The search for ways to get robot vacuums over tall thresholds reaches inevitable conclusion as Dreame launches bot with tiny mechanical legs.

Tiny AI models advance one of the most applied data science techniques time forecasting.

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With a month to go before the 2025 edition of Stockholm Design Week, you can still be featured in Dezeen's digital events guide to the festival.Taking place from 3 to 9 February 2025, this year's festival promises an enticing mix of events, including exhibitions, installations, open showrooms, talks, tours and product launches.If you're planning one of these events, or are taking part in the Stockholm Furniture Fair, get in touch with the team at eventsguide@dezeen.com.Faye Toogood has been announced as the guest of honour of this year's fair, which runs from 4 to 8 February 2025, celebrating the 23 years of the festival.Get listed in Dezeen's digital Stockholm guideDezeen offers standard and enhanced listings in its Stockholm guide.Standard listings cost 100 and include the event name, date and location details plus a website link. These listings will also feature up to 50 words of text about the event.Enhanced listings cost 175 and include all of the above plus an image at the top of the listing's page and an image in the listing preview on the Dezeen Events Guide homepage. These listings will also feature up to 100 words of text about the event.Featured listings cost 350 and include all elements of an enhanced listing plus a post on Dezeen's Threads channel, inclusion in the featured events carousel on the right hand of the festival guide homepage for up to two weeks and 150 words of text about the event. This text can include commercial information, such as ticket prices and offers and can feature additional links to website pages such as ticket sales, newsletter signups and more.For more information about partnering with us to help amplify your event, contact the team at eventsguide@dezeen.com.About Dezeen Events GuideDezeen Events Guide is our guide to the best architecture and design events taking place across the world each year.The guide is updated weekly and includes virtual events, conferences, trade fairs, major exhibitions and design weeks.For more details on inclusion in the Dezeen Events Guide, including in our guide to Stockholm Design Week, email eventsguide@dezeen.com.The illustration is by Rima Sabina Aouf.The post There's still time to be listed in Dezeen's digital guide for Stockholm Design Week 2025 appeared first on Dezeen.

Fake people. Fake photos. What's not to like?

MacworldOkay, Mac users, we can admit there are some advantages to having a PC, right? Like those Windows-only apps and games. Instead of being eternally jealous, were getting Windows 11 Pro at one of its lowest prices ever: $20 (reg. $199)this week only. Its the perfect time to dip our toes into the world of PC gaming or try out other Windows-exclusive software.How does it all work? With a little help from Boot Camp (if you have an Intel-based Mac) or a virtual machine like Parallels Desktop, you can run Windows alongside macOS. Then, you can finally download Red Dead Redemption 2 and other games. Windows 11 Pros DirectX 12 Ultimate gaming graphics pick up any slack your Mac might have.This is also your chance to try Windows OS without buying a PC. You might be pleasantly surprised by the sleek interface, multitasking features, and the AI assistant, Windows Copilot.You only have a limited time to download Windows 11 Pro to your Mac for $20 (reg. $199). No coupon is needed to get this price.Microsoft Windows 11 Pro $19.97Get It HereStackSocial prices subject to change.

MacworldTired of software subscriptions slowly draining your wallet every month? Lets cut the recurring payments and bring back some simplicity. Whether youre a small business owner crunching numbers or a student racing through a term paper, theres one tool thats likely on your must-have list: Microsoft Office.This deal on a Microsoft Office 2024 Home & Business lifetime license is on sale for $159.97 (reg. $249), meaning you pay once and own it forever no fine print, no hidden fees. This edition is compatible with both Mac and PC, making it perfect for households or offices with mixed devices.Designed with performance and usability in mind, Office 2024 offers a sleek, modern interface and improved features across the board. Youll get the classic suite of apps, including Word, Excel, PowerPoint, Outlook, and OneNote to handle everything from detailed spreadsheets to polished presentations.Unlike subscription-based models, this package gives you peace of mind knowing your productivity tools are ready whenever you are, even offline. Whether youre creating a sleek resume or managing email overload, these trusted apps are built to get the job done efficiently.Ditch the subscription cycle and invest in tools that work as hard as you do no strings attached.Regularly $249, get a lifetime license to Microsoft Office 2024 for Mac and PC for $159.97 for a limited time.Microsoft Office 2024 Home & Business for Mac or PC Lifetime License $159.97See DealStackSocial prices subject to change.

Global venture capital investments rose to $368.5 billion in 2024, up 5.4% from $349.4 billion a year earlier, the NVCA/Pitchbook said.Read More

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn MoreThe industrys push into agentic AI continues, with Nvidia announcing several new services and models to facilitate the creation and deployment of AI agents.Today, Nvidia launched Nemotron, a family of models based on Metas Llama and trained on the companys techniques and datasets. The company also announced new AI orchestration blueprints to guide AI agents. These latest releases bring Nvidia, a company more known for the hardware that powers the generative AI revolution, to the forefront of agentic AI development.Nemotron comes in three sizes: Nano, Super and Ultra. It also comes in two flavors: the Llama Nemotron for language tasks and the Cosmos Nemotron vision model for physical AI projects. The Llama Nemotron Nano has 4B parameters, the Super 49B parameters and the Ultra 253B parameters.All three work best for agentic tasks including instruction following, chat, function calling, coding and math, according to the company. Rev Lebaredian, VP of Omniverse and simulation technology at Nvidia, said in a briefing with reporters that the three sizes are optimized for different Nvidia computing resources. Nano is for cost-efficient low latency applications on PC and edge devices, Super is for high accuracy and throughput on a single GPU and Ultra is for highest accuracy at data center scale.AI agents are the digital workforce that will work for us and work with us, and so the Nemotron model family is for agentic AI, said Lebaredian.The Nemotron models are available as hosted APIs on Hugging Face and Nvidias website. Nvidia said enterprises can access the models through its AI Enterprise software platform.Nvidia is no stranger to foundation models. Last year, it quietly released a version of Nemotron, Llama-3.1-Nemotron-70B-Instruct, that outperformed similar models from OpenAI and Anthropic. It also unveiled NVLM 1.0, a family of multimodal language models.More support for agentsAI agents became a big trend in 2024 as enterprises began exploring how to deploy agentic systems in their workflow. Many believe that momentum will continue this year.Companies like Salesforce, ServiceNow, AWS and Microsoft have all called agents the next wave of gen AI in enterprises. AWS has added multi-agent orchestration to Bedrock, while Salesforce released its Agentforce 2.0, bringing more agents to its customers.However, agentic workflows still need other infrastructure to work efficiently. One such infrastructure revolves around orchestration, or managing multiple agents crossing different systems.Orchestration blueprintsNvidia has also entered the emerging field of AI orchestration with its blueprints that guide agents through specific tasks.The company has partnered with several orchestration companies, including LangChain, LlamaIndex, CrewAI, Daily and Weights and Biases, to build blueprints on Nvidia AI Enterprise. Each orchestration framework has developed its own blueprint with Nvidia. For example, CrewAI created a blueprint for code documentation to ensure code repositories are easy to navigate. LangChain added Nvidia NIM microservices to its structured report generation blueprint to help agents return internet searches in different formats.Making multiple agents work together smoothly or orchestration is key to deploying agentic AI, said Lebaredian. These leading AI orchestration companies are integrating every Nvidia agentic building block, NIM, Nemo and Blueprints with their open-source agentic orchestration platforms.Nvidias new PDF-to-podcast blueprint aims to compete with Googles NotebookLM by converting information from PDFs to audio. Another new blueprint will help build agents to search for and summarize videos.Lebaredian said Blueprints aims to help developers quickly deploy AI agents. To that end, Nvidia unveiled Nvidia Launchables, a platform that lets developers test, prototype and run blueprints in one click.Orchestration could be one of the bigger stories of 2025 as enterprises grapple with multi-agent production.Daily insights on business use cases with VB DailyIf you want to impress your boss, VB Daily has you covered. We give you the inside scoop on what companies are doing with generative AI, from regulatory shifts to practical deployments, so you can share insights for maximum ROI.Read our Privacy PolicyThanks for subscribing. Check out more VB newsletters here.An error occured.

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn MoreNvidia today announced foundation models running locally on Nvidia RTX AI PCs that supercharge digital humans, content creation, productivity and development.GeForce has long been a vital platform for AI developers. The first GPU-accelerated deep learning network, AlexNet, was trained on the GeForce GTXTM 580 in 2012 and last year, over 30% of published AI research papers cited the use of GeForce RTX. Jensen Huang, CEO of Nvidia, made the announcement during his CES 2025 opening keynote. Now, with generative AI and RTX AI PCs, anyone can be a developer. A new wave of low-code and no-code tools, such as AnythingLLM, ComfyUI, Langflow and LM Studio enable enthusiasts to use AI models in complex workflows via simple graphical user interfaces.NIM microservices connected to these GUIs will make it effortless to access and deploy the latest generative AI models. Nvidia AI Blueprints, built on NIM microservices, provide easy-to-use, preconfigured reference workflows for digital humans, content creation and more.To meet the growing demand from AI developers and enthusiasts, every top PC manufacturer and system builder is launching NIM-ready RTX AI PCs.AI is advancing at light speed, from perception AI to generative AI and now agentic AI, said Huang. NIM microservices and AI Blueprints give PC developers and enthusiasts the building blocks to explore the magic of AI.The NIM microservices will also be available with Nvidia Digits, a personal AI supercomputer that provides AI researchers, data scientists and students worldwide with access to the power of Nvidia Grace Blackwell. Project Digits features the new Nvidia GB10 Grace Blackwell Superchip, offering a petaflop of AI computing performance for prototyping, fine-tuning and running large AI models.Making AI NIMbleHow AI gets smarterFoundation models neural networks trained on immense amounts of raw data are the building blocks for generative AI.Nvidia will release a pipeline of NIM microservices for RTX AI PCs from top model developers such as Black Forest Labs, Meta, Mistral and Stability AI. Use cases span large language models (LLMs), vision language models, image generation, speech, embedding models for retrieval-augmented generation (RAG), PDF extraction and computer vision.Making FLUX an Nvidia NIM microservice increases the rate at which AI can be deployed and experienced by more users, while delivering incredible performance, said Robin Rombach, CEO of Black Forest Labs, oin a statement.Nvidia today also announced the Llama Nemotron family of open models that provide high accuracy on a wide range of agentic tasks. The Llama Nemotron Nano model will be offered as a NIM microservice for RTX AI PCs and workstations, and excels at agentic AI tasks like instruction following, function calling, chat, coding and math. NIM microservices include the key components for running AI on PCs and are optimized for deployment across NVIDIA GPUs whether in RTX PCs and workstations or in thecloud.Developers and enthusiasts will be able to quickly download, set up and run these NIM microservices on Windows 11 PCs with Windows Subsystem for Linux (WSL).AI is driving Windows 11 PC innovation at a rapid rate, and Windows Subsystem for Linux (WSL) offers a great cross-platform environment for AI development on Windows 11 alongside Windows Copilot Runtime, said Pavan Davuluri, corporate vice president of Windows at Microsoft, in a statement. Nvidia NIM microservices, optimized for Windows PCs, give developers and enthusiasts ready-to-integrate AI models for their Windows apps, further accelerating deployment of AI capabilities to Windows users.The NIM microservices, running on RTX AI PCs, will be compatible with top AI development and agent frameworks, including AI Toolkit for VSCode, AnythingLLM, ComfyUI, CrewAI, Flowise AI, LangChain, Langflow and LM Studio. Developers can connect applications and workflows built on these frameworks to AI models running NIM microservices through industry-standard endpoints, enabling them to use the latest technology with a unified interface across the cloud, data centers, workstations and PCs.Enthusiasts will also be able to experience a range of NIM microservices using an upcoming release of the Nvidia ChatRTX tech demo.Putting a Face on Agentic AINvidia AI BlueprintsTo demonstrate how enthusiasts and developers can use NIM to build AI agents and assistants, Nvidia today previewed Project R2X, a vision-enabled PC avatar that can put information at a users fingertips, assist with desktop apps and video conference calls, read and summarize documents, and more.The avatar is rendered using Nvidia RTX Neural Faces, a new generative AI algorithm that augments traditional rasterization with entirely generated pixels. The face is then animated by a new diffusion-based NVIDIA Audio2FaceTM-3D model that improves lip and tongue movement. R2X can be connected to cloud AI services such as OpenAIs GPT4o and xAIs Grok, and NIM microservices and AI Blueprints, such as PDF retrievers or alternative LLMs, via developer frameworks such as CrewAI, Flowise AI and Langflow.AI Blueprints Coming to PCA wafer full of Nvidia Blackwell chips.NIM microservices are also available to PC users through AI Blueprints reference AI workflows that can run locally on RTX PCs. With these blueprints, developers can create podcasts from PDF documents, generate stunning images guided by 3D scenes and more.The blueprint for PDF to podcast extracts text, images and tables from a PDF to create a podcast script that can be edited by users. It can also generate a full audio recording from the script using voices available in the blueprint or based on a users voice sample. In addition, users can have a real-time conversation with the AI podcast host to learn more. The blueprint uses NIM microservices like Mistral-Nemo-12B-Instruct for language, Nvidia Riva for text-to-speech and automatic speech recognition, and the NeMo Retriever collection of microservices for PDF extraction.The AI Blueprint for 3D-guided generative AI gives artists finer control over image generation. While AI can generate amazing images from simple text prompts, controlling image composition using only words can be challenging. With this blueprint, creators can use simple 3D objects laid out in a 3D renderer like Blender to guide AI image generation. The artist can create 3D assets by hand or generate them using AI, place them in the scene and set the 3D viewport camera. Then, a pre-packaged workflow powered by the FLUX NIM microservice will use the current composition to generate high-quality images that match the 3D scene.Nvidia NIM microservices and AI Blueprints will be available starting in February. NIM-ready RTX AI PCs will be available from Acer, ASUS, Dell, GIGABYTE, HP, Lenovo, MSI, Razer and Samsung, and from local system builders Corsair, Falcon Northwest, LDLC, Maingear, Mifcon, Origin PC, PCS and Scan.Daily insights on business use cases with VB DailyIf you want to impress your boss, VB Daily has you covered. We give you the inside scoop on what companies are doing with generative AI, from regulatory shifts to practical deployments, so you can share insights for maximum ROI.Read our Privacy PolicyThanks for subscribing. Check out more VB newsletters here.An error occured.