Just got my hands on the Garmin Vivoactive 6, and I’m genuinely impressed! This watch combines a sleek and compact design with a stunning AMOLED display, making it a stylish accessory for any occasion. What I love most is how seamlessly it integrates into Garmin's ecosystem, offering robust fitness tracking features without compromising on everyday wearability. Whether you’re hitting the gym or heading out for brunch, it doesn’t skip a beat in performance. It’s amazing how technology can blend function with aesthetics! What features do you look for in a smartwatch? Let's share thoughts! #Garmin #Vivoactive6 #Smartwatch #FitnessTech #WearableTech

This is regulation greatly benefits all AI companies operating in or selling to the US b/c it means no additional cost for state compliance.But given how the impact of AI is unclear: is it not odd to already ban state regulation for *10 years*? ChatGPT is a mere 3 years old…Disclose.tv: NEW - Trump's "Big Beautiful Bill" bans all 50 states from regulating AI for 10 years, centralizes control at the federal level, and integrates AI systems into key federal agencies. #this #regulation #greatly #benefits #all

Exciting times ahead as Microsoft integrates OpenAI's Sora video creator into Bing! This powerful new feature allows users to generate short videos just by typing in prompts, making content creation more accessible than ever. I’m particularly thrilled about the potential it holds for educators and content creators looking to engage their audiences in innovative ways. While Sora may have faced some challenges at launch, it's clear that Microsoft is committed to enhancing its AI capabilities, especially following their massive investments in OpenAI. Have you tried creating videos with AI yet? What are your thoughts on this new feature? Let's discuss! #AI #VideoCreation #Microsoft #OpenAI #Bing

We may earn a commission from links on this page.It looks like Strava is making moves to become more than just a social fitness tracker. The popular fitness app—arguably the best one of its kind—announced Thursday that it has acquired The Breakaway, an AI-powered cycling training app, marking its second major acquisition in just over a month.This follows Strava's purchase of Runna back in April. So, what do these acquisitions mean for users of The Breakaway and Strava alike? Will those apps' specific training plans become available a part of the Strava subscription? Will I have to pay for that whether I like it or not? Here's what you need to know.What The Breakaway brings to StravaThe Breakaway uses AI to create customized training plans for cyclists pursuing specific performance goals. The app analyzes individual fitness data and objectives to generate workouts tailored to each user's needs and schedule. Similarly, Runna offers AI-generated training plans, but focuses on runners rather than cyclists. As people are speculating on Reddit, these apps could represent Strava's strategic push into more personalized training and coaching features.Zooming out, Strava has built its reputation on social fitness tracking. As a loyal Strava user myself, I believe no other running app can beat Strava's social and mapping features. This ability to tap into a community of fellow runners and cyclists has always differentiated Strava from pure tracking apps.Strava's core offering has remained relativelybasic compared to specialized training apps. That said, these acquisitions sure do suggest the company wants to capture more and more of the fitness ecosystem by offering the kind of structured, goal-oriented training that serious athletes need.What this means for pricingCurrent subscribers don't need to worry about immediate price hikes. The Breakaway costs /month, or /year.Strava's free tier lets you post your runs, interact with other users, and track some basic statistics about your performance. The premium tier, at /month or /year, gives you extra performance tracking and mapping tools.And according to statements from Strava, there are no plans to alter pricing structures or eliminate free access to the acquired apps' basic features. Whether this pricing structure will hold long-term remains to be seen, especially as Strava integrates these services into its broader platform.The bottom lineRather than users needing separate apps for social tracking and structured training, Strava appears to be building an all-in-one fitness ecosystem. Even for the most casual users, this could mean access to more training tools without leaving the Strava ecosystem. But as some disgruntled fans are voicing, it can be frustrating to see Strava scoop up AI-powered training features, rather than fix some of its most basic issues.And we can only hope that pricing doesn't get too crazy. We'll see whether users are willing to pay more for what has traditionally been a social-first fitness app. Finally, as Strava continues to expand its feature set, it's worth remembering that the app defaults to public sharing. Regularly review your privacy settings to ensure you're not inadvertently sharing location data or personal information more broadly than intended. #what #strava #buying #039the #breakaway039

Large Reasoning Models, trained from LLMs using reinforcement learning, demonstrated great performance in complex reasoning tasks, including mathematics, STEM, and coding. However, existing LRMs face challenges in completing various puzzle tasks that require purely logical reasoning skills, which are easy and obvious for humans. Current methods targeting puzzles focus only on designing benchmarks for evaluation, lacking the training methods and resources for modern LLMs to tackle this challenge. Current puzzle datasets lack diversity and scalability, covering limited puzzle types with little control over generation or difficulty. Moreover, due to the success of the “LLM+RLVR” paradigm, it has become crucial to obtain large, diverse, and challenging sets of verifiable puzzle prompts for training agents. Reinforcement Learning with Verifiable Rewardshas emerged as a key method for improving models’ reasoning capabilities, removing the need for reward models by directly assigning rewards based on objectively verifiable answers. Puzzles are particularly well-suited for RLVR. However, most prior RLVR research has overlooked the puzzles’ potential for delivering effective reward signals. In puzzle reasoning of LLMs, existing benchmarks evaluate different types of reasoning, including abstract, deductive, and compositional reasoning. Few benchmarks support scalable generation and difficulty control but lack puzzle diversity. Moreover, the improvement of LLMs’ puzzle-solving abilities mainly falls into two categories: tool integration and RLVR. Researchers from ByteDance Seed, Fudan University, Tsinghua University, Nanjing University, and Shanghai Jiao Tong University have proposed Enigmata, the first comprehensive toolkit designed for improving LLMs with puzzle reasoning skills. It contains 36 tasks across seven categories, each featuring a generator that produces unlimited examples with controllable difficulty and a rule-based verifier for automatic evaluation. The researchers further developed Enigmata-Eval as a rigorous benchmark and created optimized multi-task RLVR strategies. Puzzle data from Enigmata enhances SoTA performance on advanced math and STEM reasoning tasks like AIME, BeyondAIME, and GPQA when trained on larger models like Seed1.5-Thinking. This shows the generalization benefits of Enigmata. The Enigmata-Data comprises 36 puzzle tasks organized into 7 primary categories, including Crypto, Arithmetic, Logic, Grid, Graph, Search, and Sequential Puzzle, making it the only dataset having multiple task categories with scalability, automatic verification, and public availability. The data construction follows a three-phase pipeline: Tasks Collection and Design, Auto-Generator and Verifier Development, and Sliding Difficulty Control. Moreover, the Enigmata-Eval is developed by systematically sampling from the broader dataset, aiming to extract 50 instances per difficulty level for each task. The final evaluation set contains 4,758 puzzle instances rather than the theoretical maximum of 5,400, due to inherent constraints, where some tasks generate fewer instances per difficulty level. The proposed model outperforms most public models on Enigmata-Eval with 32B parameters, showing the effectiveness of the dataset and training recipe. The model stands out on the challenging ARC-AGI benchmark, surpassing strong reasoning models such as Gemini 2.5 Pro, o3-mini, and o1. The Qwen2.5-32B-Enigmata shows outstanding performance in structured reasoning categories, outperforming in Crypto, Arithmetic, and Logic tasks, suggesting effective development of rule-based reasoning capabilities. The model shows competitive performance in search tasks that require strategic exploration and planning capabilities. Moreover, Crypto and Arithmetic tasks tend to provide the highest accuracy, while spatial and sequential tasks remain more difficult. In this paper, researchers introduced Enigmata, a comprehensive suite for equipping LLMs with advanced puzzle reasoning that integrates seamlessly with RL using verifiable rule-based rewards. The trained Enigmata-Model shows superior performance and robust generalization skills through RLVR training. Experiments reveal that when applied to larger models such as Seed1.5-Thinking, synthetic puzzle data brings additional benefits in other domains, including mathematics and STEM reasoning over state-of-the-art models. Enigmata provides a solid foundation for the research community to advance reasoning model development, offering a unified framework that effectively bridges logical puzzle-solving with broader reasoning capabilities in LLMs. Check out the Paper, GitHub Page and Project Page. All credit for this research goes to the researchers of this project. Also, feel free to follow us on Twitter and don’t forget to join our 95k+ ML SubReddit and Subscribe to our Newsletter. Sajjad AnsariSajjad 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.Sajjad Ansarihttps://www.marktechpost.com/author/sajjadansari/Multimodal Foundation Models Fall Short on Physical Reasoning: PHYX Benchmark Highlights Key Limitations in Visual and Symbolic IntegrationSajjad Ansarihttps://www.marktechpost.com/author/sajjadansari/Meta AI Introduces Multi-SpatialMLLM: A Multi-Frame Spatial Understanding with Multi-modal Large Language ModelsSajjad Ansarihttps://www.marktechpost.com/author/sajjadansari/Can LLMs Really Judge with Reasoning? Microsoft and Tsinghua Researchers Introduce Reward Reasoning Models to Dynamically Scale Test-Time Compute for Better AlignmentSajjad Ansarihttps://www.marktechpost.com/author/sajjadansari/NVIDIA AI Introduces AceReason-Nemotron for Advancing Math and Code Reasoning through Reinforcement Learning #enigmatas #multistage #mixtraining #reinforcement #learning

The Photography Seoul Museum of Artofficially opened its doors in May 2025, marking a significant milestone as South Korea’s first public institution solely dedicated to the art of photography. Situated in the Dobong District of northeastern Seoul, this architectural marvel is the result of a collaboration between Austrian firm Jadric Architektur and Korean studio 1990uao Architects. The museum’s dynamic, twisting facade not only serves as a visual landmark but also symbolizes the fluidity and transformative nature of photography itself. Spanning six levels, four above ground and two below, the museum encompasses a total area of 7,048 square meters. Its design emphasizes the interplay between light and space, with broad concrete surfaces and filtered lighting creating an environment conducive to introspection and artistic appreciation. Designers: Jadric Architektur and 1990uao Architects Interior spaces are thoughtfully punctuated by voids and light wells, allowing natural light to shape the visitor experience throughout the day. The building’s exterior features a twisting monolithic shape that integrates seamlessly with the surrounding public space, inviting visitors to engage with the museum both inside and out. This design choice reflects the architects’ intention to create a “walk-in object” that fosters community interaction and cultural engagement. PhotoSeMA’s opening is marked by two inaugural exhibitions that delve into the history and evolution of Korean photography. The Radiance: Beginnings of Korean Art Photography showcases seminal works by artists such as Jung Haechang, Lim Suk Je, Lee Hyungrok, Cho Hyundu, and Park Youngsook. Drawing from a collection of over 20,000 works and archival materials dating from the 1920s to the 1990s, the exhibition offers a comprehensive look at the medium’s development in Korea. Meanwhile, Storage Story features contemporary artists Dongsin Seo, Won Seoung Won, Jihyun Jung, Joo Yongseong, Melmel Chung, and Oh Jooyoung. This exhibition explores the museum itself as a subject, examining themes of classification, memory, and the evolving role of cultural institutions in society. As part of the Seoul Museum of Artnetwork, PhotoSeMA extends the institution’s reach and reinforces its commitment to diverse artistic expressions. The museum not only provides a dedicated space for photographic art but also contributes to the cultural revitalization of the Dobong District, aligning with the city’s broader efforts to establish a “cultural mile” in the area. With its innovative design and focused curatorial approach, the Photography Seoul Museum of Art stands as a testament to the dynamic intersection of architecture and photography, offering visitors a unique space to explore and appreciate the visual narratives that shape our world. The post South Korea’s first public museum for photography now open first appeared on Yanko Design. #south #koreas #first #public #museum

A number of Sonos speakers are on sale right now at Sonos direct and Amazon. This includes the well-regarded Era 300 smart speaker, which is on sale for This particular model is one of Sonos' newest, and it has rarely gone on sale in the past. We enjoyed the Era 300 enough to give it a score of 80 in our review. It has excellent sound quality and offers a premium experience that far surpasses other products in the company's lineup, even the Era 100. This is also true when compared to rival speakers like Apple's HomePod. It's simple to set up and offers the company's proprietary Trueplay tuning system. This feature optimizes the sound of the speaker to the unique acoustics of a room by leveraging an internal microphone. It measures how sound reflects off surfaces and adjusts the EQ to match. It's pretty nifty. As for connectivity, it can pair with another Era 300 speaker for a true stereo experience. It also includes a Bluetooth receiver and line-in options. Of course, the speaker integrates with just about every streaming music service. The built-in mic also allows for voice assistant control, but only with Siri and Alexa. Google Assistant is left out of the party. This speaker goes all-in on spatial audio, and the results are mixed. Sometimes it's sublime and sometimes it's kind of eh. This is more of a dig on the technology itself. It has serious potential but is still experiencing growing pains. The only real downside of this speaker is the exorbitant asking price, which has been slightly alleviated by this sale. As previously mentioned, other Sonos products are available at a discount. This includes the Sonos Beam Gen 2 soundbar, which is 26 percent off at These deals are available via Sonos itself. There's also an ongoing sale on portable speakers.  Follow @EngadgetDeals on X for the latest tech deals and buying advice.This article originally appeared on Engadget at #sonos #era #percent #off #this

The chief executive of the developer Antracit discusses her ambitions for the contest contest to retrofit and upgrade the former Palace Hotel in Ostrava, Czechia Zuzana Bajgarová inside the Palace Hotel Credit: Image by Vladimir Prycek Magazine Patriot Why are you holding an international contest for the renewal of the Palace Hotel in Ostrava? The former Palace Hotel building holds great historical and cultural significance for Ostrava. Since 1913, it has been an integral part of city life – fondly remembered by several generations, whether as a venue for cultural and social events or as a backdrop to everyday urban life. That’s why we are approaching its renewal with the utmost respect and openness to diverse architectural perspectives. We believe that an international competitive dialogue is the most effective way to arrive at a high-quality, sensitive solution that also aligns with the expectations of investors. We view the project as one of our company’s flagship initiatives – one that will shape the future appearance of Ostrava’s historic centre, in the Czech Republic’s third-largest city. What is your vision for the future of this important city centre building? Our vision is to transform the Palace Hotel into a vibrant, open space that seamlessly integrates into the everyday rhythm of city life. We believe it can offer the kind of amenities and services that Ostrava currently lacks. We aim to develop stylish, small-scale rental housing, complemented by services, community spaces, and potentially even a modern lifestyle hotel. A key priority is revitalizing the building’s ground floor as a dynamic public space and thoughtfully incorporating historical features into its renewed identity. This is a long-term investment focused on sustainability and on creating lasting value – not only for the people of Ostrava, but for the city as a whole. What sort of teams would you like to see step forward for this unique opportunity? We would like to invite teams that think beyond the immediate task – those with the courage to approach this project with both respect and vision. We value interdisciplinary collaboration that brings together architecture, urbanism, design, and experience in the transformation of historic buildings. Equally important to us is an understanding of urban life and the ability to design spaces that serve people naturally and intuitively. We are seeking a long-term partner – someone who will accompany us from concept through to successful implementation, and help restore the Palace Hotel to its rightful place on the map as a vibrant, confident presence in contemporary Ostrava. 2025-06-01 Merlin Fulcher Share #competition #insights #zuzana #bajgarová #ostravas

Parametric design is a transformative approach to product development that integrates interconnected parameters to enhance a product’s performance and adaptability. This approach maximizes the relationships between parameters like color, size, and material by defining and adjusting them to improve design results. In contrast to conventional design systems, parametric design encourages creativity by making it possible to create adaptable and dynamic solutions that are suited to changing requirements. The use of sophisticated algorithms makes it easier to create intricate patterns and structures, changing the way engineers and designers approach architectural, industrial, and urban planning projects. Parametric design is based on systems that are naturally based on parametric principles and are inspired by biological and natural patterns. The Flip chair, inspired by the natural beauty of wind-blown grass, combines asymmetry and craftsmanship to create a unique seating experience. Designers focused on the “flip” as the central element, allowing the bent wood to flow through gradual transitions, and infusing the piece with vitality. The challenging process of steam-bending thick wood was repeated multiple times, ensuring that each chair is handmade, one-of-a-kind, and exhibits a distinctive form, making it an elegant yet functional addition to any space. Developed with the support of the National Taiwan Craft Research and Development Institute, the Flip chair seamlessly blends traditional craftsmanship with modern parametric design. The result is a chair that not only offers aesthetic appeal but also carries a story of innovation and meticulous workmanship. Its organic texture and thoughtful design make it a statement piece that is ideal for those seeking a functional yet artistic element to complement their home or office decor. What are the Applications of Parametric Design? Parametric design enables the creation of customized product designs by allowing users to adjust shape, size, and functionality based on specific inputs. This approach combines various algorithms and parameters to create and refine designs that enhance the functionality and aesthetics of the product. Designers begin by defining key parameters, which can then be adjusted to optimize efficiency and performance. CAD software and similar tools are commonly used in this process and by utilizing parameters, the design process becomes more controlled and enables innovative solutions. Multiple design options can be explored quickly which heps in reducing time and waste, and making parametric design a powerful tool for innovation. Located in Jakarta’s business district, the Stalk Tree-Hugger, designed by RAD+ar, integrates five existing tall trees with a parametric fabric structure that creates an engaging play of light and shadows. This innovative design combines a restaurant and lounge, offering a unique spatial experience while blending seamlessly with the surrounding greenery. The shifting shadows from the trees foster an intimate, inviting atmosphere, while the dynamic tensile structures, swaying with the wind, create a nature-centric ambiance. The 750-square-meter bar restaurant showcases minimal intervention in nature, providing a versatile space for commercial activities. The lightweight steel-timber thatch roof offers both shade and support to the parametric fabric, transforming into a lantern at night, enhancing the cityscape and event ambiance. Designed by Antonius Richard and the RAD+ar team, the project emphasizes reducing environmental impact while maintaining the commercial value of the land. With constant movement and changing lighting, the design creates a relaxing, tranquil space, where visitors can observe and interact with nature. The Generico Chair, created by Marco Hemmerling and Ulrich Nether, exemplifies the power of generative algorithms in computational or parametric design. This innovative process allows the software to optimize the design to meet specific parameters and results in a lightweight yet strong structure. The chair’s Voronoi-inspired design reduces material usage significantly while maintaining strength and flexibility in the backrest. The careful application of generative design principles ensures the chair’s efficiency without compromising its functionality. Designed for both performance and comfort, the Generico Chair retains its ergonomic qualities despite its reduced volume. The chair is 3D printed to accommodate the complexities of its generative design, which introduces specific manufacturing constraints. The result is a visually captivating piece with a skeletal charm that blends creativity and precision. Its unique form showcases how software-aided design can produce functional and aesthetically pleasing furniture pieces while adhering to sustainability, precision, and material efficiency goals. How does Parametric design bring innovation to product design? Parametric design, powered by CAD software, achieves a harmonious balance between complexity and simplicity, streamlining the processes of product creation and modification. By defining specific parameters, designers can make adjustments with ease, minimizing waste and improving efficiency. This highly versatile approach adapts to various products, such as adjusting the height and tilt of a chair or modifying the color, angle, and brightness of lighting design. Therefore, parametric design promotes flexibility, providing a wide range of solutions to complex challenges. By establishing parameters at the outset, significant time is saved, enabling refinements during the design phase before creating a physical prototype. It excels in managing intricate shapes and patterns while opening new possibilities for innovation and creativity. John Mauriello, the designer behind the Coral Lighting Collection, articulates his creations as moments frozen in time. These lamps are the result of complex algorithms simulating natural growth, each one capturing a unique form by pausing the simulation at a precise point. The collection features three distinct designs namely Timor, Sargasso, and Celebes, each inspired by different types of coral. Mauriello’s deep connection to the ocean, fostered through his experience as a surfer, is reflected in his tribute to coral’s inherent beauty and vibrant life. The lamps are meticulously designed to be visually appealing both when illuminated and when turned off. Crafted from a white, ceramic-like material, they are 3D printed in the USA using sustainable methods that enable the recycling of any waste materials. The integrated LED lights interact with the lamp’s uneven cross-sections to produce dynamic lighting effects of brightness and shadow. The manufacturing process is eco-conscious and allows any waste material that is produced during the design process to be recycled. A Guide to Parametric Design Software Parametric modeling is a computer-aided designtool used to create and manipulate parametric models. Several software programs incorporate advanced algorithms for parametric design, combining computer software with AI to offer innovative design solutions. These sophisticated algorithms enable an interactive design process, allowing designers and engineers to input specific constraints directly within the software. This approach minimizes errors and ensures the creation of accurate digital models. Furthermore, the integration of virtual reality enhances the experience, providing immersive and interactive opportunities to visualize and refine concepts. Designers can explore complex geometries and design intricacies, enabling the creation of 3D shapes and models with greater precision and flexibility. CATIA’s Visual Scripting app, part of the 3DEXPERIENCE Platform, makes parametric design easier and more accessible. This no-code tool lets designers, engineers, and architects create complex designs without needing to write code. Using a simple, node-based interface, users can define parameters and generate detailed 3D models effortlessly. The tool’s Capture & Reuse feature boosts efficiency by allowing users to share and reuse design algorithms across different projects. By combining CATIA’s CAD software with a visual approach to parametric and generative modeling, Visual Scripting enhances creativity and speeds up design iterations. Its smooth integration with the 3DEXPERIENCE platform provides a streamlined workflow, making algorithmic design a built-in feature. Beyond traditional modeling, it also enables mesh manipulation and the creation of custom lattice structures—perfect for 3D printing in industries like aerospace, furniture, and jewelry design. Parametric design is transforming the product design industry by fostering creativity, improving efficiency, and enabling customization. Its seamless integration with digital manufacturing and sustainability efforts makes it an essential tool for modern designers. As technology continues to evolve, parametric design will remain at the forefront, driving ethical and innovative advancements in product development.The post Parametric Design And a Guide to Creating Adaptable, High-Performance Products with Algorithms first appeared on Yanko Design. #parametric #design #guide #creating #adaptable