s largest crypto exchange, the owner of 12 percent of the world’s Bitcoin supply, and listed on the S&P 500, was paying for Trump to hold a military parade.No wonder they made the announcement in an empty room. Today was “Code and Country”: an entire day of MAGA-themed panels on the Nakamoto Main Stage, full of Republican legislators, White House officials, and political operatives, all of whom praised Trump as the savior of the crypto world. But Code and Country was part of Industry Day, which was VIP only and closed to General Admission holders — the people with the $199 tickets, who flocked to the conference seeking wisdom from brilliant technologists and fabulously wealthy crypto moguls, who believed that decentralized currency on a blockchain could not be controlled by government authoritarians. They’d have drowned Shirzad in boos if they saw him give money to Donald Trump’s campaign manager, and they would have stormed the Nakamoto stage if they knew the purpose of America250. America250 is a nonprofit established by Congress during Barack Obama’s presidency with a mundane mission: to plan the nationwide festivities for July 4th, 2026, the 250th anniversary of the signing of the Declaration of Independence. “Who remembers the Bicentennial in 1976?” the co-chair, former U.S. Treasurer Rosie Rios, asked the crowd. “I remember it like it was yesterday, and this one is going to be bigger and better.” But then Trump got re-elected, appointed LaCivita as co-chair, and suddenly, the party was starting earlier. The week before the conference, America250 announced that it would host a “Grand Military Parade” on June 14th to celebrate the U.S. Army’s 250th birthday, releasing tickets for prime seats along the parade route and near the Washington Monument on their website, hosting other festivities on the National Mall, and credentialing the press covering the event. (Their celebrations and events are a different operation from the U.S. Army, which had never planned for a parade to celebrate its 250th birthday, much less a military parade, but is now spending up to $45 million in taxpayer dollars to make the parade happen.) According to the most recent statements from Army officials, the parade will include hundreds of cannons, dozens of Black Hawk and Chinook helicopters, fighter jets, bombers, and 150 military vehicles, including Bradley Fighting Vehicles, Stryker Fighting Vehicles, Humvees, and if the logistics work out, 25 (or more) M1 Abrams tanks. Trump had spent years trying to get the government to throw a military parade — primarily because he’d attended a Bastille Day parade in France and became jealous — and now that he was back in office, he’d finally eliminated everyone in the government who previously told him that the budget didn’t exist for such a parade, that the tank treads would ruin the streets and collapse the bridges, that the optics of tanks, guns and soldiers marching down Constitution Avenue were too authoritarian and fascist. June 14th also happens to be Donald Trump’s birthday.And Coinbase, whose CEO once told his employees to stop bringing politics into the workplace, was now footing the bill — if not for this military parade watch party, then for the one inevitably happening next year, when America actually turns 250, or any other festivities between now and then that may or may not fall on Trump’s birthday. (This wasn’t the first party they helped fund, though. Earlier this year, Coinbase wrote a $1 million check to Trump’s inauguration committee. One month later, the SEC announced that it was dropping an investigation into Coinbase.) I had to keep reminding myself that I was at the Bitcoin Conference. I’d been desperately looking for the goofy, degenerate party vibes that my coworkers who’d covered previous crypto conferences told me about: inflated swans with QR codes. Multimillionaires strolling around the Nakamoto Stage in shiba inu pajamas. Folks who communicated in memes and acronyms. Celebrity athletes who were actual celebrities. “Bitcoin yoga,” whatever that was. Afterparties with drugs, lots of drugs, and probably the mind-bending designer kind. And hey, Las Vegas was the global capital of goofy, degenerate partying. But no, I was stuck in a prolonged flashback to every single Republican event I’ve covered over the past ten years – Trump rallies, conservative conferences, GOP conventions, and MAGA fundraisers, with Lee Greenwood’s “God Bless the USA” playing on an endless loop. There was an emcee endlessly praising Trump, encouraging the audience to clap for Trump, and reminding everyone about how great it was that Trump spoke at the Conference last year, which all sounds even stranger when said in an Australian accent. In addition to LaCivita, there were four GOP Congressmen, four GOP Senators, one Trump-appointed SEC Commissioner, one Treasury Official, two senior White House officials (including David Sacks, the White House crypto and A.I. czar), and two of Trump’s sons. All of them, too, spent time praising Trump as the first “crypto president.” (Vice President J.D. Vance would be speaking the next day to the general admission crowd, but he was probably going to praise Trump, too.) The titles of the panels seemed to be run through some sort of MAGA generative AI system: The Next Golden Age of America. The American Super Grid. Making America the Global Bitcoin Superpower. The New Declaration of Independence: Bitcoin and the Path Out of the U.S. National Debt Crisis. (Speaker: Vivek Ramaswamy.) Uncancleable: Bitcoin, Rumble & Free Speech Technology. (Speaker: Donald Trump Jr.) The only difference was that this MAGA conference was funded by crypto. And if crypto was paying for a MAGA conference, and they had to play “God Bless the USA,” they were bringing in a string quartet.Annoyed that I had not yet seen a single Shiba Inu — no, Jim Justice’s celebrity bulldog was not the same thing — I left Nakamoto and went back to the press area. It hadn’t turned into Fox News yet, but I could see MAGA’s presence seeping into the world of podcasters and vloggers. A Newsmax reporter (great blowout, jewel-toned sheath dress, heels to the heavens, very camera-ready) was interviewing White House official Bo Hines (clean-cut, former Yale football player and GOP congressional candidate, nice suit), right before he was hustled onstage for a panel with a member of the U.S. Treasury. Soon, Rep. Byron Donalds (R-FL) was doing an interview gauntlet while his senior aides stood by, one wearing a pink plaid blazer that could have easily been Brooks Brothers. Over on the Genesis Stage, the CEO of PragerU, a right wing media company that attacks higher education, was interviewing the CEO of the 1792 Exchange, a right-wing nonprofit that attacks companies for engaging in “woke business practices” such as diversity initiatives. (Leveraging Bitcoin’s Values to Shift the Culture in America.) I walked into the main expo center, past a crypto podcaster in a sequined bomber jacket talking to a Wall Street Journal reporter. For some reason, his presence was a relief. Even though he was clearly a Trump supporter — his jacket said TRUMP: THE GOLDEN AGE on the back — there was something more janky and homegrown, less corporate, about him. But the moment I looked up and saw a massive sign that said STEAKTOSHI, the unease returned. A ghoulish-looking group of executives from Steak ‘n Shake, the fast food company with over 450 locations across the globe, had gathered under the sign in a replica of the restaurant. They were selling jars of beef tallow, with a choice of grass-fed or Wagyu, and giving out a MAKE FRYING OIL TALLOW AGAIN hat with every purchase an overt embrace of the right-wing conspiracy that cooking with regular seed oils would lower one’s testosterone. (Relevant to the conference: they were also advertising that their restaurants now accepted Bitcoin.)Andrew Gordon, the head of Main Street Crypto PAC, had been to five previous Bitcoin Conferences and worked on crypto tax policy since 2014. He’d seen Trump speak at the last conference in Nashville during the election, and the audience – not typically unquestioning MAGA superfans – had melted into adoring goo in Trump’s presence. But now that Trump was using his presidential powers to establish a Bitcoin reserve, roll back federal investigations into crypto companies, and order massive changes to financial regulatory policies — in short, changing the entire market on crypto’s behalf with the stroke of a pen — Gordon clocked a notable vibe shift this year. “There are people wearing suits at a Bitcoin conference,” he told me wryly back in the press lounge. (He, too, was wearing a suit). The change wasn’t due to a new breed of Suit People flooding in. It was the Bitcoin veterans the ones who’d been coming to the conference for years, dressed in loud Versace jackets or old holey t-shirts – who were now in business attire. “They’re now recognizing the level of formality and how serious it is.”According to the Bitcoin Conference organizers, out of the 35,000-plus attendees in Vegas this year, 17.1 percent of them were categorized as “institutional and corporate decision-makers” — a vague way to describe politicians, corporate executives, and the rest of the C-suite world. Whenever they weren’t speaking onstage, they were conducting interviews with outlets hand-selected from dozens of media requests that had been filtered through the conference organizers, or in Q&A sessions with people who’d bought the $21,000 Whale Pass and could access the VIP Lounge. (Yes, the industry-only day of the conference had an even more exclusive tier.) They were sidebarring with crypto CEOs outside the conference for round tables, privately meeting Senators for lunch and White House officials for dinner. Gordon himself had just held a private breakfast for industry insiders, with GOP Senators Marsha Blackburn and Cynthia Lummis as special guests. And for the very, very wealthy, MAGA Inc., Trump’s primary super PAC, was holding a fundraising dinner in Vegas that night, with Vance, Don Jr., and Eric Trump in attendance. That ticket, according to The Washington Post, cost $1 million per person.It was the kind of amoral, backroom behavior that would have sent the General Admission attendees into a rage — and they did the next day, when the convention opened to them. During one extremely packed talk at the Genesis Stage called Are Bitcoiners Becoming Sycophants of the State?, a moderator asked the four panelists what they’d like to say to Vance and Sacks and all the politicians who’d been there yesterday. And Erik Cason erupted.“‘What you’re doing is actually immoral and bad. You hurt people. You actively want to use the state to implement violence against others.’ 
That’s like, fucked up and wrong,” said Cason, the author of “Cryptosovereignty,” to a crowd of hundreds. “If you personally wanna like, go to Yemen and try to stab those people, that’s on you. But asking other people to go do that – it is a fucked up and terrible thing.” He grew more heated. “And also fuck you. You’re not, like, a king. You’re supposed to be liable to the law, too. 
And I don’t appreciate you trying to think that that you just get to advance the state however the fuck you want, because you have power.”“These are the violent thugs who killed hundreds of millions of people over the last century,” agreed Bruce Fenton of Chainstone Labs. “They have nothing on us. All we wanna do is run some code and trade it around our nerd money. Leave us alone.”The audience burst into cheers and applause. Bitcoin was the promise of freedom from the government, who’d murdered and stolen and tried to control their lives, and now that their wealth was on the blockchain, no one could take their sovereignty. “Personally, I don’t really care what they [the politicians] think,” said American HODL, whose title on the conference site was “guy with 6.15 bitcoin,” the derision clear in his voice. “They are employees who work for us, so their thoughts and opinions on the matter are irrelevant. Do what the fuck we tell you to do.
 I don’t work for you. I’m not underneath you. You’re underneath me.” But the politicians weren’t going to listen to them, much less talk to them. The politicians spent the conference surrounded by aides and security who stopped people from approaching – I’m sorry, the Senator has to leave for an engagement now – or safely inside the VIP rooms with the $21,000-dollar Whale Pass holders and the million-dollar donors. By the time American HODL said that the politicians worked for him, they were on flights out of Vegas, having gotten what they wanted from Code and Country, an event that was closed to General Admission pass holders.Coinbase’s executives were at Code and Country, however. Coinbase held over 984,000 Bitcoin, more coins than American HODL could mine in a lifetime. And Coinbase was now a sponsor of Donald Trump’s birthday military parade. The Nakamoto Stage during Code + Country at the Bitcoin Conference.After David Sacks and the Winklevoss twins finished explaining how Trump had saved the crypto industry from Sen. Elizabeth Warren (or as one Winklevoss called her, “Pocahontas”), I was jonesing for a drink. A few other reporters on the ground had told me about “Code, Country and Cocktails,” the America250 afterparty held at the Ayu Dayclub at Resort World, and I signed up immediately. Reporters at past Bitcoin Conferences had promised legendary side-event depravity, and I hoped I would find it there. As I entered the lush, tropical nightclub, I saw two white-gloved hands sticking out the side of the wall, each holding a glass of champagne at crotch level. I reached out for a flute, thinking it was maybe just a fucked-up piece of art, and gasped as the hand let go of the stem, disappeared into the hole, and emerged seconds later with another full champagne glass. Past the champagne glory hole wall — there was really no other way to describe it — was a massive outdoor swimming pool, surrounded by chefs serving up endless portions of steak frites, unguarded magnums of Moët casually stacked in ice buckets, the professional Beautiful Women of Las Vegas draped around Peter Schiff, the famous economist/podcaster/Bitcoin skeptic. When not booked for private events, the crescent-shaped pool at Ayu would be filled with drunk people in swim suits, dancing to DJ Kaskade. No one was in the pool tonight. Depravity was not happening here. In fact, there was more networking going on than partying, and it was somehow more engaging than Bone Thugs-N-Harmony suddenly appearing onstage to perform. And it was distinctly not just about making money in crypto. A good percentage of this crowd wore some derivative of a MAGA hat, and anyone who could show off their photos of them with Trump did so. This, I realized, was how crypto bros did politics — a new game for them, where success and influence was not necessarily quantifiable. “Crypto got Trump elected,” Greg Grseziak, an agent who manages crypto influencers, told me, showing me his Trump photo opp. “In four years, this is going to be the biggest event in the presidential race.”Grzesiak walked off to do more networking, I finished my glory hole champagne, and in the meantime, Bone Thugs had started performing “East 1999”. A fellow reporter leaned over. “Who do you think those guys are?” he asked, pointing to a group of extremely tall white men in suits and lanyards, standing behind a velvet rope to the left of the stage.I walked over to investigate. They looked like the group of Steak ‘n Shake executives I met at the Expo Hall — the ones with the beef tallow jars and derivative MAGA hats — and they were lurking next to the stage, watching the rappers like vultures but barely moving to the music. This scene was too preposterous to actually be real: Steak ‘n Shake executives, at the Bitcoin Conference, attending a party for America250, in the VIP section, during a Bone Thugs-n-Harmony set? “Shout out to Steak ‘n Shake for being the first fast food restaurant to accept Bitcoin!” announced one of the Bones. The company logo appeared on a screen above his head.No flashy Vegas magic (or dancers in cow costumes, now shimmying onstage with Steak ‘n Shake signs) could mask what I just saw. This party was co-sponsored by a MAGA-branded fast-food chain owned by Sardar Biglari, a businessman who had purchased Maxim, became its editor-in-chief, and used the smutty magazine to endorse Trump in 2024. So was Frax, the stablecoin exchange, and Exodus, one of the biggest crypto wallet companies in the market. Bitcoin Magazine’s logo flashed across the stage at one point, as editor-in-chief David Bailey, in his own derivative MAGA hat, tried to hype up the crowd for J.D. Vance’s speech the next day. (“You only get to live history once,” he said, to faint cheers.)For some unknown reason, these companies were all putting their money into America250, and as I had to keep reminding myself, America250 — the government nonprofit in charge of planning the country’s celebrations of the 250th anniversary of the Declaration’s signing — was currently working to get tanks in the streets of Washington DC for Donald Trump’s birthday. I went for one last champagne flute from the glory hole, just for the novelty, and as the hand disappeared back into the wall, I caught something I’d missed earlier: above the hole was a logo for TRON, the blockchain exchange run by billionaire Justin Sun. He had faced several fraud investigations from the SEC that magically disappeared after he invested $75 million in a Trump family crypto company, and seemed more than happy to keep throwing crypto money at Trump. Recently, he won the $TRUMP meme coin dinner, spending over $16 million on the token in exchange for a private and controversial dinner with the president.TRON was also cosponsoring the America250 party.Earlier, I’d run into the Australian emcee in the elevator of The Palazzo. She’d spent the day teetering across the Nakamoto Stage in dainty kitten heels, a pinstriped blazer and miniskirt suit set, and given the gratuitous Trump praising and the fact she was blonde, I had stereotyped her as MAGA to the core. But the program was over and she was holding her heels by their ankle straps, barefoot and sighing in relief. This was not her usual style, she told an attendee. She’d take a pair of sneakers over heels if she could. But the conference organizers had told her to dress up because there were senators in attendance. “Tomorrow, the real Bitcoiners are coming,” she said, and she’d get to wear flat shoes. And the next morning, on the day of Vance’s speech, I found myself stuck outside the conference with the “real Bitcoiners.” In spite of all the emails that the conference had sent me reminding me of how strict security measures would be, possibly to overcorrect from last year’s utter shitshow around Trump’s appearance, I’d woken up too late, eaten my bagel too leisurely, got sidetracked by a police officer-turned-Bitcoin investor excited I was wearing orange (whoops), and barely missed the cutoff for the Secret Service to let me in. But the conference had set up televisions with a live feed of Vance’s speech, and the rest of the general admission attendees were remarkably chill about it, opting to mingle in the hallways until the Secret Service left. I found myself in a smaller crowd near the expo hall door, next to a young man carrying a live miniature Shiba Inu (“It’s a tiny doge!” he said proudly), and the podcaster I’d seen earlier in the sequined bomber jacket. He introduced himself as Action CEO, and with nothing else to do but wait — “You can watch the [Vance] replay,” he reassured me, “these events are mainly about networking” — we got to talking. “I’m actually excited that Trump isn’t even here, I’ll be honest with you,” he said, speaking with a rapid cadence. Trump was ultimately just one guy, and the fact that he sent his underlings and political allies — the ones who could actually implement his grand promises for the crypto industry — proved he hadn’t just been paying lip service. That said, it had come with some uncomfortable changes, including the re-emergence of Justin Sun. “It’s a little bit concerning when you say, All right, we don’t care what you did in the past. Come on out, clean slate,” he continued. “That’s the concern right now for most people. Seeing people that did wrong by the space coming back and acting like nothing happened? That’s a little concerning.” And not just that: Sun was back in the United States, having dinner with Trump, and giving him millions of dollars. “If you’re sitting in a room and having a conversation, people are literally gonna go, yeah, it’s kind of sketch that this guy is back here after everything that’s happened. You’re not gonna see it published, because it’s not a popular opinion, but we’re all definitely talking about it.” If Action’s friends weren’t comfortable talking about it openly, that fraudsters with enough money were suddenly back in the mix, it was certainly not the kind of conversation the CEOs were going to have in front of the General Admission crowd. (Though it did mean that the emcee, looking much happier than she did the day before, got to wear low-heeled boots and shorts.) But behind closed doors — or at least at the Code and Country panels, where the base pass attendees couldn’t boo them — they gave a sense of what their backroom conversations with the Trump administration did look like.“I was actually at a dinner last night and one of the things that someone from the admin said was, What if we give you guys everything you want and then you guys forget? Because there’s midterms in 2026, and hopefully 2028, and beyond,” said Sam Kazemian, the founder and CEO of Frax, which had sponsored the America250 party. “But one of the things I said was: We as an industry are very, very loyal. The crypto community has a very, very, very strong memory. And once this industry is legalized, is transparent, is safe, all of the big players understand that this wasn’t possible without this administration, this Congress, this Senate. We’re lifelong, career-long allies.”“Loyalty” is a dangerous concept with this president, who’s cheated on his three wives, stopped paying the legal fees for employees who’d taken the fall for him, ended the careers of sympathetic MAGA Republicans for insufficiently coddling him, withdrew security for government employees experiencing death threats for the sin of contradicting him in public by citing facts. It was only weeks ago that he and Vance were publicly screaming at Ukrainian president Volodymyr Zelensky, who was at the White House to request more aid in the war against Russia, for not saying “thank you” in front of the cameras. It would be less than a week before he began threatening to cancel all of Elon Musk’s government contracts when the billionaire criticized the size of Trump’s budget, even though Musk had given him millions and helped him purge the government. And if you were to find a photo of any political leader, billionaire or CEO standing vacant-eyed next to Trump and shaking his hand, the circumstances are practically a given: they had recently made him unhappy, either for criticizing him, making an imagined slight, or simply asserting themselves. The only way they could avoid public humiliation, or their businesses being crushed via executive order, was to go to Mar-a-Lago, tell the world that the president was wonderful, and underwrite a giant party for his birthday military parade. Maybe Kazemian knew he was being tested, or maybe the 32-year old Ron Paul superfan had no idea what the administration was asking of him. Either way, he responded correctly. At least one person at the conference was thinking about ways that the government could betray the Bitcoin community. As the panel on Bitcoiners becoming sycophants of the state wrapped up, and the other panelists finished telling the government pigs to go fuck themselves and keep their hands off their nerd money, the moderator turned to Casey Rodarmor, a software engineer-turned-crypto influencer, for the last question: “Tell everyone here why Bitcoin wins, regardless of what happens.”“Oh, man, I don’t know if Bitcoin wins, regardless of what happens,” he responded, frowning. He had already gamed out one feasible situation where Bitcoin lost: “If we all of a sudden saw a very rapid inflation in a lot of fiat currencies, and there was a plausible scapegoat in Bitcoin all over the world, and they were able to make a sort of marketing claim that Bitcoin is causing this — Bitcoin is making your savings go to zero, it’s causing this carnage to the economy — 
If that happens worldwide, I think that’s really scary.” The moderator froze, the crowd murmured nervously, and I thought about the number of times Trump had blamed a group of people for problems they’d never caused. An awful lot of them were now being deported. “I take that seriously,” Rodarmor continued. “I don’t know that Bitcoin will succeed. I think that Bitcoin is incredibly strong, it’s incredibly difficult to fuck up. But in that case… man, I don’t know.” I had asked Action CEO earlier if Kazemian, the Frax CEO, was right — if the crypto world was unquestioningly loyal to Trump, if their support of him was unconditional. “Oh, it’s definitely conditional,” he said without hesitation, as his Trump jacket glittered under the fluorescent lights. “It’s a matter of, are you going to be doing the right things by us, by the people who are here?” We walked down the expo hall, past booths promising life-changing technological marvels, alongside thousands of people flooding into Nakamoto Hall, ready to learn how to become unfathomably rich, who paid $199 to be there.The audience of “Are Bitcoiners Becoming Sychophants of the State?”, Day Two of the Bitcoin ConferenceSee More: