Looking for Quordle clues? We can help. Plus get the answers to Quordle today and past solutions.

The U.K. on Monday laid out plans to become a leader in AI, including ambitions to build a homegrown to global AI success stories like OpenAI.

Yarn, commonly understood as spun short fibers, has traditionally been a cornerstone of textiles and crafts. The YYYarn collection reimagines this versatile material, transforming it into a stunning array of unique furniture pieces. By innovatively adapting the classic three-strand braiding knot into a singular yarn design, the collection breaks new ground in modern furniture design while honoring the enduring legacy of traditional craftsmanship.Designers: Choi Piljae,Baek In-ho,Kmuid, andYegeun JoThe YYYarn collection features a sofa, table, and stool, each embodying the essence of woven artistry. With its adaptable design, the collections signature technique allows for diverse applications and creative possibilities:The table consists of a woven piece that serves as the base, supporting a marble or terrazzo top to create a functional and visually stunning table. The sturdy top contrasts beautifully with the soft, braided base, achieving a perfect balance of textures. The sofa is crafted for ultimate comfort, this seating piece uses large woven fibers to provide a soft, inviting experience. Ideal for recreational spaces such as offices, educational institutions, or home theaters, it combines style and relaxation. The stool is compact yet elegant, this piece encapsulates the YYYarn aesthetic, making it a versatile addition to smaller spaces without sacrificing charm or functionality.The YYYarn collection isnt just about functionality, its about making a statement. The bright colors and bold forms inject a playful, quirky aesthetic into any room, making these pieces conversation starters as much as practical furniture. The soft, oversized fibers ensure exceptional comfort, while the designs inherent versatility offers endless opportunities for exploring new forms and shapes. The woven yarn adapts to create a variety of unique configurations, showcasing the potential for innovation within the craft.Available in three vibrant colors; brown, orange, and white, the collection provides a range of options to suit different interior styles. Yet, the potential for customization is vast. With the modular nature of its design, YYYarn opens the door to an expanded palette and new applications, allowing users to personalize their spaces with creativity and flair. By blending artistry, comfort, and functionality, the collection bridges the gap between craft and contemporary design. Whether placed in a professional setting or a personal space, YYYarn redefines what it means to create furniture thats both beautiful and meaningfulThe post Innovative Braided Furniture Merges Craftsmanship and Modern Elegance first appeared on Yanko Design.

Crime in the world of Apple continues with bad guys misusing AirTags in Florida, while others elsewhere use them for good. A few thousand in merchandise were stolen in California, and a disco ball was taken with an iPad in Nashville.The Brent Cross Apple Store in London The latest in an occasional AppleInsider feature, looking at the world of Apple-related crime. Continue Reading on AppleInsider | Discuss on our Forums

The fork-tailed flycatcher (Tyrannus savana) is a bird in the family Tyrannidae, the tyrant flycatchers. Named after their distinguishably long, forked tails, particularly in males, fork-tailed flycatchers are seen in shrubland, savanna, lightly forested and grassland areas, from southern Mexico south to Argentina. They tend to build their cup nests in similar habitats to their hunting grounds (riparian forests and grasslands). Males perform aerial courtship displays to impress females involving swirling somersaults, twists, and flips, all partnered with their buzzing calls. These courtship displays utilise the long tail feathers. This male fork-tailed flycatcher of the subspecies T.s.monachus was photographed in Cayo District, Belize, demonstrating its characteristic forked tail while in flight.Photograph credit: Charles J. SharpRecently featured: John Henry TurpinTocopilla railwayColias croceusArchiveMore featured pictures

January 13: Eugenio Mara de Hostos's birthday in Puerto Rico (2025); Saint Knut's Day in Finland and SwedenWilliam Price1884 Welsh physician William Price (pictured) was arrested for attempting to cremate his deceased infant son; this eventually led to the passing of the Cremation Act 1902 by Parliament.1953 Nine Moscow doctors were accused of a plot to poison members of the Soviet political and military leadership.1968 American singer Johnny Cash recorded his landmark album At Folsom Prison live at Folsom State Prison in California.1972 Ghanaian military officer Ignatius Kutu Acheampong led a coup to overthrow Prime Minister Kofi Abrefa Busia and President Edward Akufo-Addo.2000 Steve Ballmer replaced Bill Gates as the chief executive officer of Microsoft.Edmund Spenser (d.1599)Art Ross (b.1885or1886)Michael Bond (b.1926)Claudia Emerson (b.1957)More anniversaries: January 12January 13January 14ArchiveBy emailList of days of the yearAbout

Large language models (LLMs) like GPT-4, PaLM, Bard, and Copilot have made a huge impact in natural language processing (NLP). They can generate text, solve problems, and carry out conversations with remarkable accuracy. However, they also come with significant challenges. These models require vast computational resources, making them expensive to train and deploy. This excludes smaller businesses and individual developers from fully benefiting. Additionally, their energy consumption raises environmental concerns. The dependency on advanced infrastructure further limits their accessibility, creating a gap between well-funded organizations and others trying to innovate.What are Small Language Models (SLMs)?Small Language Models (SLMs) are a more practical and efficient alternative to LLMs. These models are smaller in size, with millions to a few billion parameters, compared to the hundreds of billions found in larger models. SLMs focus on specific tasks, providing a balance between performance and resource consumption. Their design makes them accessible and cost-effective, offering organizations an opportunity to harness NLP without the heavy demands of LLMs. You can explore more details in IBMs analysis.Technical Details and BenefitsSLMs use techniques like model compression, knowledge distillation, and transfer learning to achieve their efficiency. Model compression involves reducing the size of a model by removing less critical components, while knowledge distillation allows smaller models (students) to learn from larger ones (teachers), capturing essential knowledge in a compact form. Transfer learning further enables SLMs to fine-tune pre-trained models for specific tasks, cutting down on resource and data requirements.Why Consider SLMs?Cost Efficiency: Lower computational needs mean reduced operational costs, making SLMs ideal for smaller budgets.Energy Savings: By consuming less energy, SLMs align with the push for environmentally friendly AI.Accessibility: They make advanced NLP capabilities available to smaller organizations and individuals.Focus: Tailored for specific tasks, SLMs often outperform larger models in specialized use cases.Examples of SLMsLlama 3 8B(Meta)Qwen2: 0.5B, 1B, and 7B (Alibaba)Gemma 2 9B(Google)Gemma 2B and 7B(Google)Mistral 7B(Mistral AI)Gemini Nano 1.8B and 3.25B(Google)OpenELM 270M, 450M, 1B, and 3B(Apple)Phi-4 (Microsoft)and many more..Results, Data, and InsightsSLMs have demonstrated their value across a range of applications. In customer service, for instance, platforms powered by SLMslike those from Aiseraare delivering faster, cost-effective responses. According to an DataCamp article, SLMs achieve up to 90% of the performance of LLMs in tasks such as text classification and sentiment analysis while using half the resources.In healthcare, SLMs fine-tuned on medical datasets have been particularly effective in identifying conditions from patient records. A Medium article by Nagesh Mashette highlights their ability to streamline document summarization in industries like law and finance, cutting down processing times significantly.SLMs also excel in cybersecurity. According to Splunks case studies, theyve been used for log analysis, providing real-time insights with minimal latency. ConclusionSmall Language Models are proving to be an efficient and accessible alternative to their larger counterparts. They address many challenges posed by LLMs by being resource-efficient, environmentally sustainable, and task-focused. Techniques like model compression and transfer learning ensure that these smaller models retain their effectiveness across a range of applications, from customer support to healthcare and cybersecurity. As Zapiers blog suggests, the future of AI may well lie in optimizing smaller models rather than always aiming for bigger ones. SLMs show that innovation doesnt have to come with massive infrastructureit can come from doing more with less.Also,dont forget to follow us onTwitter and join ourTelegram Channel andLinkedIn Group. Dont Forget to join our65k+ ML SubReddit. FREE UPCOMING AI WEBINAR (JAN 15, 2025): Boost LLM Accuracy with Synthetic Data and Evaluation IntelligenceJoin this webinar to gain actionable insights into boosting LLM model performance and accuracy while safeguarding data privacy.The post What are Small Language Models (SLMs)? appeared first on MarkTechPost.

Multi-modal Large Language Models (MLLMs) have revolutionized various image and video-related tasks, including visual question answering, narrative generation, and interactive editing. A critical challenge in this field is achieving fine-grained video content understanding, which involves pixel-level segmentation, tracking with language descriptions, and performing visual question answering on specific video prompts. While state-of-the-art video perception models excel at tasks like segmentation and tracking, they lack open-ended language understanding and conversation capabilities. Moreover, video MLLMs demonstrate strong performance in video comprehension, and question answering but fall short in handling perception tasks and visual prompts.Existing attempts to address video understanding challenges have followed two main approaches: MLLMs and Referring Segmentation systems. MLLMs initially focused on developing improved multi-modal fusion methods and feature extractors, eventually evolving towards instruction tuning on LLMs with frameworks like LLaVA. Recent developments have attempted to unify image, video, and multi-image analysis in single frameworks, such as LLaVA-OneVision. In parallel, Referring Segmentation systems have progressed from basic fusion modules to transformer-based methods, that integrate segmentation and tracking inside videos. However, these solutions lack comprehensive integration of perception and language understanding capabilities.Researchers from UC Merced, Bytedance Seed, Wuhan University, and Peking University have proposed Sa2VA, a groundbreaking unified model designed for a dense grounded understanding of images and videos. The model differentiates itself by supporting a comprehensive range of image and video tasks through minimal one-shot instruction tuning, overcoming the limitations of existing multi-modal large language models. Sa2VAs innovative approach integrates SAM-2, with LLaVA, unifying text, image, and video into a shared LLM token space. The researchers have also introduced Ref-SAV, an extensive auto-labeled dataset containing over 72K object expressions in complex video scenes, with 2K manually validated video objects to ensure robust benchmarking capabilities.Sa2VAs architecture integrates two main components: a LLaVA-like model and SAM-2, connected through a novel decoupled design. The LLaVA-like component consists of a visual encoder processing images and videos, a visual projection layer, and an LLM for text token prediction. The system employs a unique decoupled approach where SAM-2 operates alongside the pre-trained LLaVA model without direct token exchange, maintaining computational efficiency and enabling plug-and-play functionality with various pre-trained MLLMs. The key innovation lies in the connection mechanism using a special [SEG] token, allowing SAM-2 to generate segmentation masks while enabling gradient backpropagation through the [SEG] token to optimize the MLLMs prompt generation capabilities.The Sa2VA model achieves state-of-the-art results on referring segmentation tasks, with Sa2VA-8B scoring 81.6, 76.2, and 78.9 cIoU on RefCOCO, RefCOCO+, and RefCOCOg respectively, outperforming previous systems like GLaMM-7B. In conversational capabilities, Sa2VA shows strong performance with scores of 2128 on MME, 81.6 on MMbench, and 75.1 on SEED-Bench. The model excels in video benchmarks, surpassing previous state-of-the-art VISA-13B by substantial margins on MeVIS, RefDAVIS17, and ReVOS. Moreover, Sa2VAs performance is noteworthy considering its smaller model size compared to competitors, showing its efficiency and effectiveness across both image and video understanding tasks.In this paper, researchers introduced Sa2VA which represents a significant advancement in multi-modal understanding by successfully integrating SAM-2s video segmentation capabilities with LLaVAs language processing abilities. The frameworks versatility is shown through its ability to handle diverse image and video understanding tasks with minimal one-shot instruction tuning, addressing the long-standing challenge of combining perception and language understanding. Sa2VAs strong performance across multiple benchmarks, from referring segmentation to conversational tasks, validates its effectiveness as a unified solution for a dense, grounded understanding of visual content marking a significant step forward in the multi-modal AI systems field.Check out Twitter and join ourTelegram Channel andLinkedIn Group. Dont Forget to join our65k+ ML SubReddit. Sajjad Ansari+ postsSajjad Ansari is a final year undergraduate from IIT Kharagpur. As a Tech enthusiast, he delves into the practical applications of AI with a focus on understanding the impact of AI technologies and their real-world implications. He aims to articulate complex AI concepts in a clear and accessible manner. [Recommended Read] Nebius AI Studio expands with vision models, new language models, embeddings and LoRA (Promoted)

The weekend is officially here, and we've rounded up the best deals you can find! Discover the best deals for Sunday, January 12, below:Save $44 Off This Xbox Elite Series 2 Core Wireless ControllerXbox Elite Core Wireless Controller - RedThis deal from Target on the Xbox Elite Series 2 Core controller is one you can't miss. Widely regarded as one of the best controllers on the market, the Elite Series 2 has so many great features you can use to your advantage. This includes modifying the tension of the thumbsticks, creating custom button profiles, and so much more. The Core version of the Elite Series 2 controller allows for a cheaper price point with less premium outer materials and textures. Additionally, you won't get the paddles or charging dock in the box, so you'll need to buy those separately if you'd like them.Like a Dragon: Infinite Wealth for $24.99Like a Dragon: Infinite Wealth - PlayStation 4Like a Dragon: Infinite Wealth is the latest title in the long-running RPG series. Kiryu Kazama returns following the events of Yakuza: Like a Dragon, uniting with Ichiban Kasuga in a wild adventure you won't forget anytime soon. While you should absolutely try to play through the series in order, Like a Dragon: Infinite Wealth can be played and enjoyed standalone.Anker Zolo Power Bank for $15.99Anker Zolo Portable Charger, 10,000mAh 30W Power Bank with Built-in Lanyard USB-C CableIf you're looking for a compact portable power bank that you can take with you anywhere, this Anker Zolo Power Bank is perfect for you. Holding 10,000mAh, this power bank can charge an iPhone 15 twice all the way through, with up to 30W of power for fast and efficient charging. A USB-C cable is included, built into the device as a lanyard, so you won't need to bring a cord with you to charge up. Forza Motorsport for $30Forza Motorsport Standard Edition Xbox Series X$30.00 at AmazonForza Motorsport offers over 500 cars to choose from, with an incredible attention to detail placed on each. There's no better racing game for Series X, especially for $30. The game has dozens of environments to race through that all offer day & night cycles, with weather even possible as well! Builders Cup, the new career mode, makes for a fun single player experience that can keep you busy for hundreds of hours.Avatar: Frontiers of Pandora for $19.97Avatar: Frontiers of PandoraAvatar: Frontiers of Pandora has hit $19.97 on Amazon, marking a new low. If you've been searching for a new open world adventure, this is a great option. You'll get to experience a full open world with Frontiers of Pandora, exploring and fighting enemies with plenty of Na'vi weapons at your disposal. Metaphor: ReFantazio for $49.99Cyber MondayMetaphor: ReFantazioPS5 and Xbox.Metaphor: ReFantazio is the latest game from Persona 3, 4, and 5 Director Katsura Hashino and the team at Atlus' Studio Zero. In our 9/10 review, we stated, "Refining the Atlus RPG formula of weaving tough turn-based combat into compelling social sim mechanics, Metaphor: ReFantazio doesnt just send a powerful message across its political drama, it becomes a beautiful expression of the real impact storytelling can have on all of us."M2 MacBook Air for $799Apple 2022 MacBook Air Laptop with M2 chipAmazon has this 2022 Apple MacBook Air on sale for $799 this weekend. This model includes the M2 chip, which supports Apple Intelligence, as well as 16GB of RAM, 256GB of SSD storage, and a 13.6-inch display. If you've been holding out on upgrading your MacBook this can be an excellent option. Anker 60,000mAh 192Wh Power Bank for $89.99Anker PowerCore Reserve 60,000mAh Power BankThis massive Anker power bank is a solid option if you need some extra juice on your next road trip or getaway. With a 60,000mAh capacity, you can charge an iPhone 14 Pro Max up to 7.4 times or a MacBook Air 2.9 times. This power bank is made for activities like camping, as it has a built-in light at the top that you can retract up and down. Additionally, you can recharge the device with onboard solar panels, so you can continue to power your devices regardless of how long your trip is.

Our Picks Best custom fitted whitening kit Smile Brilliant Custom Teeth Whitening Trays View details $149 at Smile Brilliant View details Best whitening kit for sensitive teeth Lumineux Whitening Kit View details $25 at Target View details Best gel and LED whitening kit Auraglow Deluxe Home Teeth Whitening Kit View details $48 at Amazon View details Table of Contents Whether you have discolored teeth or surface stains, there are a variety of products that make it easy to whiten teeth at home -- no dentist appointment needed. If you want to DIY a brighter smile, we've discovered the best comprehensive teeth whitening kits, from strips to mouthwashes. Plus, they're budget-friendly and safe for those with tooth sensitivity.Read more: Best Gifts Available on Amazon: From $10 to $250These kits come packed with strong whitening agents, usually featuring hydrogen peroxide or carbamide peroxide. If that doesn't sound like something you're interested in, there are also gentler options available. With so many choices available, we've found some of the top kits for getting rid of stains and brightening your smile.What is the best teeth whitening kit overall?Teeth whitening strips have been around for a long time, but there are some kits out now that do it a little bit better. From sensitive teeth to longterm whitening, the best teeth whitening kit overall for you will largely depend on your oral health and your needs.Best teeth whitening kits for 2025 Photo Gallery 1/1 $149 at Smile Brilliant Pros Offers a custom fit Good customer service Cons Making your own impressions at home can be tricky Need to be careful not to use too much gel Type Trays and gelRecommended frequency of use When teeth are sensitive, 1-2 hours every other day is recommended. When little to no sensitivity is experienced, as long as 3 hours once daily is recommended.Recommended duration of use A person with average stained teeth and no natural sensitivity will see results in 7-14 applications. For those with sensitivity (who require shorter whitening sessions), it may take more than 14 applications. Ingredients Glycerin, Carbamide Peroxide, Carbomer, Menthol, EDTAPrice $119 $149 at Smile Brilliant Teeth whitening kits aren't exactly what most people would call riveting. I must say I was blown away by the entire Smile Brilliant process and package. I wasn't aware you could get custom-fitted whitening trays anywhere other than a dentist's office, but you can with Smile Brilliant.Wearing these whitening trays is just like wearing a retainer. They fit perfectly to your teeth because they're designed using putty impressions you make of your teeth. The process works like this: You order a kit, Smile Brilliant sends you a putty impression kit, you return the impressions via prepaid packaging and then Smile Brilliant sends your custom-fitted whitening trays within a matter of days.If you mess up during the impression process (which I did; my impressions were evidently a bit shallow), Smile Brilliant will either send you a new impression kit or go ahead with the trays if they think they can make it work. In the latter case, the company will still send an impression kit along with your whitening trays just in case.To use the trays, simply squeeze the carbamide peroxide whitening gel into your upper and lower trays and slip them on. Be careful not to squeeze too much gel, or it may spill over the tops of your trays and get on your gums and tongue. I did this the first time I wore my Smile Brilliant trays and the gel felt pretty tingly. Other than that, I had no problems with these trays, despite my shallow impressions. $25 at Target The whitening kit from Lumineux is not a typical teeth-whitening kit. Instead of hydrogen peroxide gel and an LED mouthpiece, this whitening kit simply includes daily essentials for teeth whitening, which is why it's the best for sensitive teeth -- most people with sensitive teeth can't handle something like hydrogen peroxide and LED lights.This whitening kit includes Lumineux whitening strips, whitening toothpaste and mouthwash, all of which use Lumineux's patented formula containing coconut oil, dead sea salt and citrus oil. For extra white teeth, don't just use these products separately like you normally might. The instructions are explicit: Wear the strips for 30 minutes, brush immediately after for at least one minute and then rinse with the mouthwash for at least one minute.I love this kit because I have sensitive teeth and struggle to get through whitening treatments that involve bleach or hydrogen peroxide.