Mr. President: The American Presidency 2000-2020 is a game about being the American president.Read More

Nexon posts "record-breaking revenue" in 2024 despite The First Descendant performing "below expectations"Financial reports also confirm it expects to launch seven new games by 2027Image credit: Nexon News by Vikki Blake Contributor Published on Feb. 17, 2025 Maple Story publisher Nexon has released its 2024 fiscal year earnings report, posting record-breaking revenue for the second consecutive year.The Numbers:Revenue: 446.2 billion, up 5% year-over-yearOperating income: 124.2 billion, down 8% year-over-yearNet income: 134.8 billion, up 91% year-over-yearThe Highlights:Whilst Q4 revenue was down 6% year-over-year (YoY), Nexon "delivered record-breaking full-year revenue" across the full year. Net income was up 84%, although Nexon attributes that to an increased FX gain on cash deposits and "an impairment charge recorded in 2023 on investment in an equity-method company," which was not repeated in 2024.The firm reiterated that strengthening and extending established franchises remains a key focus for reaching its 2027 mid-term plan, with its three largest franchises MapleStory, Dungeon&Fighter, and FC growing in aggregate by 10% from 300.7 billion in 2023 to 330.7 billion in 2024, and represented 74% of its 2024 revenue versus 71% in 2023.Shooter The First Descendant came in "below expectations [...] due to a decline in traffic attributable to lack of fresh content." However, Nexon said the Season 2 Update released in December "improved retention."Nexon has secured a co-development agreement with Tencent to bring "additional creative resources" for the development of its Dungeon&Fighter Franchise in China. Under the agreement, Tencent will provide additional production capacity for "hyperlocalization, creating new experiences, and adapting the game to meet evolving trends strategies aimed at attracting a wide range of players in Chinas large game market."Looking aheadNexon expects revenue across Q1 2025 to increase by 1% to 13% year-over-year."Following record-breaking revenue in 2024, Nexon is committed to strengthening established franchises like Dungeon&Fighter for sustained growth and profitability," said Junghun Lee, president and CEO of Nexon."A disciplined increase in our own creative force, plus a new co-development agreement with Tencent, will provide the resources needed to drive growth. Additionally, seven new games scheduled for launch by 2027, each have potential to generate annual revenue over 10 billion ($66m). We have the vision, plan, and balance sheet to drive significant growth in the years ahead."

The Department of Government Efficiency has requested access to the Internal Revenue Services taxpayer data system potentially giving it access to highly sensitive information, including Social Security Numbers and tax returns according to a report from CNN. DOGE has also launched an IRS-specific account on X and is soliciting insights on finding and fixing waste, fraud, and abuse within the agency.DOGE is seeking help from the public! Please DM this account with insights on finding and fixing waste, fraud and abuse relating to the Internal Revenue Service. DOGE IRS (@DOGE_IRS) February 17, 2025The New York Times reports that DOGE is seeking, and will likely get, access to systems including the Integrated Data Retrieval System (IDRS), which contains personally identifying information on millions of taxpayers, including bank account numbers, Social Security numbers, addresses, tax returns, and more. Access to the IDRS is highly restricted within the IRS, and improper access can be punished by fines and imprisonment. Waste, fraud and abuse have been deeply entrenched in our broken system for far too long, Harrison Fields, White House deputy press secretary, said in a statement to multiple outlets. It takes direct access to the system to identify and fix it.Senators Elizabeth Warren (D-MA) and Ron Wyden (D-OR) sent a letter to the IRS commissioner on Monday requesting that the IRS immediately disclose to the Senate Committee on Finance the full extent of the potential access to IRS systems and data granted to DOGE team members so that the Committee can address any efforts by DOGE personnel to gain access to taxpayer records at the IRS, which may constitute criminal violations of federal privacy laws.The Times also reports that the IRS is planning to lay off thousands of employees in the lead-up to the services busiest time of year. Tax Day in the US this year is April 15th.

It being winter and all, theres a high probability that many of us are spending more time bingeing TV shows and movies indoors than we might otherwise. And while its true that most streaming services dont cost much in comparison to most of the tech we cover, we all know monthly subscription fees have a way of adding up. Before you know it, youre spending as much on streaming as you would on cable.RelatedHowever, if youre trying to cut down on your expenses (and who isnt these days?), you dont necessarily need to unsubscribe from everything. In fact, weve found a few ways for you to save on your monthly subscriptions. It turns out a variety of platforms are offering ongoing promos, some of which are even available to new and returning subscribers alike. Below, weve curated some of the best deals going on right now, so you can enjoy streaming your favorite show or movie without worrying about breaking the bank.In this articleQuick note: keep an eye out for free trials and student discountsMost streaming services offer free trials that typically last from a week to a month, whether you sign up for an annual membership or just a monthly subscription. In all instances, however, you will have to provide your credit card information in advance. You will also automatically be charged once your trial is over, so make a note in your calendar to cancel your subscription if youre unhappy with the service.Some platforms, though not all, also offer student discounts. These include Hulu, Paramount Plus, YouTube TV, Amazon Prime, and more. Youll have to prove your eligibility and typically be enrolled in an accredited Title IV college or university to take advantage of these deals.The best Peacock dealsPeacock Premium (annual subscription, with ads)$30$8063% off$30Now through through February 18th, new and lapsed subscribers can get one year of Peacock Premium for $29.99 ($50 off) with promo code WINTERSAVINGS. Peacock grants access to next-day programming from NBC and Bravo as well as live sports like WWE, movies like Twisters, and shows like Saturday Night Live.$30 at PeacockPeacock is NBCUniversals streaming service, one that offers next-day programming from NBC (and Bravo). The platform also provides access to live sports programming, including Sunday Night Football and WWE, as well as movies and shows like The Wild Robot, Conclave, Twisters, Oppenheimer, Yellowstone, Teacup, The Office, Saturday Night Live, and Rian Johnsons Poker Face.The platform currently offers two distinct plans: an ad-supported Peacock Premium tier for $7.99 a month (or $79.99 a year) or the ad-free Peacock Premium Plus tier for $13.99 a month (or $139.99 a year). Only the latter lets you download content for offline viewing, however.In terms of discounts, new and lapsed subscribers can get a year of ad-supported Peacock Premium for $29.99 ($50 off), so long as they sign up before February 19th. Current Peacock Premium and Premium Plus subscribers are not eligible for this deal; however, those with free Peacock accounts are able to take advantage of the ongoing promo when they use code WINTERSAVINGS.If youre not eligible for the current Peacock promo, you can also grab a complimentary subscription when you sign up for a year of Instacart Plus ($99 annually or $9.99 a month). You can also get free access if youre an Xfinity Internet customer with gigabit speeds or youre a Diamond or Platinum Rewards member.The best Sling TV dealsSling TV (one-month subscription)$36$6847% off$36Sling TV is a live TV streaming service featuring live and on-demand TV channels like CNN, Fox, NBC, Comedy Central, Cartoon Network, and more. Right now, new subscribers can get up to $10 off their first month through February 28th. The platform is also throwing in a complementary month of Max and unlimited DVR storage, as well as an AMC Plus subscription for the rest of the year.Sling TV is a streaming service that functions as a more affordable alternative to YouTube TV and Hulu with Live TV. With it, you can watch a range of streaming services as well as live and on-demand channels including ESPN, CNN, Fox, NBC, Comedy Central, and Cartoon Network on multiple devices.Sling offers an ad-supported free tier Sling Freestream which provides access to more than 500 live channels as well as more than 40,000 on-demand movies and TV shows. The platform also offers three paid plans, all of which come with 50 hours of DVR storage: Sling Blue ($50.99 a month); Sling Orange ($45.99 a month); and Sling Orange and Blue ($65.99 a month). Sling also lets you subscribe to Max as an add-on for a discount, or you can buy an ad-free subscription to Max as a standalone service for $16.99 a month.If youre into sports, you may want to opt for Sling Orange over Blue as it grants access to ESPN channels but only on one device. Sling Blue, however, offers a number of channels Sling Orange lacks, including Fox News, MSNBC, E!, Discovery, Bravo, and local NBC or Fox affiliates. You can also subscribe to a bundle that includes both Sling Orange and Sling Blue, which offers all of the channels the first two plans feature.To celebrate its 10th anniversary, Sling is taking $10 off the first month of Sling Orange or Blue through February 28th. The service is also throwing in a complementary month of Max (valued at $16.99 a month) and unlimited DVR storage (an extra $5 a month), as well as access to AMC Plus for the rest of the year. This deal is available to both new customers, as well as past Sling TV subscribers who havent been a subscriber within the past 12 months.In summary, new subscribers can get a month of Sling Orange with a free month of Max and unlimited DVR storage for just $35.99 for their first month, which equates to a $42 discount. If you subscribe to Sling Blue, youll pay $40.99 ($32 off) for your first month, or $55.99 ($32 off) if you subscribe to both plans.The best Apple TV Plus deals$30Apples streaming service has a variety of original programming, including live MLB games and standouts like Severance, Ted Lasso, Silo, and Coda. A subscription normally runs $9.99 per month with a seven-day free trial; a three-month subscription is also available for free from Best Buy for both new and returning subscribers.$30 at Best BuyApple TV Plus is a service owned by Apple that streams original shows and movies in 4K HDR, including Ted Lasso, The Morning Show, Silo, Severance, Finch, Coda, For All Mankind, and Napoleon. The platform also is the streaming home to Major League Soccer, and currently costs $9.99 a month.There are a couple of promos to make note of when it comes to Apple TV Plus. For instance, new and returning subscribers can currently get three months of Apple TV Plus for free at Best Buy. You can also get a free three-month subscription when you buy an Apple device, though youll have to redeem the offer within 90 days.RelatedApple TV Plus is also included in Apple One, which lets you bundle up to four other Apple services for a single monthly subscription starting at $19.95. Youll also get a free month of Apple TV Plus if you buy it as a part of Apple One. In addition, eligible individuals who sign up for the student Apple Music subscription, which starts at $5.99 per month, can get Apple Music for 50 percent off with a free Apple TV Plus subscription.As far as carrier deals go, T-Mobile offers discounts on Apple TV Plus, as well as other streaming services. For instance, the wireless carrier is currently offering customers in the US complimentary access to Apple TV Plus when they subscribe to a qualifying Go5G Next line.RelatedThe best Disney Plus dealsLegacy Disney Bundle (one-month subscription)$10$2255% off$10The Legacy Disney Bundle is $10 a month when you subscribe to one of Verizons Unlimited plans, which starts at $30 per line. The bundle includes ad-free Disney Plus, Hulu with ads, and ad-supported ESPN Plus. The deal is only available to existing subscribers who were already enrolled in this plan, however, not new customers.$10 at DisneyWith Disney Plus, you can stream a wide range of shows and movies, including Star Wars: Skeleton Crew, Deadpool & Wolverine, X-Men 97, Your Friendly Neighborhood Spider-Man, and Taylor Swifts Eras Tour film. A monthly Disney Plus subscription currently costs $9.99 a month with ads or $15.99 a month without (or $159.99 annually).As far as bundles go, Disney also offers an ad-supported, $10.99-a-month Disney Bundle Duo Basic subscription that brings together Disney Plus and Hulu, which you can get ad-free for an extra $9 per month. Theres also the $16.99-a-month Disney Bundle Trio Basic bundle, which includes the ad-supported Hulu and ESPN Plus (paying an extra $10 a month nets you the ad-free version of Hulu and Disney Plus). Thats cheaper than subscribing to all three streaming services individually, and is the wisest route to take if you plan on subscribing to all three.That being said, there are other ways to save. For instance, those currently on one of Verizons Unlimited plans can get the Legacy Disney Bundle for $10 a month. The bundle which includes ad-free Disney Plus, Hulu with ads, and ad-supported ESPN Plus typically costs $21.99 a month, so youre effectively saving $11.99. Note, however, that the deal is only available to existing subscribers who enrolled in this plan before it was discontinued.The best Hulu deals$10Hulu grants access to originals like The Handmaids Tale, as well as non-Hulu content like Shogun, The Bear, Futurama, Say Nothing, and Alien: Romulus. T-Mobile also offering complementary access to the Hulu-ad supported plan when you maintain a qualifying Go5G Next line.$10 at Hulu Hulu offers both ad-supported and ad-free plans. No matter which you buy, youll be able to access all of Hulus TV shows and movies on multiple devices, including originals like The Handmaids Tale and Sand Land, as well as non-Hulu content like Shogun, The Bear, Futurama, and The Veil. The service also allows two people to stream simultaneously, and you can have up to six user profiles. However, subscribing to the ad-free plan means you wont have to deal with commercials; youll also be able to watch downloads offline.Right now, the ad-supported plan runs $9.99 per month, while the ad-free plan costs $18.99 a month. Hulu also sells ad-free and ad-supported bundles that include Disney Plus and / or ESPN Plus, which are cheaper than subscribing to each service individually. With the Hulu with Live TV, Disney Plus, and ESPN Plus bundle, youll be able to access more than 90 live sports, news, and entertainment channels, as well as Hulu, ESPN Plus, and Disney Plus content. Youll also be able to record live shows with unlimited DVR storage and take advantage of the same features the standard, ad-free, and ad-supported Hulu plans offer. The ad-supported Hulu with Live TV subscription is $82.99 a month, while the ad-free tier is $95.99 a month.However, if you just want Hulu and dont need the live TV version, you can subscribe to the ad-supported Disney Bundle Duo Basic, which includes Disney Plus, for $10.99 a month. You can also add ESPN Plus for $16.99 per month, or get rid of ads and add live sports for $26.99 a month.In terms of deals, students can subscribe to the ad-supported version for $1.99 a month or a bundle that combines Spotify Premium, Showtime, and ad-supported Hulu for $5.99 a month. Some wireless carriers are also offering customers discounts when they buy premium phone plans. As mentioned previously, Verizon grants you access to the Legacy Disney Bundle for $10 a month when you opt for one of Verizons Unlimited plans. That bundle includes ad-free Disney Plus, Hulu with ads, and ad-supported ESPN Plus. However, the deal is only available to existing subscribers who were already enrolled in this plan. T-Mobile, meanwhile, is offering complimentary access to Hulus ad-supported tier when you maintain a qualifying Go5G Next line. The best Max dealsMax (ad-free, monthly)$17$17Max provides access to shows like Furiosa: A Mad Max Saga, Dune: Prophecy, The Last of Us, The Penguin, as well as films like Barbie and Dune starting at $9.99 a month. AT&T offers complimentary access to the ad-free Max tier when you subscribe to a select AT&T Unlimited Choice or Plus plan, which starts at $60 per month.$17 at MaxMax, formerly known as HBO Max, is home to Game of Thrones and its spinoff, House of the Dragon, along with shows and movies like Furiosa: A Mad Max Saga, Dune: Prophecy, The Last of Us, Wonka, Euphoria, Hacks, Scavengers Reign, The Batman, Succession, and even content from Discovery Plus.The platform offers an ad-supported tier that costs $9.99 a month and two ad-free plans that start at $16.99 a month. Unlike the ad-supported plan, the standard ad-free tier also lets you download 30 shows or movies for offline viewing. Max also offers a $20.99-a-month Premium plan, which allows you to stream in 4K Ultra HD and supports Dolby Atmos with select content. The latter plan also lets you stream on four devices simultaneously and download a maximum of 100 shows or movies to watch on the go.Max also offers an annual subscription and various bundles, both of which drop the price. The ad-supported plan costs $99.99 a year, saving you a modest $19 over the course of 12 months, while subscribing to the annual ad-free base plan for $169.99 saves you $33. You can also save about $41 by subscribing to the annual Ultimate Ad-Free plan for $209.99. Lastly, you can opt for the ad-supported bundle that contains Max, Disney Plus, and Hulu for $16.99 a month, or pay $13 extra a month to get rid of ads. The combined total is cheaper than subscribing to all three individually, thus saving you some money in the long run.Max isnt currently offering a discount, but multiple wireless carriers are offering deals. You can, for instance, get a year of both Netflix and Max when you purchase a 5G Home Plus, LTE Home Plus, Fios 1 Gig, or the Fios 2 Gig Verizon Home Internet (VHI) plan. AT&T also includes complimentary access to ad-free Max when you subscribe to select AT&T Unlimited Choice or Plus plans, which start at $60 a month. If you opt for Crickets Unlimited Plus 15GB Mobile Hotspot phone plan, which starts at $60 a month, youll also be able to get the ad-supported version of Max for free. Finally, you can get two months of Max free with DirectTV Stream or Satellite TV services.The best Netflix deals$8The well-known streaming service offers individual subscriptions starting at $7.99 a month as well as more premium tiers that allow for 4K resolution and additional users. T-Mobile is offering the ad-supported plan for free those on qualifying Go5G Next, Go5G Plus, and Magenta Max lines. This deal is also available to those on two or more qualifying Go56 and Magenta lines.$8 at NetflixA Netflix subscription grants you access to thousands of movies and TV shows, as well as a limited number of mobile games. Notable shows and movies include Squid Game, Dan Da Dan, Baby Reindeer, The Witcher: Sirens of the Deep, Cobra Kai, Stranger Things, The Killer, and Arcane, among countless others.RelatedThe well-known streaming service currently offers three plans: Standard with ads ($7.99 per month), Standard without ads ($17.99 per month), and Premium ($24.99 per month). The premium tier allows for higher resolution, lets multiple users watch content on four devices at the same time as opposed to just two, and lets you download on six devices at a time as opposed to just two. Its also the only plan that supports 4K Ultra HD content, as well as spatial audio.Netflix isnt currently offering a discount, but T-Mobile is offering the ad-supported plan for free to those on qualifying Go5G Next and Go5G Plus lines. This deal is also available to those on qualifying Magenta Max lines, or for those who sign up to two or more Go56 and Magenta lines. As mentioned previously, you can also get a year of both Netflix and Max when you purchase one of the following Verizon Home internet plans: a 5G Home Plus, LTE Home Plus, Fios 1 Gig, or the Fios 2 Gig Verizon Home Internet (VHI) plan.The best YouTube TV dealsYouTube TV (monthly)$70$8316% off$70YouTube TV offers access to more than 100 major channels covering live sports, news, entertainment, and more. It also includes unlimited recording for up to six accounts. Now through March 31st, new subscribers can pay $69.99 ($13 off) a month for the first six months when they sign up for the YouTube TV Base Plan.$70 at YouTubeYouTube TV grants subscribers access to live sports and a number of major news and entertainment channels, including PBS, Comedy Central, Nickelodeon, NBC, ABC, Fox, CNN, and more. It also comes with unlimited recording for a maximum of six accounts, all for $82.99 per month. You can buy optional add-ons as well, which range between $2 and $65 a month and include access to services like Max, Starz, and NBA League Pass. The service also offers a separate Spanish-only plan.Now through March 31st, new subscribers can sign up for the YouTube TV Base Plan for $69.99 ($13 off) a month for the first six months. Youll also receive a weeklong trial of Max when you sign up.The best Paramount Plus and Showtime deals$8The ad-supported Paramount Plus Essential plan provides access to a wide variety of shows and films, including Tales of the Teenage Mutant Ninja Turtles, the entire Yellowstone catalog, Top Gun: Maverick, and Bob Marley: One Love. Walmart Plus members can currently get it for free as a part of their plan.$8 at Paramount PlusParamount Plus and Showtime provides access to live sports and 24/7 live news with CBS News. It also grants access to the entire Paramount Plus catalog, including shows like Tales of the Teenage Mutant Ninja Turtles and Yellowstone spinoff 1923, as well as films like Gladiator II and Top Gun: Maverick. Youll also get access to Showtimes library, which includes originals like Billions, Dexter: Resurrection, and Yellowjackets, as well as movies like Talk To Me and Past Lives.If you want to subscribe to both Paramount Plus and Showtime, you can sign up for the ad-free Paramount Plus with Showtime package for $12.99 a month. Alternatively, if youre willing to pay upfront, you can save about $36 over the course of a year when you subscribe to the annual plan for $119.99 per year.Alternatively, you can subscribe to Paramount Plus as a standalone service when you pay for Paramount Plus ad-supported Essential plan, which costs $7.99 per month. The annual plan, meanwhile, costs $59.99 per year, saving you $36 over the course of 12 months if youre willing to pay upfront. Just bear in mind this plan offers less live sports than the Paramount Plus with Showtime package, and wont let you download content for offline viewing.In terms of deals, Walmart Plus subscribers can currently get the Essential plan for free as part of their subscription. College students can also subscribe to the Essential plan for $5.99 ($2 off) a month, while seniors with an AARP membership can get a 10 percent discount on the Essential plan or Paramount Plus with Showtime plan. Lastly, military members can get a 50 percent discount on a year of the Essential or Paramount Plus with Showtime plans.The best Starz dealsStarz (six months, ad-free)$18$4661% off$18With Starz, you can stream movies like Asteroid City and Jurassic Park, as well as original shows like Outlander. Currently, the platform only offers one ad-free plan, which typically costs $10.99 a month.$18 at StarzWith Starz, you can stream a variety of shows and movies, including John Wick: Chapter 4, M3GAN, and Asteroid City, as well as originals like Outlander and Sweetpea. The platform only offers a single ad-free plan that runs $10.99 a month, and you can stream on up to four devices at a time and download content for offline viewing. Right now, however, some subscribers can get three months of Starz for $3 a month. Alternatively, you can get six months for $17.99 instead of $45.99.The best Amazon Prime Video deals$9Amazon Prime members can take advantage of faster delivery as well as an assortment of other benefits. This includes Amazon Prime Video, which encompasses a wide range of movies, some live content, and shows like The Lord of the Rings: The Rings of Power. Customers of Metro By T-Mobiles unlimited plan can get a free Amazon Prime membership, which provides access to Prime Video for free.$9 at AmazonAmazon Prime Video is an on-demand streaming service owned by Amazon. Its library includes a range of movies, some live content, and shows like Fallout, The Lord of the Rings: The Rings of Power, The Boys, The Marvelous Mrs. Maisel, and more. You can also watch certain titles in 4K and take advantage of deals on rentals and purchases not included in the subscription. Theres also an option to add extra channels with Prime Video channels, or go ad-free for an additional $2.99 a month.Amazon Prime Video is included with an Amazon Prime membership, though you can sign up for the service without a membership for $8.99 a month with ads or $11.98 without. Right now, customers of Metro By T-Mobiles unlimited plan can also get a free Amazon Prime membership, which provides access to Prime Video and other benefits, for free.See More:

Transforming language models into effective red teamers is not without its challenges. Modern large language models have transformed the way we interact with technology, yet they still struggle with preventing the generation of harmful content. Efforts such as refusal training help these models deny risky requests, but even these safeguards can be bypassed with carefully designed attacks. This ongoing tension between innovation and security remains a critical issue in deploying these systems responsibly.In practice, ensuring safety means contending with both automated attacks and human-crafted jailbreaks. Human red teamers often devise sophisticated multi-turn strategies that expose vulnerabilities in ways that automated techniques sometimes miss. However, relying solely on human expertise is resource intensive and lacks the scalability required for widespread application. As a result, researchers are exploring more systematic and scalable methods to assess and strengthen model safety.Scale AI Research introduces J2 attackers to address these challenges. In this approach, a human red teamer first jailbreaks a refusal-trained language model, encouraging it to bypass its own safeguards. This transformed model, now referred to as a J2 attacker, is then used to systematically test vulnerabilities in other language models. The process unfolds in a carefully structured manner that balances human guidance with automated, iterative refinement.The J2 method begins with a manual phase where a human operator provides strategic prompts and specific instructions. Once the initial jailbreak is successful, the model enters a multi-turn conversation phase where it refines its tactics using feedback from previous attempts. This blend of human expertise and the models own in-context learning abilities creates a feedback loop that continuously improves the red teaming process. The result is a measured and methodical system that challenges existing safeguards without resorting to sensationalism.The technical framework behind J2 attackers is thoughtfully designed. It divides the red teaming process into three distinct phases: planning, attack, and debrief. During the planning phase, detailed prompts break down conventional refusal barriers, allowing the model to prepare its approach. The subsequent attack phase consists of a series of controlled, multi-turn dialogues with the target model, each cycle refining the strategy based on prior outcomes.In the debrief phase, an independent evaluation is conducted to assess the success of the attack. This feedback is then used to further adjust the models tactics, fostering a cycle of continuous improvement. By modularly incorporating diverse red teaming strategiesfrom narrative-based fictionalization to technical prompt engineeringthe approach maintains a disciplined focus on security without overhyping its capabilities.Empirical evaluations of the J2 attackers reveal encouraging, yet measured, progress. In controlled experiments, models like Sonnet-3.5 and Gemini-1.5-pro achieved attack success rates of around 93% and 91% against GPT-4o on the Harmbench dataset. These figures are comparable to the performance of experienced human red teamers, who averaged success rates close to 98%. Such results underscore the potential of an automated system to assist in vulnerability assessments while still relying on human oversight.Further insights show that the iterative planning-attack-debrief cycles play a crucial role in refining the process. Studies indicate that approximately six cycles tend to offer a balance between thoroughness and efficiency. An ensemble of multiple J2 attackers, each applying different strategies, further enhances overall performance by covering a broader spectrum of vulnerabilities. These findings provide a solid foundation for future work aimed at further stabilizing and improving the security of language models.In conclusion, the introduction of J2 attackers by Scale AI represents a thoughtful step forward in the evolution of language model safety research. By enabling a refusal-trained language model to facilitate red teaming, this approach opens new avenues for systematically uncovering vulnerabilities. The work is grounded in a careful balance between human guidance and automated refinement, ensuring that the method remains both rigorous and accessible.Check outthePaper.All credit for this research goes to the researchers of this project. Also,feel free to follow us onTwitterand dont forget to join our75k+ ML SubReddit. Asif RazzaqWebsite| + postsBioAsif Razzaq is the CEO of Marktechpost Media Inc.. As a visionary entrepreneur and engineer, Asif is committed to harnessing the potential of Artificial Intelligence for social good. His most recent endeavor is the launch of an Artificial Intelligence Media Platform, Marktechpost, which stands out for its in-depth coverage of machine learning and deep learning news that is both technically sound and easily understandable by a wide audience. The platform boasts of over 2 million monthly views, illustrating its popularity among audiences.Asif Razzaqhttps://www.marktechpost.com/author/6flvq/A Step-by-Step Guide to Setting Up a Custom BPE Tokenizer with Tiktoken for Advanced NLP Applications in PythonAsif Razzaqhttps://www.marktechpost.com/author/6flvq/LG AI Research Releases NEXUS: An Advanced System Integrating Agent AI System and Data Compliance Standards to Address Legal Concerns in AI DatasetsAsif Razzaqhttps://www.marktechpost.com/author/6flvq/KAIST and DeepAuto AI Researchers Propose InfiniteHiP: A Game-Changing Long-Context LLM Framework for 3M-Token Inference on a Single GPUAsif Razzaqhttps://www.marktechpost.com/author/6flvq/DeepSeek AI Introduces CODEI/O: A Novel Approach that Transforms Code-based Reasoning Patterns into Natural Language Formats to Enhance LLMs Reasoning Capabilities Recommended Open-Source AI Platform: IntellAgent is a An Open-Source Multi-Agent Framework to Evaluate Complex Conversational AI System' (Promoted)

The Dell President's Day Sale is officially under way. This is usually one of Dell's biggest sale events of the entire year, rivalling the discounts we see during Back to School and Black Friday, both of which are months away. Normally, this would be one of the best times to buy a Dell gaming PC or laptop during the first half of the year. This year, Dell has definitely put more of an emphasis on moving its gaming laptops. While the prebuilt gaming PC deals aren't as prevalent, there are plenty of excellent deals on Alienware m-series and x-series laptops to be found.Dell and Alienware CouponsDell and Alienware Gaming PC DealsNew for 2025Alienware Area-51 Intel Core Ultra 9 285K RTX 5080 Gaming PC (32GB/2TB)$4,449.99 at AlienwareNew for 2025Alienware Area-51 Intel Core Ultra 9 285K RTX 5080 Gaming PC (64GB/4TB)$5,049.99 at AlienwareAlienware Aurora R16 i9-14900KF RTX 4090 Gaming PC$3,699.99 at AlienwareAlienware Aurora R16 i7-14700F RTX 4070 Ti Super Gaming PCAlienware Aurora R16 i7-14700F RTX 4070 Super Gaming PCDell and Alienware Gaming Laptop DealsAlienware m16 R2 16" Intel Core Ultra 9 185H RTX 4060 Gaming LaptopAlienware m16 R2 16" Intel Core Ultra 7 155H RTX 4070 Gaming LaptopAlienware x16 R2 16" Intel Core Ultra 9 185H RTX 4070 Gaming LaptopAlienware x16 R2 16" Intel Core Ultra 9 185H RTX 4090 Gaming LaptopAlienware m18 R2 18" Intel Core i7-14700HX RTX 4070 Gaming LaptopAlienware m18 R2 18" Intel Core i9-14900HX RTX 4080 Gaming LaptopAlienware m18 R2 18" Intel Core i9-14900HX RTX 4090 Gaming LaptopDell G16 16" QHD+ Intel Core i7-13650HX RTX 4060 Gaming LaptopDell G16 16" Intel Core i9-13900HX RTX 4070 Gaming LaptopDell and Alienware Gaming Monitor Deals32" Alienware AW3225QF 4K 240Hz QD-OLED Gaming Monitor27" Alienware AW2725DF QHD 360Hz OLED Gaming Monitor34" Dell S3422DWG WQHD 144Hz Gaming Monitor32" Dell S3222DGM QHD 165Hz VA Gaming Monitor22" Dell SE2225H 1080p VA Monitor34" Alienware AW3423DWF WQHD 165Hz QD OLED Gaming Monitor27" Dell G2725D QHD 180Hz Gaming MonitorYou can quickly browse through all of the listed products on sale above. See below for our favorite picks.Presidents' Day Gaming PC DealsAlienware Area-51 RTX 5080 Up for PreorderNew for 2025Alienware Area-51 Intel Core Ultra 9 285K RTX 5080 Gaming PC (32GB/2TB)$4,449.99 at AlienwareNew for 2025Alienware Area-51 Intel Core Ultra 9 285K RTX 5080 Gaming PC (64GB/4TB)$5,049.99 at AlienwareDell just launched its new Alienware Area-51 lineup of gaming PCs today. Currently, it's available in only two configurations - both paired with an Intel Core Ultra 9 285K and GeForce RTX 5080 GPU - starting at $4,449.99. Don't expect to get it right away either; Dell estimates this system to arrive at doorNew for 2025: The Alienware Area-51 ChassisDell unveiled the new Alienware Area-51 gaming PC at CES 2025. The chassis looks similar to the 2024 R16 system with some minor aesthetic and cooling redesigns and updated components. The I/O panel is positioned at the top of the case instead of the front, and the tempered glass window now spans the entire side panel instead of just a smaller cutout. As a result, the side panel vents are gone, and instead air intakes are located at the bottom as well as the front of the case. Alienware is now pushing a positive airflow design (more intake than exhaust airflow), which usually means a less dusty interior. The internal components have also all been refreshed, with a new motherboard, faster RAM, and more powerful power supply to accommodate the new generation of CPUs and the RTX 50 series GPUs.Alienware Aurora R16 RTX 4090 Gaming PCAlienware Aurora R16 i9-14900KF RTX 4090 Gaming PC$3,699.99 at AlienwareThe Alienware Aurora R16 RTX 4090 gaming PC is currently $3,699.99 (no discounts available). The RTX 4090 is the most powerful RTX 40 series GPU. In his RTX 4090 review, Chris Coke writes, "The RTX 4090 may be huge and expensive, but holy smokes if it doesnt blow the competition out of the water... Until the rest of the pack can catch up, between its impressive hardware specs and its DLSS 3 AI wizardry, even the $1,599 price doesnt seem unreasonable for the unrivaled frame rates that this card can crank out." The 4090 is also great for AI thanks to its 24GB of VRAM.Alienware Aurora R16 RTX 4070 Ti Super Gaming PCAlienware Aurora R16 i7-14700F RTX 4070 Ti Super Gaming PCThis Alienware Aurora R16 gaming PC boasts a multi-tasking friendly Intel Core i7-14700F CPU and RTX 4070 Ti Super GPU for $1,899.99 after a $200 instant discount. The RTX 4070 Ti Super is a second gen RTX 40 series GPU; it's about 10% more powerful than the RTX 4070 Ti and 15-25% faster than the RTX 4070 Super. This is a great card for both 1440p and 4K gaming. The VRAM count is upped to 16GB compared the the RTX 4070.Presidents' Day Gaming Laptop DealsAlienware m16 Gaming LaptopsAlienware m16 R2 16" Intel Core Ultra 9 185H RTX 4060 Gaming LaptopAlienware m18 R2 18" Intel Core i9-14900HX RTX 4080 Gaming LaptopAlienware m16 R2 16" Intel Core Ultra 7 155H RTX 4070 Gaming LaptopDell is offering an Alienware m16 R2 RTX 4060 gaming laptop for just $1,299.99 shipped after a $400 instant discount. This is already a great price for an Alienware laptop equipped with the RTX 4060 GPU, but this configuration also upgrades the processor to an Intel Core Ultra 9, which is uncommon at this price point.For an extra $200 you can upgrade to an RTX 4070 GPU. On the processor side, you are limited to an Intel Core Ultra 7 155H processor, but at QHD+ resolution, most games will be GPU - not CPU - bound. That means that this laptop will be able to push higher framerates and/or higher settings than the RTX 4060 gaming laptop. For anyone who prioritizes gaming performance over all else, the $200 extra cost is justified.Alienware x16 R2 Gaming LaptopsAlienware x16 R2 16" Intel Core Ultra 9 185H RTX 4070 Gaming LaptopAlienware x16 R2 16" Intel Core Ultra 9 185H RTX 4090 Gaming LaptopThe Alienware x16 gaming laptop is a slimmer and lighter redesign of the traditional m-series laptop. It's the thinnest 16" Alienware laptop ever and compares in build quality and performance to other high-end ultra-thin laptops like the Razer Blade. This Alienware x16 R2 laptop is built with premium materials, like a magnesium alloy chassis and palm rest, anodized aluminum lid, stainless steel keyboard tray, and Micro LED RGB accent lighting. It's only 0.73" thin and weighs in at 6 pounds. That's impressive considering the fact that this laptop can be equipped with the most power NVIDIA GPU.Alienware m18 R2 Gaming LaptopsAlienware m18 R2 18" Intel Core i7-14700HX RTX 4070 Gaming LaptopAlienware m18 R2 18" Intel Core i9-14900HX RTX 4090 Gaming LaptopThe Alienware m18 is the biggest Alienware laptop you can buy with an imposing 18" 2560x1600 display and top-of-the-line components. There are three models that are on sale today. The highest end model includes an Intel Core i9-14900HX CPU RTX 4090 GPU, 64GB of RAM, and a 4TB SSD for $3,399.99. The RTX 4090 is still the most powerful mobile GPU on the market, and by a very substantial margin. It's roughly equivalent to a desktop RTX 3090 GPU. If that's beyond your budget, there's also a model equipped with an Intel Core i7-14700HX CPU and RTX 4070 GPU for $1,799.99.Dell G-Series Gaming LaptopsDell G16 16" QHD+ Intel Core i7-13650HX RTX 4060 Gaming LaptopDell G16 16" Intel Core i9-13900HX RTX 4070 Gaming LaptopDell has dropped the prices on the G16 16" gaming laptops. Dells G-series laptops are great options for budget gamers. They offer excellent gaming performance equal to a comparably equipped Alienware laptop but at a much lower price point. They also have better build quality than Dell's Inspiron lineup, with nicer materials that include anodized aluminum, and an aggressive cooling design borrowed from Alienware laptops.Presidents' Day Monitor Deals32" Alienware AW3225QF 4K OLED Monitor32" Alienware AW3225QF 4K 240Hz QD-OLED Gaming MonitorThe best Alienware high-end gaming monitor deal is on sale for Presidents' Day. The 32" Alienware AW3225QF 4K QD OLED gaming monitor just dropped to $899.99 after a $300 instant discount. If you're looking for the best 4K gaming monitor, this should definitely be on your short list. This is the monitor I currently use and highly recommend it.27" Alienware AW2725QF 360Hz OLED MonitorBetter deal on Amazon27" Alienware AW2725DF QHD 360Hz OLED Gaming MonitorThe Alienware AW2725QF 27" gaming monitor normally retails for $899.99, but right now Amazon has it for only $649.99 after a $250 instant discount. The AW2725QF is Dell's first (and only) monitor with both an OLED panel and blazing fast 360Hz refresh rate. This is easily one of the best 27" QHD gaming monitors you can get right now, especially if you're aiming for the highest frame rates possible in your FPS games.34" Dell S3422DWG Ultra-Wide Gaming Monitor34" Dell S3422DWG WQHD 144Hz Gaming MonitorThe best gaming monitor from Dell in terms of value is the 34" Dell S3422DWG ultra-wide gaming monitor, and right now it's down to $329.99 shipped. This is a 34" monitor with a 16:10 ultra-wide aspect ratio, 3440x1440 resolution, 144Hz refresh rate, 1800R curve, and AMD FreeSync Premium Pro certification. 1440p resolution is a solid sweet spot when you have to compromise between image quality and performance. A 34" 1440p display boasts a sharp 108ppi pixel density but it won't tax your system as heavily as a 4K display. You can pair it with a GeForce RTX 4070 and get high framerates in most games.32" Dell S3222DGM Gaming Monitor32" Dell S3222DGM QHD 165Hz VA Gaming MonitorIf you're looking for a budget gaming monitor that's still good, then look no further than Dell's 32" S3222DGM gaming monitor, which drops to $229.99 after a $100 off instant discount. The S3222DGM is a 32" monitor with a more traditional 2560x1440 resolution, 165Hz refresh rate, and 1800R curve. The VA panel boasts a fast 1ms (2ms gray-to-gray) response time, 100% sRGB color space, and AMD FreeSync Premium certification.22" Dell SE2225H Productivity Monitor22" Dell SE2225H 1080p VA MonitorThe Dell SE225H is solid productivity monitor at a bargain price. It's normally priced at an already reasonable $89.99, but there's a $30 off instant discount that drops it to $59.99. This is a no-frills 22" monitor with a 1080p resolution, 60Hz refresh rate, and HDMI and VGA inputs.Looking for more deals? Check out the best Alienware gaming laptop and PC deals today.Why Should You Trust IGN's Deals Team?IGN's deals team has a combined 30+ years of experience finding the best discounts in gaming, tech, and just about every other category. We don't try to trick our readers into buying things they don't need at prices that aren't worth buying something at. Our ultimate goal is to surface the best possible deals from brands we trust and our editorial team has personal experience with. You can check out our deals standards here for more information on our process, or keep up with the latest Presidents' Day deals we find on IGN's Deals account on Twitter.Eric Song is the IGN commerce manager in charge of finding the best gaming and tech deals every day. When Eric isn't hunting for deals for other people at work, he's hunting for deals for himself during his free time.

The Fell Omen bosses of Elden Ring are infamous at this point, so it's nice to see that with Elden Ring Nightreign, FromSoftware has let them loose upon the Lands Between.Morgott, whom Elden Ring players had to fight later on in the game's campaign, is one such infamous boss. His phantom versions can pop out and surprise you throughout the campaign, and it seems like that particular facet of Morgott made it into Nightreign, where an unnamed Fell Omen (essentially an upgraded Morgott) can jump-scare invade players.While Morgott isn't the only boss that can invade your squad as you run through Nightreign, he is a very fitting invader. Not only does it line up with his surprise appearances in Elden Ring, but he even gets some extra voice lines and a few new moves to throw at you. If you get to bring two pals to the fight, it's only fair Morgott gets some new moves!While he can invade you, the Fell Omen can also appear as an end-of-night boss, one of the conclusive fights you can face as the sun sets in the Elden Ring Nightreign test.Plenty of early testers, including the player behind Let Me Solo Her, took on the Fell Omen during the Elden Ring Nightreign sessions that took place over the weekend. The consensus? Morgott/Margit/Fell Omen is a great hater.One player on the Elden Ring Nightreign subreddit described Morgott's invasion mechanic as one of their favorite features, and in more threads, others shared where they were invaded. Whether as a night boss, on an elevator, or in a tower, Morgott seems ready to appear wherever, with some potentially hilarious consequences.The Fell Omen's sudden invasions have hopes high for other enemies to suddenly appear and attack the players. The Pursuer from Dark Souls 2, for example, would make a great candidate. Me, personally? I'd love to see some Hunters invade and attempt to take out players, but anything Bloodborne-related feels like a distant hope at best.There might even be deeper mechanics to Fell Omen invasions. GamesRadar detailed an invasion from the Omen that took out one of their co-op partners, and seemed to leave a curse mark branded on the slain player. It'll be exciting to see how this game develops, especially as more players get hands-on time with it.While the first network test was plagued by server issues, there were still a good number of players dropping into the Lands Between over the weekend. We'll have to wait until May 30 to see how Nightreign fully shakes out, but until then, be sure to check out our own hands-on impressions with Elden Ring Nightreign here.Eric is a freelance writer for IGN.

Welcome to9to5Neural.AI moves fast. We help you keep up.OpenAI says GPT-4.5 is coming to ChatGPT in a matter of weeks. But first, xAI will unveil Grok 3 tonight. Now the countdown is on for OpenAI to do the funniest thing everGrok 3 demo dayFresh off the heels of threatening to buy OpenAI, Elon Musk announced on Saturday that Grok 3 will arrive tonight in the form of a live demo scheduled for 8 p.m. PT.Musk hypes up Grok 3 by calling it the smartest AI on Earth. Actual details around Grok 3 remain a mystery until tonights reveal.Heres a recap of xAI and Groks recent history:xAI created in July 2023Grok-0 completed in August 2023Grok-1 previewed in November 2023Grok-1.5 completed in March 2024Grok-2 released in August 2024In 2025, xAI has taken Grok from a feature within the X app to a standalone app and website. My biggest question about Grok: When will it come to Tesla? AI-driven (supervised) self-driving is one thing, but drivers could benefit from a Grok-powered voice assistant that replaces the basic voice control function.Question number two is whether or not OpenAI will steal xAIs thunder tonight and do something fun with GPT-4.5.This week in OpenAIOpenAIs Sam Altman laid out the roadmap for ChatGPT last week. Altman said GPT-4.5 is coming in a matter of weeks, which suggests a release today is unlikely, followed by GPT-5 in a matter of months.GPT-5 is the more ambitious model that aims to unify fast large language models with slower thinking reasoning models no need to choose between a half dozen models per query.Meanwhile, Altman continues to vaguely tease the benefits of GPT-4.5 on X:When asked to steal the show tonight, Altman responded diplomatically with that wouldnt be very nice Separately, OpenAI has deployed some actual releases over the last few days:OpenAI o1 and o3-mini now support both file and image uploads in ChatGPTOpenAI raised o3-mini-high limits by 7x for Plus users to up to 50 per dayOpenAI released a Model Spec update that describes how it wants its AI models to behaveThen there was this all-time winner for most vague hype post ever:The update, apparently, is meant to make GPT-4o a better writer, especially when given examples to follow, and less of an AI-slop generator. If nothing else, the last week in OpenAI model updates shows just how critical GPT-5 will be for ChatGPT. The flow chart for which models are best at what and how theyre limited is getting beyond unwieldy, and its outdated before anyone can actually put such a chart together.Perhaps the most intriguing news of all in the last few days is that Anthropic plans to release Claude 4 soon. Like GPT-5, Claude 4 is expected to be a single chatbot that includes quick responses like Claud 3.5 while also handing reasoning queries that are more resource-intensive.Claude 3 arrived last March, followed by Claude 3.5 in June, so the next major model update is due. Stay tuned for an official announcement.MoreIn other AI news, OpenAIs board formally rejected Elon Musks bid to buy the business for $97.4 billion; Mira Muratis startup has hired another OpenAI cofounder; Frances Mistral has released an Arabic language and culture-focused regional model; AI search-focused Perplexity has shamelessly released Deep Research (no relation to OpenAIs similar product of the same name); and Thompson Reuters won the first major AI copyright case in the United States somewhat ironically against legal AI startup Ross Intelligence.Taking this full circle, Grok 3 is trained on all court cases as well probably see tonight.More on the latest in AI developments in the next edition of9to5Neural only on 9to5Mac! Read the previous issuehere.Best Apple accessoriesFollow Zac Hall on X, Threads, and Bluesky, and listen to Runtime with co-host Sophia Tung on Apple Podcasts and YouTube.Add 9to5Mac to your Google News feed. FTC: We use income earning auto affiliate links. More.Youre reading 9to5Mac experts who break news about Apple and its surrounding ecosystem, day after day. Be sure to check out our homepage for all the latest news, and follow 9to5Mac on Twitter, Facebook, and LinkedIn to stay in the loop. Dont know where to start? Check out our exclusive stories, reviews, how-tos, and subscribe to our YouTube channel

As iPhones have become more powerful, theyve also become hotterespecially during heavy usage periods with games on Apple Arcade, video conferencing, etc. Combine that with MagSafe, and you see the opportunity for an iPhone to get warmer very quickly. AUKEY aims to solve both problems with the new AUKEY MagFusion GameFrost Active Cooling Wireless Charger. Lets take a look at how it works.MagSafe Monday:Every Monday, Bradley Chambers looks at the latest and greatest in the MagSafe and wireless charging industry to help you get the most out of your Apple devices that support wireless charging.After spending some time with the AUKEY MagFusion GameFrost, I can confidently say this might be one of the most interesting MagSafe-style chargers for people who push their iPhones to the limit. While many MagSafe chargers go for thinness, the AUKEY LC-G10 MagFusion GameFrost Qi2 Active Cooling Wireless Charger goes to the opposite extreme. Its one of the thickest youll find. It includes a fan inside the charger to keep your iPhone cool while its charging. Noise-wise, its fairly quiet, but it does have a fan, so itll be louder than a charger without a fan. AUKEY claims that it can keep your iPhone up to 20 degrees cooler.Youll get the charging puck and a nice braided USB-C cable in the box. I am noticing more and more devices, including braided cables, which is a welcome trend. Braided cables are much nicer to the touch and tend to hold up better.What is Qi2?I talk a lot about Qi2, and its something that you should be looking for with all of your new MagSafe accessories Qi2 is the Wireless Power Consortiums current standard, improving wireless charging by integrating a Magnetic Power Profile built on top of Apples MagSafe technology that was originally released with the iPhone 12. This standard aims to ensure precise alignment between devices and chargers, leading to more efficient and faster charging at up to 15 watts (this is the current max). While Qi2 is backward compatible, allowing older Qi devices to charge on Qi2 chargers, some new Qi2 devices may not work with older Qi chargers. The AUKEY MagFusion GameFrost includes Qi2 support. While the active cooling system keeps it cooler, the maximum it can charge is 15 watts.Wrap up on AUKEY MagFusion GameFrost The AUKEY MagFusion GameFrost is a legitimately helpful upgrade over standard MagSafe chargers if you use your iPhone while charging. Its great for gaming with games that push the iPhones power to its maximum. Since it has a fan, I wouldnt recommend it for a nightstand, but its a great charger otherwise. You can buy the AUKEY MagFusion GameFrost directly from AUKEY.Add 9to5Mac to your Google News feed. FTC: We use income earning auto affiliate links. More.Youre reading 9to5Mac experts who break news about Apple and its surrounding ecosystem, day after day. Be sure to check out our homepage for all the latest news, and follow 9to5Mac on Twitter, Facebook, and LinkedIn to stay in the loop. Dont know where to start? Check out our exclusive stories, reviews, how-tos, and subscribe to our YouTube channel

Just a few years ago, 3D printing changed significantly. A new brand emerged from Kickstarter, redefining whats possible in the consumer market by introducing enclosed 3D printers that deliver high-quality models at unprecedented speeds. Since then, every company has tried to react to the change, but its taken a while. Now, though, companies are starting to release CoreXY machines to compete with the Bambu Lab behemoth, and Elegoo's Centauri Carbon is a great example of this new wave.Preorder at ElegooThe Centauri is aimed squarely at the beginner to mid-range market that the P1S and P1P from Bambu Lab currently occupy. As a direct rival to the P1S -- one of my top picks for 3D printers -- it comes at a lower price and, surprisingly, with very few concessions. Ive spent some time with it, and at its current $399 price tag, Id say its one to watch.Bambu Lab P1S and Elegoo Centauri Carbon comparison chart undefined Bambu Lab P1PCentauri CarbonBuild Volume 256 x 256 x 256mm256 x 256 x 256mmPrinter dimensions 389 389 458mm398 x 404 x 490mmHot end All metalAll metalNozzle diameter 0.4mm (Optional 0.2, 0.6, 0.8) Stainless steel0.4mm (Optional 0.2, 0.6, 0.8) Hardened steelMax speed 500mm/s500mm/sSupported material PLA, ASA, PETG, PVA, TPUPLA, ASA, PETG, PVA, TPUFilament Run-out sensor YesYesColor system Optional ExtraNoStorage Micro SD card, 4GB internalFront facing USB thumb driveSlicer Bambu Studio (Other slicers compatible)ElegooSlicer The first thing I noticed when I unboxed the Centauri was the glass door and lid. Elegoo could have easily saved a few dollars there and made them out of plastic. It would have been fine, but the weight of the glass and the acoustic dampening it produces is a welcome upgrade. That ethos is prevalent throughout the Centauri, too; it doesn't feel cheap. It feels well engineered and designed to be a workhorse, not a machine to throw away after a year.When you directly compare the P1S and the Centauri, you can see the specs are similar in speed, build area and general accessories. The Centauri even outperforms the P1S in some areas, such as its more user-friendly LCD display. Its interior layout, including a filament waste chute, hints at a possible future multi-color system similar to the AMS. If that happens, I hope it remains compatible with this model -- having to buy an entirely new printer just to access the color system would be a tough sell. James Bricknell / CNETWhen it comes to the overall quality of the prints, the Centauri Carbon performed admirably. The CNET test print that I use to test all of the printers that come through my workshop showed very little defects, though there was some stringing on the print, indicating it was a little too hot, and the 0.2mm tolerance test was stuck tight. Most of the issues could be fixed within the software, so it's not too big of a deal. I used the Centauri to print a large number of fun little flexi dinosaurs and fidget toys for my daughter's first-grade class. No matter how many I printed or what material I used, each one came out looking great. And all the kids loved them, which is the most important thing. I tested the hardened nozzle with PLA, PETG, TPU and even glow-in-the-dark filament, and the Centauri printed them all smoothly.I've enjoyed my time with the Centauri Carbon, and once I've finished the full testing, I have a feeling it'll be a strong contender for a place on my best lists. Right now, it's available to preorder at the Elegoo website for $300 (300 GBP). If you're looking for a first-time printer, this is an excellent pick.