AI at Meta Blog https://ai.meta.com/blog/ AI research, open source, and applications from Meta http://www.rssboard.org/rss-specification python-feedgen en Wed, 22 Apr 2026 02:21:03 +0000 Scaling How We Build and Test Our Most Advanced AI https://ai.meta.com/blog/scaling-how-we-build-test-advanced-ai/ Scaling How We Build and Test Our Most Advanced AI https://ai.meta.com/blog/scaling-how-we-build-test-advanced-ai/ Research Wed, 08 Apr 2026 00:00:00 +0000 How Alta Daily Uses Meta’s Segment Anything to Reimagine the Digital Closet https://ai.meta.com/blog/alta-daily-fashion-app-segment-anything/ How Alta Daily Uses Meta’s Segment Anything to Reimagine the Digital Closet https://ai.meta.com/blog/alta-daily-fashion-app-segment-anything/ Computer Vision Mon, 06 Apr 2026 00:00:00 +0000 SAM 3.1: Faster and More Accessible Real-Time Video Detection and Tracking With Multiplexing and Global Reasoning https://ai.meta.com/blog/segment-anything-model-3/ SAM 3.1: Faster and More Accessible Real-Time Video Detection and Tracking With Multiplexing and Global Reasoning https://ai.meta.com/blog/segment-anything-model-3/ Computer Vision Fri, 27 Mar 2026 00:00:00 +0000 Introducing TRIBE v2: A Predictive Foundation Model Trained to Understand How the Human Brain Processes Complex Stimuli https://ai.meta.com/blog/tribe-v2-brain-predictive-foundation-model/ https://ai.meta.com/blog/tribe-v2-brain-predictive-foundation-model/ Research Thu, 26 Mar 2026 00:00:00 +0000 Four MTIA Chips in Two Years: Scaling AI Experiences for Billions https://ai.meta.com/blog/meta-mtia-scale-ai-chips-for-billions/ Four MTIA Chips in Two Years: Scaling AI Experiences for Billions https://ai.meta.com/blog/meta-mtia-scale-ai-chips-for-billions/ AI Wed, 11 Mar 2026 00:00:00 +0000 Mapping the World's Forests with Greater Precision: Introducing Canopy Height Maps v2 https://ai.meta.com/blog/world-resources-institute-dino-canopy-height-maps-v2/ Today, in partnership with the World Resources Institute, we’re announcing Canopy Height Maps v2 (CHMv2): an open source model and world-scale maps generated with it. https://ai.meta.com/blog/world-resources-institute-dino-canopy-height-maps-v2/ Computer Vision Tue, 10 Mar 2026 00:00:00 +0000 Reducing Government Costs and Increasing Access to Greenspaces in the United Kingdom with DINO https://ai.meta.com/blog/forest-research-dino/ Meta's DINOv2 model is enhancing reforestation efforts around the world. Learn how the UK government is using DINO to help reduce costs and increase access to greenspaces. https://ai.meta.com/blog/forest-research-dino/ Computer Vision Mon, 09 Feb 2026 00:00:00 +0000 The Universities Space Research Association Applies Segment Anything Model for Responding to Flood Emergencies https://ai.meta.com/blog/usra-sam-flood-emergencies/ The Universities Space Research Association and Meta are collaborating to help support water observing systems set up by the U.S. Geological Survey. https://ai.meta.com/blog/usra-sam-flood-emergencies/ Computer Vision Thu, 18 Dec 2025 00:00:00 +0000 How DINO and SAM are Helping Modernize Essential Medical Triage Practices https://ai.meta.com/blog/upenn-dino-sam-helping-medical-triage/ By leveraging advanced AI models, teams at the University of Pennsylvania are aiming to bring cutting-edge automation to emergency response. https://ai.meta.com/blog/upenn-dino-sam-helping-medical-triage/ Computer Vision Thu, 18 Dec 2025 00:00:00 +0000 Introducing SAM Audio: The First Unified Multimodal Model for Audio Separation https://ai.meta.com/blog/sam-audio/ SAM Audio transforms audio processing by making it easy to isolate any sound from complex audio mixtures using natural, multimodal prompts — whether through text, visual cues, or marking time segments. https://ai.meta.com/blog/sam-audio/ Computer Vision Tue, 16 Dec 2025 00:00:00 +0000 How Conservation X Labs Is Using Segment Anything Model 3 for Endangered Wildlife Monitoring https://ai.meta.com/blog/segment-anything-conservation-x-wildlife-monitoring/ Start-ups like Conservation X Labs are using Meta’s Segment Anything Models to bolster on-the-ground conservation expertise. https://ai.meta.com/blog/segment-anything-conservation-x-wildlife-monitoring/ Computer Vision Mon, 24 Nov 2025 00:00:00 +0000 ExecuTorch Adoption in Reality Labs: Powering On-Device AI Across Meta Devices https://ai.meta.com/blog/executorch-reality-labs-on-device-ai/ ExecuTorch, Meta’s open source, lightweight, and efficient inference engine, has been instrumental in enabling on-device AI capabilities across Meta’s family of apps. https://ai.meta.com/blog/executorch-reality-labs-on-device-ai/ Open Source Fri, 21 Nov 2025 00:00:00 +0000 Introducing SAM 3D: Powerful 3D Reconstruction for Physical World Images https://ai.meta.com/blog/sam-3d/ This release introduces two new state-of-the-art models: SAM 3D Objects for object and scene reconstruction, and SAM 3D Body for human body and shape estimation. https://ai.meta.com/blog/sam-3d/ Computer Vision Wed, 19 Nov 2025 00:00:00 +0000 Omnilingual ASR: Advancing Automatic Speech Recognition for 1,600+ Languages https://ai.meta.com/blog/omnilingual-asr-advancing-automatic-speech-recognition/ We’re introducing Meta Omnilingual Automatic Speech Recognition, a suite of models providing automatic speech recognition capabilities for over 1,600 languages. https://ai.meta.com/blog/omnilingual-asr-advancing-automatic-speech-recognition/ Open Source Mon, 10 Nov 2025 00:00:00 +0000 Agents Rule of Two: A Practical Approach to AI Agent Security https://ai.meta.com/blog/practical-ai-agent-security/ https://ai.meta.com/blog/practical-ai-agent-security/ Fri, 31 Oct 2025 00:00:00 +0000 The Building Blocks of Agentic AI: From Kernels to Clusters https://ai.meta.com/blog/introducing-pytorch-native-agentic-stack/ At PyTorch Conference 2025 in San Francisco, we unveiled five new projects spanning kernel languages, distributed systems, reinforcement learning, agentic frameworks, and edge AI deployment. https://ai.meta.com/blog/introducing-pytorch-native-agentic-stack/ Open Source Fri, 24 Oct 2025 00:00:00 +0000 How Llama and Oracle are helping Instituto PROA kickstart careers for students in Brazil https://ai.meta.com/blog/llama-oracle-help-students-in-brazil/ Instituto PROA, a nonprofit organization in Brazil, has transformed its job preparation process for young candidates by leveraging Llama and Oracle Cloud Infrastructure. https://ai.meta.com/blog/llama-oracle-help-students-in-brazil/ Open Source Wed, 27 Aug 2025 00:00:00 +0000 How DINOv3 is helping World Resources Institute restore forests and farms globally https://ai.meta.com/blog/world-resources-institute-dinov3/ WRI and the Bezos Earth Fund used DINOv3 to develop an algorithm to accurately count individual trees from drone and satellite imagery. https://ai.meta.com/blog/world-resources-institute-dinov3/ Open Source Thu, 14 Aug 2025 00:00:00 +0000 Small robots, mighty vision: NASA Jet Propulsion Laboratory's DINOv2-enabled robot rovers and the future of planetary exploration https://ai.meta.com/blog/nasa-jpl-dino-robot-explorers/ Using DINOv2, the team at NASA's Jet Propulsion Laboratory built a convenient robot operating system interface for robotic tasks. https://ai.meta.com/blog/nasa-jpl-dino-robot-explorers/ Open Source Thu, 14 Aug 2025 00:00:00 +0000 DINOv3: Self-supervised learning for vision at unprecedented scale https://ai.meta.com/blog/dinov3-self-supervised-vision-model/ DINOv3 scales self-supervised learning for images to create universal vision backbones that achieve absolute state-of-the-art performance across diverse domains, including web and satellite imagery. https://ai.meta.com/blog/dinov3-self-supervised-vision-model/ Open Source Thu, 14 Aug 2025 00:00:00 +0000 How Llama helps Biofy Technologies in the fight against antibiotic resistance https://ai.meta.com/blog/llama-helps-biofy-fight-antibiotic-resistance/ Brazil, the biotech company Biofy Technologies has developed a groundbreaking platform using Llama that reduces diagnostic time for antibiotic resistance from five days to less than four hours. https://ai.meta.com/blog/llama-helps-biofy-fight-antibiotic-resistance/ Open Source Thu, 07 Aug 2025 00:00:00 +0000 How Upwork helps freelancers win more work with Llama https://ai.meta.com/blog/upwork-helps-freelancers-with-llama/ Upwork, one of the world’s largest work marketplaces, is using Llama to power Uma, its mindful AI, to help freelancers land jobs faster and more confidently. https://ai.meta.com/blog/upwork-helps-freelancers-with-llama/ Open Source Thu, 31 Jul 2025 00:00:00 +0000 Joining forces with AWS on a new program to help startups build with Llama https://ai.meta.com/blog/aws-program-startups-build-with-llama/ We're joining forces with Amazon Web Services to announce a new program that will provide resources and support to 30 promising startups in the U.S. that are building with Llama. https://ai.meta.com/blog/aws-program-startups-build-with-llama/ Open Source Mon, 21 Jul 2025 00:00:00 +0000 Modeling natural conversational dynamics with Seamless Interaction https://ai.meta.com/blog/seamless-interaction-natural-conversational-dynamics/ https://ai.meta.com/blog/seamless-interaction-natural-conversational-dynamics/ Open Source Fri, 27 Jun 2025 00:00:00 +0000 How Llama helps drive engineering efficiency at a major Australian bank https://ai.meta.com/blog/llama-helps-efficiency-anz-bank/ ANZ, one of Australia's Big Four banks, is driving engineering efficiency with Llama. https://ai.meta.com/blog/llama-helps-efficiency-anz-bank/ Open Source Wed, 18 Jun 2025 00:00:00 +0000 Announcing the inaugural Llama Startup Program cohort https://ai.meta.com/blog/llama-startup-program-first-cohort/ At Meta, we believe in the potential of early-stage startups to drive innovation in the generative AI market, and through the Llama Startup Program, we aim to lower the barrier to entry for getting started with Llama models. https://ai.meta.com/blog/llama-startup-program-first-cohort/ Large Language Model Tue, 17 Jun 2025 00:00:00 +0000 Introducing the V-JEPA 2 world model and new benchmarks for physical reasoning https://ai.meta.com/blog/v-jepa-2-world-model-benchmarks/ We’re excited to share V-JEPA 2, the first world model trained on video that enables state-of-the-art understanding and prediction, as well as zero-shot planning and robot control in new environments. https://ai.meta.com/blog/v-jepa-2-world-model-benchmarks/ Open Source Wed, 11 Jun 2025 00:00:00 +0000 Inside Aria Gen 2: Explore the cutting-edge tech behind the device https://ai.meta.com/blog/aria-gen-2-research-glasses-under-the-hood-reality-labs/ Today, we’re excited to share more about the technology inside Aria Gen 2. This includes an in-depth overview of the form factor, audio capabilities, battery life, upgraded cameras and sensors, on-device compute, and more. https://ai.meta.com/blog/aria-gen-2-research-glasses-under-the-hood-reality-labs/ Computer Vision Wed, 04 Jun 2025 00:00:00 +0000 Introducing the Llama Startup Program https://ai.meta.com/blog/llama-startup-program/ We’re excited to announce the Llama Startup Program, a new initiative to empower early stage startups to innovate and build generative AI applications with Llama. https://ai.meta.com/blog/llama-startup-program/ Open Source Wed, 21 May 2025 00:00:00 +0000 Sharing new breakthroughs and artifacts supporting molecular property prediction, language processing, and neuroscience https://ai.meta.com/blog/meta-fair-science-new-open-source-releases/ Meta FAIR is sharing new research artifacts that highlight our commitment to advanced machine intelligence (AMI) through focused scientific and academic progress. https://ai.meta.com/blog/meta-fair-science-new-open-source-releases/ Open Source Wed, 14 May 2025 00:00:00 +0000 Meet the winners of our first-ever LlamaCon Hackathon https://ai.meta.com/blog/llamacon-hackathon/ The challenge was to create a demonstrable project using the Llama API, Llama 4 Scout, or Llama 4 Maverick—or any combination of these cutting-edge tools—within just 24 hours. https://ai.meta.com/blog/llamacon-hackathon/ Open Source Tue, 13 May 2025 00:00:00 +0000 How Meta Segment Anything Model enables Cutouts in the Instagram Edits app https://ai.meta.com/blog/instagram-edits-cutouts-segment-anything/ People can use Cutouts to edit across several layers of video, applying filters to specific parts of videos and easily place elements like text and stickers behind objects. https://ai.meta.com/blog/instagram-edits-cutouts-segment-anything/ Open Source Thu, 01 May 2025 00:00:00 +0000 How Common Sense Machines uses Meta Segment Anything Model and AI to generate production-ready 3D assets https://ai.meta.com/blog/segment-anything-common-sense-machines-3d-assets/ Common Sense Machines uses Meta Segment Anything Model 2 to analyze 2D images and video and translate their components to 3D. https://ai.meta.com/blog/segment-anything-common-sense-machines-3d-assets/ Open Source Thu, 01 May 2025 00:00:00 +0000 Everything we announced at our first-ever LlamaCon https://ai.meta.com/blog/llamacon-llama-news/ Here’s a look at what we announced at LlamaCon and how you can get started with our newest releases. https://ai.meta.com/blog/llamacon-llama-news/ Open Source Tue, 29 Apr 2025 00:00:00 +0000 Sharing new open source protection tools and advancements in AI privacy and security https://ai.meta.com/blog/ai-defenders-program-llama-protection-tools/ Today, we’re releasing new Llama protection tools for the open source AI community. https://ai.meta.com/blog/ai-defenders-program-llama-protection-tools/ Open Source Tue, 29 Apr 2025 00:00:00 +0000 How Litmos is using Llama to make corporate learning more intuitive https://ai.meta.com/blog/litmos-llama-intuitive-corporate-learning/ With Llama 3.1 8B, Litmos created an AI-powered assistant that enables natural language search, making the LMS more intuitive and user-friendly. https://ai.meta.com/blog/litmos-llama-intuitive-corporate-learning/ Open Source Wed, 23 Apr 2025 00:00:00 +0000 Advancing AI systems through progress in perception, localization, and reasoning https://ai.meta.com/blog/meta-fair-updates-perception-localization-reasoning/ Meta FAIR is releasing several new research artifacts that advance our understanding of perception and support our goal of achieving advanced machine intelligence (AMI). https://ai.meta.com/blog/meta-fair-updates-perception-localization-reasoning/ Open Source Thu, 17 Apr 2025 00:00:00 +0000 The Llama 4 herd: The beginning of a new era of natively multimodal AI innovation https://ai.meta.com/blog/llama-4-multimodal-intelligence/ We’re introducing Llama 4 Scout and Llama 4 Maverick, the first open-weight natively multimodal models with unprecedented context support and our first built using a mixture-of-experts (MoE) architecture. https://ai.meta.com/blog/llama-4-multimodal-intelligence/ Large Language Model Sat, 05 Apr 2025 00:00:00 +0000 How Tavus is helping to make AI videos feel like real conversations https://ai.meta.com/blog/tavus-real-feeling-ai-videos-llama/ Tavus, an AI video research company, leverages advanced AI models to create human-like digital interactions that feel as authentic as real human conversations. https://ai.meta.com/blog/tavus-real-feeling-ai-videos-llama/ Open Source Wed, 02 Apr 2025 00:00:00 +0000 How Cornerstone is transforming XR training to build essential skills for the modern workforce https://ai.meta.com/blog/cornerstone-transforming-training-llama/ Cornerstone is transforming how employees learn. Using Llama, they’re taking that experience to the next level through extended reality training scenarios. https://ai.meta.com/blog/cornerstone-transforming-training-llama/ Open Source Wed, 26 Mar 2025 00:00:00 +0000 Meta at SXSW: How Llama and open source AI is leveling the playing field and enabling innovation https://ai.meta.com/blog/sxsw-meta-llama-open-source-innovation/ At SXSW, Meta and Llama developers showcased the impact of open source AI, and participated in policy discussions and hands-on demos. https://ai.meta.com/blog/sxsw-meta-llama-open-source-innovation/ Open Source Tue, 18 Mar 2025 00:00:00 +0000 Our open source Llama models are helping to spur economic growth in the US https://ai.meta.com/blog/built-with-llama-writesea-fynopsis-srimoyee-mukhopadhyay-united-states-economy/ We’ve shared how Llama’s impact has already been felt by businesses and entrepreneurs. And today, we’re looking at how Llama is helping to spur economic growth in the US. https://ai.meta.com/blog/built-with-llama-writesea-fynopsis-srimoyee-mukhopadhyay-united-states-economy/ Open Source Tue, 18 Mar 2025 00:00:00 +0000 How Smartly is improving customer service and automating technical support with generative AI https://ai.meta.com/blog/smartly-improving-customer-service-llama/ Smartly, a digital advertising platform, harnesses the power of AI to scale ads across channels. https://ai.meta.com/blog/smartly-improving-customer-service-llama/ Open Source Wed, 12 Mar 2025 00:00:00 +0000 Building foundation models for understanding human pathology using DINOv2 https://ai.meta.com/blog/mahmood-lab-human-pathology-dinov2/ When Dr. Faisal Mahmood set up his laboratory at the intersection of pathology and machine learning. The team credits open source models, including Meta’s DINO, with helping them do their work. https://ai.meta.com/blog/mahmood-lab-human-pathology-dinov2/ Thu, 06 Mar 2025 00:00:00 +0000 How Sofya is taking clinical reasoning to the next level with Llama https://ai.meta.com/blog/sofya-clinical-reasoning-with-llama/ Sofya turned to Llama with the goal of fostering the development of healthcare solutions in Brazil and Latin America. https://ai.meta.com/blog/sofya-clinical-reasoning-with-llama/ Wed, 05 Mar 2025 00:00:00 +0000 How Sevilla FC is discovering future soccer stars with Llama https://ai.meta.com/blog/sevilla-fc-scout-advisor-llama-ibm-watsonx/ Sevilla FC’s data department partnered with IBM to create Scout Advisor, a generative AI-driven scouting tool designed and deployed on watsonx, with Llama 3.1 70B Instruct. https://ai.meta.com/blog/sevilla-fc-scout-advisor-llama-ibm-watsonx/ Open Source Fri, 28 Feb 2025 00:00:00 +0000 How Orakl Oncology is using DINOv2 to accelerate cancer treatment discovery https://ai.meta.com/blog/orakl-oncology-dinov2-accelerating-cancer-treatment/ Orakl Oncology aims to accelerate cancer research and drug development by combining experimental, lab-based insights and machine learning. https://ai.meta.com/blog/orakl-oncology-dinov2-accelerating-cancer-treatment/ Thu, 20 Feb 2025 00:00:00 +0000 EgoMimic: Georgia Tech PhD student uses Project Aria Research Glasses to help train humanoid robots https://ai.meta.com/blog/egomimic-project-aria-georgia-tech-ego4d-robotics-embodied-ai/ Today, we’re highlighting new research from Georgia Tech that helps train robots to perform basic everyday tasks using egocentric recordings from wearers of Meta’s Project Aria research glasses. https://ai.meta.com/blog/egomimic-project-aria-georgia-tech-ego4d-robotics-embodied-ai/ Open Source Wed, 19 Feb 2025 00:00:00 +0000 Dramatically accelerating patient-matching in clinical trials with open source https://ai.meta.com/blog/mendel-ai-accelerating-clinical-trials-with-llama/ Mendel AI’s flagship product, Mendel Hypercube, tackles clinical tasks. With Llama, Hypercube can also be used for trial matching and putting together patient groups. https://ai.meta.com/blog/mendel-ai-accelerating-clinical-trials-with-llama/ Wed, 19 Feb 2025 00:00:00 +0000 AI Artifacts: An interview with Ruben Fro and Benjamin Bardou https://ai.meta.com/blog/ai-action-summit-2025-ruben-fro-benjamin-bardou-mehdi-mejri/ In honor of this year’s AI Action Summit, we partnered with the Bibliothèque Nationale de France (BnF), Fisheye Immersive, Convergence, and Institut Montaigne to commission two open source AI-generated art installations by innovative artists, Ruben Fro and Benjamin Bardou. https://ai.meta.com/blog/ai-action-summit-2025-ruben-fro-benjamin-bardou-mehdi-mejri/ Open Source Wed, 12 Feb 2025 00:00:00 +0000 Update: Expanding access to Meta Segment Anything 2.1 on Amazon SageMaker JumpStart https://ai.meta.com/blog/segment-anything-2/ Starting today, SAM 2.1 is available in Amazon SageMaker JumpStart, making it easier than ever to deploy SAM 2.1 and integrate it into new applications and workflows. https://ai.meta.com/blog/segment-anything-2/ Open Source Wed, 12 Feb 2025 00:00:00 +0000 Reimagining K-12 Education: How Blended Labs is raising the bar with AI-driven schools https://ai.meta.com/blog/blended-labs-ai-driven-schools-with-llama/ Blended, an educational technology and AI company based in Germany, is using Llama 3.1 as the foundation of its flagship product, Blended OS, an AI-native school operating system. https://ai.meta.com/blog/blended-labs-ai-driven-schools-with-llama/ Wed, 12 Feb 2025 00:00:00 +0000 Using AI to decode language from the brain and advance our understanding of human communication https://ai.meta.com/blog/brain-ai-research-human-communication/ Today, in collaboration with the Basque Center on Cognition, Brain and Language, we’re excited to share two breakthroughs that show how AI can help advance our understanding of human intelligence, leading us closer to AMI. https://ai.meta.com/blog/brain-ai-research-human-communication/ Research Fri, 07 Feb 2025 00:00:00 +0000 Advancing machine intelligence through human-centered research https://ai.meta.com/blog/machine-intelligence-research-new-models/ Meta FAIR is sharing some of our most recent research and models that support our goal of achieving AMI, and our long-held commitment to sharing open and reproducible science. https://ai.meta.com/blog/machine-intelligence-research-new-models/ Fri, 07 Feb 2025 00:00:00 +0000 Enlisting Llama in India’s first open source audio language model https://ai.meta.com/blog/sarvam-india-audio-language-model-llama/ Sarvam used Llama to develop enterprise voice AI agents with improved reasoning capabilities that are proficient in 10 Indian languages. https://ai.meta.com/blog/sarvam-india-audio-language-model-llama/ Wed, 05 Feb 2025 00:00:00 +0000 How Altana employs Llama to elevate global value chain management https://ai.meta.com/blog/altana-value-chain-management-llama/ Altana uses AI to help businesses and governments manage their global supply chains, providing insight into extended supplier and distribution networks. https://ai.meta.com/blog/altana-value-chain-management-llama/ Open Source Thu, 30 Jan 2025 00:00:00 +0000 How BrightHeart uses Meta’s DINOv2 to transform fetal heart screenings https://ai.meta.com/blog/brightheart-transforms-fetal-heart-screenings-dinov2/ BrightHeart has created an AI-powered medical software with the support of Meta’s DINOv2 model to help clinicians identify or rule out signs suggestive of congenital heart defects. https://ai.meta.com/blog/brightheart-transforms-fetal-heart-screenings-dinov2/ Open Source Thu, 23 Jan 2025 00:00:00 +0000 Scaling an AI coding assistant built with Llama to hundreds of thousands of users https://ai.meta.com/blog/codeium-ai-coding-assistant-llama/ Codeium’s AI-enabled coding assistant leverages Llama for its free and premiere offerings. https://ai.meta.com/blog/codeium-ai-coding-assistant-llama/ Wed, 22 Jan 2025 00:00:00 +0000 How digital artist Josephine Miller uses Meta Segment Anything to help design the future of fashion https://ai.meta.com/blog/josephine-miller-designer-meta-segment-anything-2/ Josephine, a London-based XR creative designer and content creator, takes us behind the scenes of how she uses open source technology in her work. https://ai.meta.com/blog/josephine-miller-designer-meta-segment-anything-2/ Open Source Thu, 16 Jan 2025 00:00:00 +0000 How Llama is helping Saama deliver new possibilities in personalized medicine and data-driven care https://ai.meta.com/blog/saama-data-driven-care-built-with-llama/ OpenBioLLM, a series of fine-tuned Llama models from life sciences company Saama, streamlines tasks that can accelerate clinical trials and potentially create new possibilities in personalized medicine. https://ai.meta.com/blog/saama-data-driven-care-built-with-llama/ Tue, 14 Jan 2025 00:00:00 +0000 How Virgo is using DINOv2 to analyze endoscopy videos for precision medicine https://ai.meta.com/blog/virgo-dino-endoscopy-video/ Virgo, a company based in San Diego, California, believes endoscopy video and AI are a powerful combination that could lead to improved patient outcomes. https://ai.meta.com/blog/virgo-dino-endoscopy-video/ Open Source Thu, 09 Jan 2025 00:00:00 +0000 How TU Dresden is advancing precision oncology and transforming healthcare AI https://ai.meta.com/blog/dresden-advancing-precision-oncology-built-with-llama/ TUD Dresden University of Technology’s Clinical AI research group is transforming cancer care through computational innovation, focusing on precision oncology. https://ai.meta.com/blog/dresden-advancing-precision-oncology-built-with-llama/ Wed, 08 Jan 2025 00:00:00 +0000 Introducing Nymeria, a dataset for improving human motion prediction for AR and VR devices https://ai.meta.com/blog/nymeria-dataset-reality-labs-research-egocentric-human-motion-understanding/ The Nymeria dataset provides egocentric human motion in the wild at an unprecedented scale, capturing a broad spectrum of people engaging in everyday activities across varied locations. https://ai.meta.com/blog/nymeria-dataset-reality-labs-research-egocentric-human-motion-understanding/ Open Source Fri, 20 Dec 2024 00:00:00 +0000 Finding the perfect book to read next with a Llama-based assistant https://ai.meta.com/blog/scribd-everand-llama/ Scribd, Inc.’s Everand reading service is home to a global library of millions of ebooks, audiobooks and more. https://ai.meta.com/blog/scribd-everand-llama/ Open Source Fri, 20 Dec 2024 00:00:00 +0000 The future of AI: Built with Llama https://ai.meta.com/blog/future-of-ai-built-with-llama/ As we close out 2024, Meta is leading the industry forward in AI product and technology experiences and setting a new standard for how the industry builds and advances AI. https://ai.meta.com/blog/future-of-ai-built-with-llama/ Large Language Model Thu, 19 Dec 2024 00:00:00 +0000 How Spotify is using Llama to create personalized recommendations and enhance content discovery https://ai.meta.com/blog/spotify-personalized-recommendations-built-with-llama/ Spotify uses Llama to deliver contextualized recommendations to boost artist discovery and create an even richer user experience. https://ai.meta.com/blog/spotify-personalized-recommendations-built-with-llama/ Wed, 18 Dec 2024 00:00:00 +0000 Sharing new research, models, and datasets from Meta FAIR https://ai.meta.com/blog/meta-fair-updates-agents-robustness-safety-architecture/ Meta FAIR is releasing new research artifacts that highlight our recent innovations in developing agents, robustness and safety, and architectures that facilitate machine learning. https://ai.meta.com/blog/meta-fair-updates-agents-robustness-safety-architecture/ Open Source Thu, 12 Dec 2024 00:00:00 +0000 How Inarix is using DINOv2 to revolutionize the agricultural supply chain https://ai.meta.com/blog/inarix-agricultural-supply-chain-meta-dino-v2/ Inarix is transforming the agricultural industry by turning smartphones into pocket laboratories using Meta FAIR’s DinoV2. https://ai.meta.com/blog/inarix-agricultural-supply-chain-meta-dino-v2/ Fri, 06 Dec 2024 00:00:00 +0000 Advancing Neuromotor Interfaces by Open Sourcing Surface Electromyography (sEMG) Datasets for Pose Estimation and Surface Typing https://ai.meta.com/blog/open-sourcing-surface-electromyography-datasets-neurips-2024/ We’re releasing emg2qwerty and emg2pose—two large datasets and benchmarks for sEMG-based typing and pose estimation, as part of the NeurIPS 2024 Datasets and Benchmarks track. https://ai.meta.com/blog/open-sourcing-surface-electromyography-datasets-neurips-2024/ Open Source Thu, 05 Dec 2024 00:00:00 +0000 Scaling semiconductor expertise with Llama-powered Domain-Expert Agents https://ai.meta.com/blog/aitomatic-built-with-llama/ Aitomatic enables semiconductor companies to build Domain-Expert Agents to capture and scale their deep domain expertise using Llama-based foundation models. https://ai.meta.com/blog/aitomatic-built-with-llama/ Wed, 04 Dec 2024 00:00:00 +0000 Extending healthcare access to underserved communities with AI https://ai.meta.com/blog/bimedix-built-with-llama/ The team behind BiMediX2, an Arabic-English medical large multimodal model, aims to expand healthcare access in Africa and the Middle East. https://ai.meta.com/blog/bimedix-built-with-llama/ Mon, 02 Dec 2024 00:00:00 +0000 Introducing SPDL: Faster AI model training with thread-based data loading https://ai.meta.com/blog/spdl-faster-ai-model-training-with-thread-based-data-loading-reality-labs/ SPDL is a framework-agnostic data loading solution that uses multi-threading, which achieves high-throughput in a regular Python interpreter (built without free-threading option enabled). https://ai.meta.com/blog/spdl-faster-ai-model-training-with-thread-based-data-loading-reality-labs/ Model Training Fri, 22 Nov 2024 00:00:00 +0000 Building a chatbot based on Llama to engage an intergovernmental organization’s stakeholders https://ai.meta.com/blog/accenture-built-with-llama/ Accenture turned to Llama for a leading global intergovernmental body’s first large-scale, public-facing generative AI application. https://ai.meta.com/blog/accenture-built-with-llama/ Large Language Model Wed, 20 Nov 2024 00:00:00 +0000 Open Catalyst experiments 2024 https://ai.meta.com/blog/open-catalyst-simulations-experiments/ Meta FAIR is releasing a large-scale dataset of experimental results on various materials, providing valuable insights for the development of new catalysts. https://ai.meta.com/blog/open-catalyst-simulations-experiments/ Tue, 19 Nov 2024 00:00:00 +0000 IBM and Llama: Working to enable AI builder creativity globally https://ai.meta.com/blog/ibm-watsonx-ai-llama/ IBM and Meta are implementing the combined power of IBM’s watsonx AI and data platform and Llama to help businesses reach their AI goals. https://ai.meta.com/blog/ibm-watsonx-ai-llama/ Open Source Wed, 13 Nov 2024 00:00:00 +0000 Highlights from the first-ever Llama hackathon in India https://ai.meta.com/blog/llama-hackathon-india/ Teams embarked on a 30-hour journey to create AI solutions tackling real-world challenges, leveraging Meta’s Llama 3 models and WhatsApp APIs. https://ai.meta.com/blog/llama-hackathon-india/ Large Language Model Fri, 08 Nov 2024 00:00:00 +0000 Advancing embodied AI through progress in touch perception, dexterity, and human-robot interaction https://ai.meta.com/blog/fair-robotics-open-source/ Meta FAIR is publicly releasing several new research artifacts that advance robotics and support our goal of reaching advanced machine intelligence (AMI). https://ai.meta.com/blog/fair-robotics-open-source/ Open Source Thu, 31 Oct 2024 00:00:00 +0000 Roboflow estimates a 74-year time savings across its community from using Meta’s Segment Anything https://ai.meta.com/blog/segment-anything-roboflow-image-segmentation/ As a company with a mission to help make the world more programmable, Roboflow uses SAM to help build systems that enable their customers to have visual understanding for just about anything. https://ai.meta.com/blog/segment-anything-roboflow-image-segmentation/ Open Source Thu, 24 Oct 2024 00:00:00 +0000 Introducing quantized Llama models with increased speed and a reduced memory footprint https://ai.meta.com/blog/meta-llama-quantized-lightweight-models/ As our first quantized models in this Llama category, these instruction-tuned models retain the quality and safety of the original 1B and 3B models, while achieving 2-4x speedup. https://ai.meta.com/blog/meta-llama-quantized-lightweight-models/ Large Language Model Thu, 24 Oct 2024 00:00:00 +0000 How an online gifting site is using Llama to help protect customer privacy https://ai.meta.com/blog/untukmu-built-with-llama/ Untukmu.AI, a platform that offers personalized gift recommendations, designed a semi-decentralized personal assistant that ensures the company won’t have access to customer data. https://ai.meta.com/blog/untukmu-built-with-llama/ Tue, 22 Oct 2024 00:00:00 +0000 Sharing new research, models, and datasets from Meta FAIR https://ai.meta.com/blog/fair-news-segment-anything-2-1-meta-spirit-lm-layer-skip-salsa-lingua/ Today, Meta FAIR is releasing several new research artifacts in support of our goal of achieving advanced machine intelligence (AMI) while also supporting open science and reproducibility. https://ai.meta.com/blog/fair-news-segment-anything-2-1-meta-spirit-lm-layer-skip-salsa-lingua/ Open Source Fri, 18 Oct 2024 00:00:00 +0000 Partnering with Blumhouse, creators, and the entertainment industry as we develop Meta Movie Gen https://ai.meta.com/blog/movie-gen-video-sound-generation-blumhouse/ We’re sharing initial results from our work with award-winning production company Blumhouse and select creators—part of a pilot program focused on creative industry feedback. https://ai.meta.com/blog/movie-gen-video-sound-generation-blumhouse/ Research Thu, 17 Oct 2024 00:00:00 +0000 How Llama helped CodeGPT become one of the top AI-powered coding assistants https://ai.meta.com/blog/codegpt-built-with-llama/ CodeGPT integrates large language models like Llama to make developers and CTOs more productive. https://ai.meta.com/blog/codegpt-built-with-llama/ Open Source Wed, 16 Oct 2024 00:00:00 +0000 How Neuromnia is transforming ABA therapy with Llama 3.1 https://ai.meta.com/blog/neuromnia-autism-aba-therapy-built-with-llama/ Harnessing Llama 3.1, Neuromnia recently developed Nia, a human-centric AI co-pilot for Applied Behavior Analysis therapy. https://ai.meta.com/blog/neuromnia-autism-aba-therapy-built-with-llama/ Open Source Wed, 09 Oct 2024 00:00:00 +0000 How Meta Movie Gen could usher in a new AI-enabled era for content creators https://ai.meta.com/blog/movie-gen-media-foundation-models-generative-ai-video/ Today, we’re excited to premiere Meta Movie Gen, our breakthrough generative AI research for media, which includes modalities like image, video, and audio. https://ai.meta.com/blog/movie-gen-media-foundation-models-generative-ai-video/ Research Fri, 04 Oct 2024 00:00:00 +0000 Making data science more accessible to enterprises with Llama https://ai.meta.com/blog/meta-learner-llama-data-science/ By leveraging Llama 3.1, MetaLearner enables enterprises to tap into powerful AI capabilities without the need for specialized expertise, making advanced analytics accessible to non-technical users. https://ai.meta.com/blog/meta-learner-llama-data-science/ Open Source Wed, 02 Oct 2024 00:00:00 +0000 Introducing the Digital Twin Catalog from Reality Labs Research https://ai.meta.com/blog/digital-twin-catalog-3d-reconstruction-shopify-reality-labs-research/ Reality Labs Research is releasing the Digital Twin Catalog (DTC), which we believe is the world’s largest and highest quality 3D object model dataset for 3D reconstruction research. https://ai.meta.com/blog/digital-twin-catalog-3d-reconstruction-shopify-reality-labs-research/ Open Source Mon, 30 Sep 2024 00:00:00 +0000 Connect 2024: The responsible approach we’re taking to generative AI https://ai.meta.com/blog/responsible-ai-connect-2024/ With the rapidly evolving AI landscape, we recognize the importance of sharing our responsibility and safety approach with everyone. https://ai.meta.com/blog/responsible-ai-connect-2024/ Responsible AI Wed, 25 Sep 2024 00:00:00 +0000 Introducing Muse Spark: Scaling Towards Personal Superintelligence https://ai.meta.com/blog/introducing-muse-spark-msl/ Introducing Muse Spark: Scaling Towards Personal Superintelligence https://ai.meta.com/blog/introducing-muse-spark-msl/ Mon, 09 Oct 2023 00:00:00 +0000