They nearly got their shot.

The Tamaulipan thorn forest once covered 1 million acres on both sides of the US-Mexico border. Restoring even a fraction of it could help the region cope with the ravages of a warming world.

Following months of negotiations and then weeks of red tape, Apple is now once more allowed to sell the iPhone 16 range in Indonesia — including selling the iPhone 16e there for the first time.The whole iPhone 1 range can finally be bought again in IndoneisaThe Indonesian government officially agreed to end its ban on sales of the iPhone 16 on March 7, 2025. But it has taken from then until April 11 for Apple to gain the very many country-specific certificates and regulatory permissions to actually put the phones back on sale.The Indonesian Apple Store site just lists the devices as available and makes no mention of them ever having been banned. But Senior Vice President Worldwide Marketing, Greg Joswiak took to Twitter to mark the occasion. Continue Reading on AppleInsider | Discuss on our Forums

Japan’s aging rail infrastructure is turning to a new era backed by solutions leveraging the latest in construction technology, prefabrication methods, and robotics. The New York Times has the latest on a 3D printing project for the Japan Railway’s Hatsushima Station in Wakayama Prefecture that was assembled in only six hours to set a new world record.  The station was printed in late March using a Serendix printer and measures just 108 square feet. About 530 passengers use the station per day. Its construction follows a year of breakthroughs using the technology whose reach has recently been expanded to the moon.

Germany's entertainment media industry is a vibrant fusion of cultural tradition and modern innovation, offering a rich array of content across film, music, television, and digital platforms. Known for its deep-rooted artistic heritage and forward-thinking creators, Germany continues to play a pivotal role in shaping the global entertainment landscape. From Berlin’s bustling creative...

Following Genshin Impact’s Xbox Series X/S launch on November, HoYoverse is continuing its support for Microsoft’s platform with another imminent release. The developer recently announced that Zenless Zone Zero would be launching for Xbox Series X/S, and now a release window has been confirmed.  The action RPG’s Xbox launch has been penned in for June, though a specific launch date has yet to be confirmed. On Xbox Series X, the game will feature support for 4K and 60 FPS, HDR, and ray tracing. In addition to the two current-gen titles, Zenless Zone Zero will also be available via Xbox Cloud Gaming, which means Xbox Game Pass Ultimate subscribers will be able to play the game without having to download anything (as long as you have a good enough internet connection, that is).  Alongside its Xbox launch, Zenless Zone Zero will also get its 2.0 update in June, which will bring new story content, a new area called Waifei Peninsula, and more.  Zenless Zone Zero is currently available for PS5, PC, iOS, and Android.

Now that Samsung has launched its 2025 lineup, including the high-end Frame Pro, we’re starting to see steep discounts land on the 2024 models. Right now, for example, Samsung’s 85-inch Frame TV — its largest Frame TV to date — has dropped to around $2,498 ($1,800 off) at Amazon, Best Buy, and Samsung’s online storefront. Other sizes are on sale at Amazon as well, with the 43- and 75-inch configurations going for $797.99 ($200 off) and $1,997.99 ($1,000 off), respectively.RelatedSamsung’s Frame TV remains one of the most unique models on the market, even if Hisense and TCL both launched competing models last year. The 4K QLED can showcase artwork on an anti-glare matte panel when idle, which gives it a canvas-like appearance. The Frame is more than just eye candy, though, as it offers a smooth 120Hz refresh rate, support for several streaming apps, and compatibility with Alexa and Google Assistant. It also boasts HDMI 2.1 support, though it’s still better for streaming shows and movies than it is for gaming.There are some features you’ll only find in the 2025 models and the Pro, however, like a faster 144Hz refresh rate. Plus, only the Frame Pro comes with a Neo QLED Mini-LED panel and a Wireless One Connect Box, which drastically minimizes cable clutter so only the power cord is visible. But if all you want is a cool TV that looks like a piece of wall art and offers good specs, the last-gen model is still a great choice.Samsung The Frame TV (2024)$1498$299850% off$1498Samsung’s art-inspired 4K TV uses an anti-glare matte QLED display, which can showcase artwork and photos with canvas-like quality when idle.A few more ways to save todayIf you’re looking for a minimalist smartphone, you can still preorder the Light Phone III ahead of its August debut for $599 ($200 off). The charming phone is a bit of an upgrade over previous models — it’s got a 3.92-inch OLED panel, a 50-megapixel main shooter, and USB-C — but its main selling point remains its lack of features. It connects to all the major US carriers, but unlike virtually every other smartphone in existence, there’s no app store, no social media, and no browser. We just wish some of the newer features, such as the fingerprint reader, were active. Read our review.Hades II might already be available for PC in early access, but if you’re holding out for the console release on the Nintendo Switch 2 and need a refresher, Nintendo is selling the digital Switch version of the original Hades for $8.74 (about $16 off) through April 21st. The hack-and-slash action RPG was one of our favorite games in 2020, one that combines great roguelike gameplay, gorgeous visuals, and a Greek-mythology-inspired storyline to great effect.You can buy Baseus’ 3.3-foot Right Angle USB-C Cable for $12.74 (about $3 off) at Amazon, or the 6.6-foot version for $17.09 (about $2 off). The braided USB-C cable can supply up to 100W of power, while its angled design allows for a more comfortable grip while gaming on an Android phone or a more recent iPhone model.See More:

Developing an accurate differential diagnosis (DDx) is a fundamental part of medical care, typically achieved through a step-by-step process that integrates patient history, physical exams, and diagnostic tests. With the rise of LLMs, there’s growing potential to support and automate parts of this diagnostic journey using interactive, AI-powered tools. Unlike traditional AI systems focusing on producing a single diagnosis, real-world clinical reasoning involves continuously updating and evaluating multiple diagnostic possibilities as more patient data becomes available. Although deep learning has successfully generated DDx across fields like radiology, ophthalmology, and dermatology, these models generally lack the interactive, conversational capabilities needed to engage effectively with clinicians. The advent of LLMs offers a new avenue for building tools that can support DDx through natural language interaction. These models, including general-purpose ones like GPT-4 and medical-specific ones like Med-PaLM 2, have shown high performance on multiple-choice and standardized medical exams. While these benchmarks initially assess a model’s medical knowledge, they don’t reflect its usefulness in real clinical settings or its ability to assist physicians during complex cases. Although some recent studies have tested LLMs on challenging case reports, there’s still a limited understanding of how these models might enhance clinician decision-making or improve patient care through real-time collaboration. Researchers at Google introduced AMIE, a large language model tailored for clinical diagnostic reasoning, to evaluate its effectiveness in assisting with DDx. AMIE’s standalone performance outperformed unaided clinicians in a study involving 20 clinicians and 302 complex real-world medical cases. When integrated into an interactive interface, clinicians using AMIE alongside traditional tools produced significantly more accurate and comprehensive DDx lists than those using standard resources alone. AMIE not only improved diagnostic accuracy but also enhanced clinicians’ reasoning abilities. Its performance also surpassed GPT-4 in automated evaluations, showing promise for real-world clinical applications and broader access to expert-level support. AMIE, a language model fine-tuned for medical tasks, demonstrated strong performance in generating DDx. Its lists were rated highly for quality, appropriateness, and comprehensiveness. In 54% of cases, AMIE’s DDx included the correct diagnosis, outperforming unassisted clinicians significantly. It achieved a top-10 accuracy of 59%, with the proper diagnosis ranked first in 29% of cases. Clinicians assisted by AMIE also improved their diagnostic accuracy compared to using search tools or working alone. Despite being new to the AMIE interface, clinicians used it similarly to traditional search methods, showing its practical usability. In a comparative analysis between AMIE and GPT-4 using a subset of 70 NEJM CPC cases, direct human evaluation comparisons were limited due to different sets of raters. Instead, an automated metric that was shown to align reasonably with human judgment was used. While GPT-4 marginally outperformed AMIE in top-1 accuracy (though not statistically significant), AMIE demonstrated superior top-n accuracy for n > 1, with notable gains for n > 2. This suggests that AMIE generated more comprehensive and appropriate DDx, a crucial aspect in real-world clinical reasoning. Additionally, AMIE outperformed board-certified physicians in standalone DDx tasks and significantly improved clinician performance as an assistive tool, yielding higher top-n accuracy, DDx quality, and comprehensiveness than traditional search-based assistance. Beyond raw performance, AMIE’s conversational interface was intuitive and efficient, with clinicians reporting increased confidence in their DDx lists after its use. While limitations exist—such as AMIE’s lack of access to images and tabular data in clinician materials and the artificial nature of CPC-style case presentations the model’s potential for educational support and diagnostic assistance is promising, particularly in complex or resource-limited settings. Nonetheless, the study emphasizes the need for careful integration of LLMs into clinical workflows, with attention to trust calibration, the model’s uncertainty expression, and the potential for anchoring biases and hallucinations. Future work should rigorously evaluate AI-assisted diagnosis’s real-world applicability, fairness, and long-term impacts. Check out Paper. 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 85k+ ML SubReddit. Sana HassanSana Hassan, a consulting intern at Marktechpost and dual-degree student at IIT Madras, is passionate about applying technology and AI to address real-world challenges. With a keen interest in solving practical problems, he brings a fresh perspective to the intersection of AI and real-life solutions.Sana Hassanhttps://www.marktechpost.com/author/sana-hassan/Moonsight AI Released Kimi-VL: A Compact and Powerful Vision-Language Model Series Redefining Multimodal Reasoning, Long-Context Understanding, and High-Resolution Visual ProcessingSana Hassanhttps://www.marktechpost.com/author/sana-hassan/Balancing Accuracy and Efficiency in Language Models: A Two-Phase RL Post-Training Approach for Concise ReasoningSana Hassanhttps://www.marktechpost.com/author/sana-hassan/RoR-Bench: Revealing Recitation Over Reasoning in Large Language Models Through Subtle Context ShiftsSana Hassanhttps://www.marktechpost.com/author/sana-hassan/T* and LV-Haystack: A Spatially-Guided Temporal Search Framework for Efficient Long-Form Video Understanding

Last updated on April 11, 2025 - Checked for new Anime Card Clash code!Looking for Anime Card Clash codes so you can build your deck and battle bosses effortlessly? You're in the right place. We've searched high and low to find all the new and active codes for Anime Card Clash in April 2025, so you won't miss out on everything from Large Luck Potions to Boss Potions and Instant Rolls. Working Codes for Anime Card Clash (April 2025)Here are the newest codes we've found for Anime Card Clash this month, as well as information on the rewards you'll get for redeeming them: NOTTHEUPDATE - 5x Large Luck Potion, 5x Large Cooldown Reduction Potion, 2x Boss Chance Potion, x3 Moon Cycle Reroll Potion, x2 Border Chance Potion, x2 Trait Reroll, 3x 1,000 Instant Roll (NEW!)HOTFIX6 - 5x Large Luck Potion, 5x Large Cooldown Reduction Potion, 2x Boss Chance Potion, 3x Moon Cycle Reroll Potion, 2x Border Chance Potion, 2x Trait Reroll, 3x 1,000 Instant Roll100KLIKES - 5x Large Luck Potion, 5x Large Cooldown Reduction Potion, 2x Boss Chance Potion, 3x Moon Cycle Reroll Potion, 2x Border Chance Potion, 2x Trait Reroll, 1x 5,000 Instant Roll Hotfix 5 - 5x Large Luck Potion, 5x Large Cooldown Reduction Potion, 2x Boss Chance Potion, 3x Moon Cycle Reroll Potion, 2x Border Chance Potion, 2x Trait Reroll, 1x 5,000 Instant Roll Hotfix 4 - 5x Large Luck Potion, 5x Large Cooldown Reduction Potion, 2x Boss Chance Potion, 3x Moon Cycle Reroll Potion, 2x Border Chance Potion, 2x Trait Reroll, 3x 1,000 Instant RollHotfix 3 - 5x Large Luck Potion, 5x Large Cooldown Reduction Potion, 2x Boss Chance Potion, 3x Moon Cycle Reroll Potion, 2x Border Chance Potion, 2x Trait Reroll, 3x 1,000 Instant Roll HOTFIX2 - 5x Large Luck Potions, 5x Large Cooldown Potions, 3x Boss Potions, 4x Moon Cycle Reroll Potions, 3x Border Chance Potions, 3x Trait Rerolls, 2,000 Instant RollsHOTFIX1 - 5x Large Luck Potions, 5x Large Cooldown Potions, 2x Boss Potions, 3x Moon Cycle Reroll, Potions, 2x Border Chance Potions, 2x Trait Rerolls, 3,000 Instant Rolls10MILLION - 5x Large Luck Potions, 5x Large Cooldown Potions, 2x Boss Potions, 3x Moon Cycle, Reroll Potions, 2x Border Chance Potions, 6x Trait Rerolls, 1,000 Instant RollsExpired Anime Card Clash CodesUnfortunately, these codes are now expired:5MILLIONVISITS3MILLIONVISITS1MILLIONVISITSSTPATRICKSDAY2025500KVISITS100KVISITSSORRYFORSHUTDOWNYAYCODESRELEASEHow to Redeem Anime Card Clash CodesLog in to the Anime Card Clash experience on RobloxLook for the colored squares on the left side of the screenOn the bottom right, you'll find the codes box with a document iconClick on Codes and paste one of the above codes inHit Redeem and reap your rewards!Why Isn't My Anime Card Clash Code Working?We usually find that when codes aren't working, it's for one of two reasons. Most Roblox experiences have codes that are case-sensitive, so if you're not putting the code in exactly as it's written, you'll find it won't work. To make it easier for you to avoid this issue, we'd recommend copying the code directly from this article. We test each and every one before we add them, so just be sure you don't copy an extra space before or after the code accidentally! If your code still isn't working, it might be that it's expired. For reference, in Anime Card Clash, whenever you put in a code incorrectly, it says "Code not found!". How to Get More Anime Card Clash CodesWe check for Roblox codes daily, so when a new Anime Card Clash code drops, you can be sure you'll find it here! If you want to track down codes yourself, the Anime Card Clash Discord server is the place to hunt for them. What is Anime Card Clash in Roblox?In Anime Card Clash the goal is to build the best deck to battle against bosses and other players. You'll start by rolling for cards to craft a unique deck, and we'd recommend taking some time to roll as many times as possible and creating your perfect pack before you jump over to story mode. When you're ready to tackle story mode, you'll engage in turn-based combat against a series of tough bosses. With each defeat, you'll unlock new worlds, so you can put your deck to the ultimate test. Lauren Harper is an Associate Guides Editor. She loves a variety of games but is especially fond of puzzles, horrors, and point-and-click adventures.

Apple may spread higher costs across all products and services, says this expert. Here's how to save if you need a phone.