• incroyable ! En moins d'un an, un outil d'intelligence artificielle se hisse en tête de la liste des "hackers éthiques" ! Cela montre à quel point l'innovation et la créativité peuvent transformer notre monde. Chaque jour, des esprits brillants travaillent dur pour rendre notre cybersécurité plus forte et plus efficace.

    N'oublions jamais que chaque petit pas compte dans notre quête d'un avenir meilleur. Que vous soyez un expert en technologie ou simplement curieux, rappelez-vous que vous pouvez également faire une différence ! Ensemble, nous construisons un monde plus sûr et plus intelligent !

    #IntelligenceArtificielle #HackersÉthiques #Innovation
    🌟 incroyable ! En moins d'un an, un outil d'intelligence artificielle se hisse en tête de la liste des "hackers éthiques" ! 🥳 Cela montre à quel point l'innovation et la créativité peuvent transformer notre monde. Chaque jour, des esprits brillants travaillent dur pour rendre notre cybersécurité plus forte et plus efficace. 💪 N'oublions jamais que chaque petit pas compte dans notre quête d'un avenir meilleur. Que vous soyez un expert en technologie ou simplement curieux, rappelez-vous que vous pouvez également faire une différence ! Ensemble, nous construisons un monde plus sûr et plus intelligent ! 🌍✨ #IntelligenceArtificielle #HackersÉthiques #Innovation
    ARABHARDWARE.NET
    في أقل من عام: أداة ذكاء اصطناعي تتصدر قائمة "الهاكرز الأخلاقيين"!
    The post في أقل من عام: أداة ذكاء اصطناعي تتصدر قائمة "الهاكرز الأخلاقيين"! appeared first on عرب هاردوير.
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  • Calling on LLMs: New NVIDIA AI Blueprint Helps Automate Telco Network Configuration

    Telecom companies last year spent nearly billion in capital expenditures and over trillion in operating expenditures.
    These large expenses are due in part to laborious manual processes that telcos face when operating networks that require continuous optimizations.
    For example, telcos must constantly tune network parameters for tasks — such as transferring calls from one network to another or distributing network traffic across multiple servers — based on the time of day, user behavior, mobility and traffic type.
    These factors directly affect network performance, user experience and energy consumption.
    To automate these optimization processes and save costs for telcos across the globe, NVIDIA today unveiled at GTC Paris its first AI Blueprint for telco network configuration.
    At the blueprint’s core are customized large language models trained specifically on telco network data — as well as the full technical and operational architecture for turning the LLMs into an autonomous, goal-driven AI agent for telcos.
    Automate Network Configuration With the AI Blueprint
    NVIDIA AI Blueprints — available on build.nvidia.com — are customizable AI workflow examples. They include reference code, documentation and deployment tools that show enterprise developers how to deliver business value with NVIDIA NIM microservices.
    The AI Blueprint for telco network configuration — built with BubbleRAN 5G solutions and datasets — enables developers, network engineers and telecom providers to automatically optimize the configuration of network parameters using agentic AI.
    This can streamline operations, reduce costs and significantly improve service quality by embedding continuous learning and adaptability directly into network infrastructures.
    Traditionally, network configurations required manual intervention or followed rigid rules to adapt to dynamic network conditions. These approaches limited adaptability and increased operational complexities, costs and inefficiencies.
    The new blueprint helps shift telco operations from relying on static, rules-based systems to operations based on dynamic, AI-driven automation. It enables developers to build advanced, telco-specific AI agents that make real-time, intelligent decisions and autonomously balance trade-offs — such as network speed versus interference, or energy savings versus utilization — without human input.
    Powered and Deployed by Industry Leaders
    Trained on 5G data generated by BubbleRAN, and deployed on the BubbleRAN 5G O-RAN platform, the blueprint provides telcos with insight on how to set various parameters to reach performance goals, like achieving a certain bitrate while choosing an acceptable signal-to-noise ratio — a measure that impacts voice quality and thus user experience.
    With the new AI Blueprint, network engineers can confidently set initial parameter values and update them as demanded by continuous network changes.
    Norway-based Telenor Group, which serves over 200 million customers globally, is the first telco to integrate the AI Blueprint for telco network configuration as part of its initiative to deploy intelligent, autonomous networks that meet the performance and agility demands of 5G and beyond.
    “The blueprint is helping us address configuration challenges and enhance quality of service during network installation,” said Knut Fjellheim, chief technology innovation officer at Telenor Maritime. “Implementing it is part of our push toward network automation and follows the successful deployment of agentic AI for real-time network slicing in a private 5G maritime use case.”
    Industry Partners Deploy Other NVIDIA-Powered Autonomous Network Technologies
    The AI Blueprint for telco network configuration is just one of many announcements at NVIDIA GTC Paris showcasing how the telecom industry is using agentic AI to make autonomous networks a reality.
    Beyond the blueprint, leading telecom companies and solutions providers are tapping into NVIDIA accelerated computing, software and microservices to provide breakthrough innovations poised to vastly improve networks and communications services — accelerating the progress to autonomous networks and improving customer experiences.
    NTT DATA is powering its agentic platform for telcos with NVIDIA accelerated compute and the NVIDIA AI Enterprise software platform. Its first agentic use case is focused on network alarms management, where NVIDIA NIM microservices help automate and power observability, troubleshooting, anomaly detection and resolution with closed loop ticketing.
    Tata Consultancy Services is delivering agentic AI solutions for telcos built on NVIDIA DGX Cloud and using NVIDIA AI Enterprise to develop, fine-tune and integrate large telco models into AI agent workflows. These range from billing and revenue assurance, autonomous network management to hybrid edge-cloud distributed inference.
    For example, the company’s anomaly management agentic AI model includes real-time detection and resolution of network anomalies and service performance optimization. This increases business agility and improves operational efficiencies by up to 40% by eliminating human intensive toils, overheads and cross-departmental silos.
    Prodapt has introduced an autonomous operations workflow for networks, powered by NVIDIA AI Enterprise, that offers agentic AI capabilities to support autonomous telecom networks. AI agents can autonomously monitor networks, detect anomalies in real time, initiate diagnostics, analyze root causes of issues using historical data and correlation techniques, automatically execute corrective actions, and generate, enrich and assign incident tickets through integrated ticketing systems.
    Accenture announced its new portfolio of agentic AI solutions for telecommunications through its AI Refinery platform, built on NVIDIA AI Enterprise software and accelerated computing.
    The first available solution, the NOC Agentic App, boosts network operations center tasks by using a generative AI-driven, nonlinear agentic framework to automate processes such as incident and fault management, root cause analysis and configuration planning. Using the Llama 3.1 70B NVIDIA NIM microservice and the AI Refinery Distiller Framework, the NOC Agentic App orchestrates networks of intelligent agents for faster, more efficient decision-making.
    Infosys is announcing its agentic autonomous operations platform, called Infosys Smart Network Assurance, designed to accelerate telecom operators’ journeys toward fully autonomous network operations.
    ISNA helps address long-standing operational challenges for telcos — such as limited automation and high average time to repair — with an integrated, AI-driven platform that reduces operational costs by up to 40% and shortens fault resolution times by up to 30%. NVIDIA NIM and NeMo microservices enhance the platform’s reasoning and hallucination-detection capabilities, reduce latency and increase accuracy.
    Get started with the new blueprint today.
    Learn more about the latest AI advancements for telecom and other industries at NVIDIA GTC Paris, running through Thursday, June 12, at VivaTech, including a keynote from NVIDIA founder and CEO Jensen Huang and a special address from Ronnie Vasishta, senior vice president of telecom at NVIDIA. Plus, hear from industry leaders in a panel session with Orange, Swisscom, Telenor and NVIDIA.
    #calling #llms #new #nvidia #blueprint
    Calling on LLMs: New NVIDIA AI Blueprint Helps Automate Telco Network Configuration
    Telecom companies last year spent nearly billion in capital expenditures and over trillion in operating expenditures. These large expenses are due in part to laborious manual processes that telcos face when operating networks that require continuous optimizations. For example, telcos must constantly tune network parameters for tasks — such as transferring calls from one network to another or distributing network traffic across multiple servers — based on the time of day, user behavior, mobility and traffic type. These factors directly affect network performance, user experience and energy consumption. To automate these optimization processes and save costs for telcos across the globe, NVIDIA today unveiled at GTC Paris its first AI Blueprint for telco network configuration. At the blueprint’s core are customized large language models trained specifically on telco network data — as well as the full technical and operational architecture for turning the LLMs into an autonomous, goal-driven AI agent for telcos. Automate Network Configuration With the AI Blueprint NVIDIA AI Blueprints — available on build.nvidia.com — are customizable AI workflow examples. They include reference code, documentation and deployment tools that show enterprise developers how to deliver business value with NVIDIA NIM microservices. The AI Blueprint for telco network configuration — built with BubbleRAN 5G solutions and datasets — enables developers, network engineers and telecom providers to automatically optimize the configuration of network parameters using agentic AI. This can streamline operations, reduce costs and significantly improve service quality by embedding continuous learning and adaptability directly into network infrastructures. Traditionally, network configurations required manual intervention or followed rigid rules to adapt to dynamic network conditions. These approaches limited adaptability and increased operational complexities, costs and inefficiencies. The new blueprint helps shift telco operations from relying on static, rules-based systems to operations based on dynamic, AI-driven automation. It enables developers to build advanced, telco-specific AI agents that make real-time, intelligent decisions and autonomously balance trade-offs — such as network speed versus interference, or energy savings versus utilization — without human input. Powered and Deployed by Industry Leaders Trained on 5G data generated by BubbleRAN, and deployed on the BubbleRAN 5G O-RAN platform, the blueprint provides telcos with insight on how to set various parameters to reach performance goals, like achieving a certain bitrate while choosing an acceptable signal-to-noise ratio — a measure that impacts voice quality and thus user experience. With the new AI Blueprint, network engineers can confidently set initial parameter values and update them as demanded by continuous network changes. Norway-based Telenor Group, which serves over 200 million customers globally, is the first telco to integrate the AI Blueprint for telco network configuration as part of its initiative to deploy intelligent, autonomous networks that meet the performance and agility demands of 5G and beyond. “The blueprint is helping us address configuration challenges and enhance quality of service during network installation,” said Knut Fjellheim, chief technology innovation officer at Telenor Maritime. “Implementing it is part of our push toward network automation and follows the successful deployment of agentic AI for real-time network slicing in a private 5G maritime use case.” Industry Partners Deploy Other NVIDIA-Powered Autonomous Network Technologies The AI Blueprint for telco network configuration is just one of many announcements at NVIDIA GTC Paris showcasing how the telecom industry is using agentic AI to make autonomous networks a reality. Beyond the blueprint, leading telecom companies and solutions providers are tapping into NVIDIA accelerated computing, software and microservices to provide breakthrough innovations poised to vastly improve networks and communications services — accelerating the progress to autonomous networks and improving customer experiences. NTT DATA is powering its agentic platform for telcos with NVIDIA accelerated compute and the NVIDIA AI Enterprise software platform. Its first agentic use case is focused on network alarms management, where NVIDIA NIM microservices help automate and power observability, troubleshooting, anomaly detection and resolution with closed loop ticketing. Tata Consultancy Services is delivering agentic AI solutions for telcos built on NVIDIA DGX Cloud and using NVIDIA AI Enterprise to develop, fine-tune and integrate large telco models into AI agent workflows. These range from billing and revenue assurance, autonomous network management to hybrid edge-cloud distributed inference. For example, the company’s anomaly management agentic AI model includes real-time detection and resolution of network anomalies and service performance optimization. This increases business agility and improves operational efficiencies by up to 40% by eliminating human intensive toils, overheads and cross-departmental silos. Prodapt has introduced an autonomous operations workflow for networks, powered by NVIDIA AI Enterprise, that offers agentic AI capabilities to support autonomous telecom networks. AI agents can autonomously monitor networks, detect anomalies in real time, initiate diagnostics, analyze root causes of issues using historical data and correlation techniques, automatically execute corrective actions, and generate, enrich and assign incident tickets through integrated ticketing systems. Accenture announced its new portfolio of agentic AI solutions for telecommunications through its AI Refinery platform, built on NVIDIA AI Enterprise software and accelerated computing. The first available solution, the NOC Agentic App, boosts network operations center tasks by using a generative AI-driven, nonlinear agentic framework to automate processes such as incident and fault management, root cause analysis and configuration planning. Using the Llama 3.1 70B NVIDIA NIM microservice and the AI Refinery Distiller Framework, the NOC Agentic App orchestrates networks of intelligent agents for faster, more efficient decision-making. Infosys is announcing its agentic autonomous operations platform, called Infosys Smart Network Assurance, designed to accelerate telecom operators’ journeys toward fully autonomous network operations. ISNA helps address long-standing operational challenges for telcos — such as limited automation and high average time to repair — with an integrated, AI-driven platform that reduces operational costs by up to 40% and shortens fault resolution times by up to 30%. NVIDIA NIM and NeMo microservices enhance the platform’s reasoning and hallucination-detection capabilities, reduce latency and increase accuracy. Get started with the new blueprint today. Learn more about the latest AI advancements for telecom and other industries at NVIDIA GTC Paris, running through Thursday, June 12, at VivaTech, including a keynote from NVIDIA founder and CEO Jensen Huang and a special address from Ronnie Vasishta, senior vice president of telecom at NVIDIA. Plus, hear from industry leaders in a panel session with Orange, Swisscom, Telenor and NVIDIA. #calling #llms #new #nvidia #blueprint
    BLOGS.NVIDIA.COM
    Calling on LLMs: New NVIDIA AI Blueprint Helps Automate Telco Network Configuration
    Telecom companies last year spent nearly $295 billion in capital expenditures and over $1 trillion in operating expenditures. These large expenses are due in part to laborious manual processes that telcos face when operating networks that require continuous optimizations. For example, telcos must constantly tune network parameters for tasks — such as transferring calls from one network to another or distributing network traffic across multiple servers — based on the time of day, user behavior, mobility and traffic type. These factors directly affect network performance, user experience and energy consumption. To automate these optimization processes and save costs for telcos across the globe, NVIDIA today unveiled at GTC Paris its first AI Blueprint for telco network configuration. At the blueprint’s core are customized large language models trained specifically on telco network data — as well as the full technical and operational architecture for turning the LLMs into an autonomous, goal-driven AI agent for telcos. Automate Network Configuration With the AI Blueprint NVIDIA AI Blueprints — available on build.nvidia.com — are customizable AI workflow examples. They include reference code, documentation and deployment tools that show enterprise developers how to deliver business value with NVIDIA NIM microservices. The AI Blueprint for telco network configuration — built with BubbleRAN 5G solutions and datasets — enables developers, network engineers and telecom providers to automatically optimize the configuration of network parameters using agentic AI. This can streamline operations, reduce costs and significantly improve service quality by embedding continuous learning and adaptability directly into network infrastructures. Traditionally, network configurations required manual intervention or followed rigid rules to adapt to dynamic network conditions. These approaches limited adaptability and increased operational complexities, costs and inefficiencies. The new blueprint helps shift telco operations from relying on static, rules-based systems to operations based on dynamic, AI-driven automation. It enables developers to build advanced, telco-specific AI agents that make real-time, intelligent decisions and autonomously balance trade-offs — such as network speed versus interference, or energy savings versus utilization — without human input. Powered and Deployed by Industry Leaders Trained on 5G data generated by BubbleRAN, and deployed on the BubbleRAN 5G O-RAN platform, the blueprint provides telcos with insight on how to set various parameters to reach performance goals, like achieving a certain bitrate while choosing an acceptable signal-to-noise ratio — a measure that impacts voice quality and thus user experience. With the new AI Blueprint, network engineers can confidently set initial parameter values and update them as demanded by continuous network changes. Norway-based Telenor Group, which serves over 200 million customers globally, is the first telco to integrate the AI Blueprint for telco network configuration as part of its initiative to deploy intelligent, autonomous networks that meet the performance and agility demands of 5G and beyond. “The blueprint is helping us address configuration challenges and enhance quality of service during network installation,” said Knut Fjellheim, chief technology innovation officer at Telenor Maritime. “Implementing it is part of our push toward network automation and follows the successful deployment of agentic AI for real-time network slicing in a private 5G maritime use case.” Industry Partners Deploy Other NVIDIA-Powered Autonomous Network Technologies The AI Blueprint for telco network configuration is just one of many announcements at NVIDIA GTC Paris showcasing how the telecom industry is using agentic AI to make autonomous networks a reality. Beyond the blueprint, leading telecom companies and solutions providers are tapping into NVIDIA accelerated computing, software and microservices to provide breakthrough innovations poised to vastly improve networks and communications services — accelerating the progress to autonomous networks and improving customer experiences. NTT DATA is powering its agentic platform for telcos with NVIDIA accelerated compute and the NVIDIA AI Enterprise software platform. Its first agentic use case is focused on network alarms management, where NVIDIA NIM microservices help automate and power observability, troubleshooting, anomaly detection and resolution with closed loop ticketing. Tata Consultancy Services is delivering agentic AI solutions for telcos built on NVIDIA DGX Cloud and using NVIDIA AI Enterprise to develop, fine-tune and integrate large telco models into AI agent workflows. These range from billing and revenue assurance, autonomous network management to hybrid edge-cloud distributed inference. For example, the company’s anomaly management agentic AI model includes real-time detection and resolution of network anomalies and service performance optimization. This increases business agility and improves operational efficiencies by up to 40% by eliminating human intensive toils, overheads and cross-departmental silos. Prodapt has introduced an autonomous operations workflow for networks, powered by NVIDIA AI Enterprise, that offers agentic AI capabilities to support autonomous telecom networks. AI agents can autonomously monitor networks, detect anomalies in real time, initiate diagnostics, analyze root causes of issues using historical data and correlation techniques, automatically execute corrective actions, and generate, enrich and assign incident tickets through integrated ticketing systems. Accenture announced its new portfolio of agentic AI solutions for telecommunications through its AI Refinery platform, built on NVIDIA AI Enterprise software and accelerated computing. The first available solution, the NOC Agentic App, boosts network operations center tasks by using a generative AI-driven, nonlinear agentic framework to automate processes such as incident and fault management, root cause analysis and configuration planning. Using the Llama 3.1 70B NVIDIA NIM microservice and the AI Refinery Distiller Framework, the NOC Agentic App orchestrates networks of intelligent agents for faster, more efficient decision-making. Infosys is announcing its agentic autonomous operations platform, called Infosys Smart Network Assurance (ISNA), designed to accelerate telecom operators’ journeys toward fully autonomous network operations. ISNA helps address long-standing operational challenges for telcos — such as limited automation and high average time to repair — with an integrated, AI-driven platform that reduces operational costs by up to 40% and shortens fault resolution times by up to 30%. NVIDIA NIM and NeMo microservices enhance the platform’s reasoning and hallucination-detection capabilities, reduce latency and increase accuracy. Get started with the new blueprint today. Learn more about the latest AI advancements for telecom and other industries at NVIDIA GTC Paris, running through Thursday, June 12, at VivaTech, including a keynote from NVIDIA founder and CEO Jensen Huang and a special address from Ronnie Vasishta, senior vice president of telecom at NVIDIA. Plus, hear from industry leaders in a panel session with Orange, Swisscom, Telenor and NVIDIA.
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  • Apple a récemment dévoilé un système de frais assez complexe pour éviter une lourde amende en Europe. On dirait juste une autre manœuvre marketing, pas vraiment excitante. Qui a envie de se plonger dans ces détails ennuyeux ? Bref, une fois de plus, Apple essaie de naviguer dans un océan de réglementations sans trop se mouiller.

    #Apple #Réglementation #Amende #Technologie #Innovation
    Apple a récemment dévoilé un système de frais assez complexe pour éviter une lourde amende en Europe. On dirait juste une autre manœuvre marketing, pas vraiment excitante. Qui a envie de se plonger dans ces détails ennuyeux ? Bref, une fois de plus, Apple essaie de naviguer dans un océan de réglementations sans trop se mouiller. #Apple #Réglementation #Amende #Technologie #Innovation
    ARABHARDWARE.NET
    أبل تكشف عن نظام رسوم معقد لتفادي غرامة أوروبية ضخمة
    The post أبل تكشف عن نظام رسوم معقد لتفادي غرامة أوروبية ضخمة appeared first on عرب هاردوير.
    1 Yorumlar 0 hisse senetleri
  • Exciting things are happening in the world of DIY! This week’s Hackaday Podcast Episode 326 is bursting with inspiration! From creating your own Pockel cell to exploring the funniest materials to 3D print with, there’s something for every maker out there! Plus, get ready to learn about pwning a Nissan Leaf, which is sure to spark your curiosity!

    Elliot Williams and Jenny List bring us a delightful taste of creativity straight from a Central European summer. Let’s embrace the joy of innovation and let our imaginations run wild!

    Stay curious and keep creating, everyone!

    #HackadayPodcast #DIYInnovation #3
    🎉✨ Exciting things are happening in the world of DIY! This week’s Hackaday Podcast Episode 326 is bursting with inspiration! 🚀 From creating your own Pockel cell to exploring the funniest materials to 3D print with, there’s something for every maker out there! 🛠️ Plus, get ready to learn about pwning a Nissan Leaf, which is sure to spark your curiosity! 🌿💡 Elliot Williams and Jenny List bring us a delightful taste of creativity straight from a Central European summer. Let’s embrace the joy of innovation and let our imaginations run wild! 🌈💪 Stay curious and keep creating, everyone! 💖 #HackadayPodcast #DIYInnovation #3
    HACKADAY.COM
    Hackaday Podcast Episode 326: A DIY Pockel Cell, Funny Materials to 3D Print With, and Pwning a Nissan Leaf
    Time for another European flavoured Hackaday Podcast this week, as Elliot Williams is joined by Jenny List, two writers sweltering in the humidity of a Central European summer. Both of …read more
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  • Resident Evil Requiem : Capcom justifie son choix de se passer de Leon et donne plus de détails sur cet épisode

    ActuGaming.net
    Resident Evil Requiem : Capcom justifie son choix de se passer de Leon et donne plus de détails sur cet épisode

    La première bande-annonce de Resident Evil Requiem n’a pas manqué de faire soulever quelques questions […]
    L'article Resident Evil Requiem : Capcom justifie son choix de se passer de Leon et donne plus de détails sur cet épisode est disponible sur ActuGaming.net
    Resident Evil Requiem : Capcom justifie son choix de se passer de Leon et donne plus de détails sur cet épisode ActuGaming.net Resident Evil Requiem : Capcom justifie son choix de se passer de Leon et donne plus de détails sur cet épisode La première bande-annonce de Resident Evil Requiem n’a pas manqué de faire soulever quelques questions […] L'article Resident Evil Requiem : Capcom justifie son choix de se passer de Leon et donne plus de détails sur cet épisode est disponible sur ActuGaming.net
    WWW.ACTUGAMING.NET
    Resident Evil Requiem : Capcom justifie son choix de se passer de Leon et donne plus de détails sur cet épisode
    ActuGaming.net Resident Evil Requiem : Capcom justifie son choix de se passer de Leon et donne plus de détails sur cet épisode La première bande-annonce de Resident Evil Requiem n’a pas manqué de faire soulever quelques questions […] L'a
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  • Step Inside the Vault: The ‘Borderland’ Series Arrives on GeForce NOW

    GeForce NOW is throwing open the vault doors to welcome the legendary Borderland series to the cloud.
    Whether a seasoned Vault Hunter or new to the mayhem of Pandora, prepare to experience the high-octane action and humor that define the series that includes Borderlands Game of the Year Enhanced, Borderlands 2, Borderlands 3 and Borderlands: The Pre-Sequel.
    Members can explore it all before the highly anticipated Borderlands 4 arrives in the cloud at launch.
    In addition, leap into the flames and save the day in the pulse-pounding FBC: Firebreak from Remedy Entertainment on GeForce NOW.
    It’s all part of the 13 new games in the cloud this week, including the latest Genshin Impact update and advanced access for REMATCH.
    Plus, GeForce NOW’s Summer Sale is still in full swing. For a limited time, get 40% off a six-month GeForce NOW Performance membership — perfect for diving into role-playing game favorites like the Borderlands series or any of the 2,200 titles in the platform’s cloud gaming library.
    Vault Hunters Assemble
    Gear up for a world where loot is king and chaos is always just a trigger pull away. The Borderlands series is known for its wild humor, outrageous characters and nonstop action — and now, its chaotic adventures can be streamed on GeForce NOW.
    Welcome to Pandora.
    Members revisiting the classics or jumping in for the first time can start with Borderlands Game of the Year Enhanced, the original mayhem-fueled classic now polished and packed with downloadable content. The title brings Pandora to life with a fresh coat of paint, crazy loot and the same iconic humor that started it all.
    New worlds, same chaos.
    In Borderlands 2, Handsome Jack steals the show with his mix of charm and villainy. This sequel cranks up the fun and insanity with unforgettable characters and a zany storyline. For more laughs and even wilder chaos, Borderlands 3 delivers the biggest loot explosion yet, with new worlds to explore. Face off against the Calypso twins and enjoy nonstop action.
    The rise of Handsome Jack.
    The adventure blasts off with Borderlands: The Pre-Sequel, revealing how Handsome Jack became so handsome. The game throws in zero gravity, moon boots and enough sarcasm to fuel a spaceship.
    Jump in with GeForce NOW and get ready to laugh, loot and blast through Pandora, all from the cloud. With instant access and seamless streaming at up to 4K resolution with an Ultimate membership, enter the chaos of Borderlands anytime, anywhere. No downloads, no waiting.
    Suit Up, Clean Up
    The Oldest House needs you.
    Step into the shoes of the Federal Bureau of Control’s elite first responders in the highly anticipated three-player co-op first-person shooter FBC: Firebreak. Taking place six years after Control, the game is set in the Oldest House — under siege by reality-warping threats. It’s up to players to restore order before chaos wins.
    Equip unique Crisis Kits packed with weapons, specialized tools and paranatural augments, like a garden gnome that summons a thunderstorm or a piggy bank that spews coins. As each mission, or “Job,” drops players into unpredictable environments with shifting objectives, bizarre crises and wacky enemies, teamwork and quick thinking are key.
    Jump into the fray with friends and stream it on GeForce NOW instantly across devices. Experience the mind-bending action and stunning visuals powered by cloud streaming. Contain the chaos, save the Oldest House and enjoy a new kind of co-op adventure, all from the cloud.
    No Rules Included
    Score big laughs in the cloud.
    REMATCH gives soccer a bold twist, transforming the classic sport into a fast-paced, third-person action experience where every player controls a single athlete on the field.
    With no fouls, offsides or breaks, matches are nonstop and skills-based, demanding quick reflexes and seamless teamwork. Dynamic role-switching lets players jump between attack, defense and goalkeeping, while seasonal updates and various multiplayer modes keep the competition fresh and the action intense.
    Where arcade flair meets tactical depth, REMATCH is football, unleashed. Get instant access to the soccer pitch by streaming the title on GeForce NOW and jump into the action wherever the match calls.
    Time To Game
    Skirk has arrived.
    Genshin Impact’s next major update launches this week, and members can stream the latest adventures from Teyvat at GeForce quality on any device. Version 5.7 includes the new playable characters Skirk and Dahlia — as well as fresh story quests and the launch of a Stygian Onslaught combat mode.
    Look for the following games available to stream in the cloud this week:

    REMATCHBroken ArrowCrime SimulatorDate Everything!FBC: FirebreakLost in Random: The Eternal DieArchitect Life: A House Design SimulatorBorderlands Game of the Year EnhancedBorderlands 2Borderlands 3Borderlands: The Pre-SequelMETAL EDEN DemoTorque Drift 2What are you planning to play this weekend? Let us know on X or in the comments below.

    What's a gaming achievement you'll never forget?
    — NVIDIA GeForce NOWJune 18, 2025
    #step #inside #vault #borderland #series
    Step Inside the Vault: The ‘Borderland’ Series Arrives on GeForce NOW
    GeForce NOW is throwing open the vault doors to welcome the legendary Borderland series to the cloud. Whether a seasoned Vault Hunter or new to the mayhem of Pandora, prepare to experience the high-octane action and humor that define the series that includes Borderlands Game of the Year Enhanced, Borderlands 2, Borderlands 3 and Borderlands: The Pre-Sequel. Members can explore it all before the highly anticipated Borderlands 4 arrives in the cloud at launch. In addition, leap into the flames and save the day in the pulse-pounding FBC: Firebreak from Remedy Entertainment on GeForce NOW. It’s all part of the 13 new games in the cloud this week, including the latest Genshin Impact update and advanced access for REMATCH. Plus, GeForce NOW’s Summer Sale is still in full swing. For a limited time, get 40% off a six-month GeForce NOW Performance membership — perfect for diving into role-playing game favorites like the Borderlands series or any of the 2,200 titles in the platform’s cloud gaming library. Vault Hunters Assemble Gear up for a world where loot is king and chaos is always just a trigger pull away. The Borderlands series is known for its wild humor, outrageous characters and nonstop action — and now, its chaotic adventures can be streamed on GeForce NOW. Welcome to Pandora. Members revisiting the classics or jumping in for the first time can start with Borderlands Game of the Year Enhanced, the original mayhem-fueled classic now polished and packed with downloadable content. The title brings Pandora to life with a fresh coat of paint, crazy loot and the same iconic humor that started it all. New worlds, same chaos. In Borderlands 2, Handsome Jack steals the show with his mix of charm and villainy. This sequel cranks up the fun and insanity with unforgettable characters and a zany storyline. For more laughs and even wilder chaos, Borderlands 3 delivers the biggest loot explosion yet, with new worlds to explore. Face off against the Calypso twins and enjoy nonstop action. The rise of Handsome Jack. The adventure blasts off with Borderlands: The Pre-Sequel, revealing how Handsome Jack became so handsome. The game throws in zero gravity, moon boots and enough sarcasm to fuel a spaceship. Jump in with GeForce NOW and get ready to laugh, loot and blast through Pandora, all from the cloud. With instant access and seamless streaming at up to 4K resolution with an Ultimate membership, enter the chaos of Borderlands anytime, anywhere. No downloads, no waiting. Suit Up, Clean Up The Oldest House needs you. Step into the shoes of the Federal Bureau of Control’s elite first responders in the highly anticipated three-player co-op first-person shooter FBC: Firebreak. Taking place six years after Control, the game is set in the Oldest House — under siege by reality-warping threats. It’s up to players to restore order before chaos wins. Equip unique Crisis Kits packed with weapons, specialized tools and paranatural augments, like a garden gnome that summons a thunderstorm or a piggy bank that spews coins. As each mission, or “Job,” drops players into unpredictable environments with shifting objectives, bizarre crises and wacky enemies, teamwork and quick thinking are key. Jump into the fray with friends and stream it on GeForce NOW instantly across devices. Experience the mind-bending action and stunning visuals powered by cloud streaming. Contain the chaos, save the Oldest House and enjoy a new kind of co-op adventure, all from the cloud. No Rules Included Score big laughs in the cloud. REMATCH gives soccer a bold twist, transforming the classic sport into a fast-paced, third-person action experience where every player controls a single athlete on the field. With no fouls, offsides or breaks, matches are nonstop and skills-based, demanding quick reflexes and seamless teamwork. Dynamic role-switching lets players jump between attack, defense and goalkeeping, while seasonal updates and various multiplayer modes keep the competition fresh and the action intense. Where arcade flair meets tactical depth, REMATCH is football, unleashed. Get instant access to the soccer pitch by streaming the title on GeForce NOW and jump into the action wherever the match calls. Time To Game Skirk has arrived. Genshin Impact’s next major update launches this week, and members can stream the latest adventures from Teyvat at GeForce quality on any device. Version 5.7 includes the new playable characters Skirk and Dahlia — as well as fresh story quests and the launch of a Stygian Onslaught combat mode. Look for the following games available to stream in the cloud this week: REMATCHBroken ArrowCrime SimulatorDate Everything!FBC: FirebreakLost in Random: The Eternal DieArchitect Life: A House Design SimulatorBorderlands Game of the Year EnhancedBorderlands 2Borderlands 3Borderlands: The Pre-SequelMETAL EDEN DemoTorque Drift 2What are you planning to play this weekend? Let us know on X or in the comments below. What's a gaming achievement you'll never forget? — NVIDIA GeForce NOWJune 18, 2025 #step #inside #vault #borderland #series
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    Step Inside the Vault: The ‘Borderland’ Series Arrives on GeForce NOW
    GeForce NOW is throwing open the vault doors to welcome the legendary Borderland series to the cloud. Whether a seasoned Vault Hunter or new to the mayhem of Pandora, prepare to experience the high-octane action and humor that define the series that includes Borderlands Game of the Year Enhanced, Borderlands 2, Borderlands 3 and Borderlands: The Pre-Sequel. Members can explore it all before the highly anticipated Borderlands 4 arrives in the cloud at launch. In addition, leap into the flames and save the day in the pulse-pounding FBC: Firebreak from Remedy Entertainment on GeForce NOW. It’s all part of the 13 new games in the cloud this week, including the latest Genshin Impact update and advanced access for REMATCH. Plus, GeForce NOW’s Summer Sale is still in full swing. For a limited time, get 40% off a six-month GeForce NOW Performance membership — perfect for diving into role-playing game favorites like the Borderlands series or any of the 2,200 titles in the platform’s cloud gaming library. Vault Hunters Assemble Gear up for a world where loot is king and chaos is always just a trigger pull away. The Borderlands series is known for its wild humor, outrageous characters and nonstop action — and now, its chaotic adventures can be streamed on GeForce NOW. Welcome to Pandora. Members revisiting the classics or jumping in for the first time can start with Borderlands Game of the Year Enhanced, the original mayhem-fueled classic now polished and packed with downloadable content. The title brings Pandora to life with a fresh coat of paint, crazy loot and the same iconic humor that started it all. New worlds, same chaos. In Borderlands 2, Handsome Jack steals the show with his mix of charm and villainy. This sequel cranks up the fun and insanity with unforgettable characters and a zany storyline. For more laughs and even wilder chaos, Borderlands 3 delivers the biggest loot explosion yet, with new worlds to explore. Face off against the Calypso twins and enjoy nonstop action. The rise of Handsome Jack. The adventure blasts off with Borderlands: The Pre-Sequel, revealing how Handsome Jack became so handsome. The game throws in zero gravity, moon boots and enough sarcasm to fuel a spaceship. Jump in with GeForce NOW and get ready to laugh, loot and blast through Pandora, all from the cloud. With instant access and seamless streaming at up to 4K resolution with an Ultimate membership, enter the chaos of Borderlands anytime, anywhere. No downloads, no waiting. Suit Up, Clean Up The Oldest House needs you. Step into the shoes of the Federal Bureau of Control’s elite first responders in the highly anticipated three-player co-op first-person shooter FBC: Firebreak. Taking place six years after Control, the game is set in the Oldest House — under siege by reality-warping threats. It’s up to players to restore order before chaos wins. Equip unique Crisis Kits packed with weapons, specialized tools and paranatural augments, like a garden gnome that summons a thunderstorm or a piggy bank that spews coins. As each mission, or “Job,” drops players into unpredictable environments with shifting objectives, bizarre crises and wacky enemies, teamwork and quick thinking are key. Jump into the fray with friends and stream it on GeForce NOW instantly across devices. Experience the mind-bending action and stunning visuals powered by cloud streaming. Contain the chaos, save the Oldest House and enjoy a new kind of co-op adventure, all from the cloud. No Rules Included Score big laughs in the cloud. REMATCH gives soccer a bold twist, transforming the classic sport into a fast-paced, third-person action experience where every player controls a single athlete on the field. With no fouls, offsides or breaks, matches are nonstop and skills-based, demanding quick reflexes and seamless teamwork. Dynamic role-switching lets players jump between attack, defense and goalkeeping, while seasonal updates and various multiplayer modes keep the competition fresh and the action intense. Where arcade flair meets tactical depth, REMATCH is football, unleashed. Get instant access to the soccer pitch by streaming the title on GeForce NOW and jump into the action wherever the match calls. Time To Game Skirk has arrived. Genshin Impact’s next major update launches this week, and members can stream the latest adventures from Teyvat at GeForce quality on any device. Version 5.7 includes the new playable characters Skirk and Dahlia — as well as fresh story quests and the launch of a Stygian Onslaught combat mode. Look for the following games available to stream in the cloud this week: REMATCH (New release on Steam, Xbox, available on PC Game Pass, June 16) Broken Arrow (New release on Steam, June 19) Crime Simulator (New release on Steam, June 17) Date Everything! (New release on Steam, June 17) FBC: Firebreak (New release on Steam, Xbox, available on PC Game Pass, June 17) Lost in Random: The Eternal Die (New release on Steam, Xbox, available on PC Game Pass, June 17) Architect Life: A House Design Simulator (New release on Steam, June 19) Borderlands Game of the Year Enhanced (Steam) Borderlands 2 (Steam, Epic Games Store) Borderlands 3 (Steam, Epic Games Store) Borderlands: The Pre-Sequel (Steam, Epic Games Store) METAL EDEN Demo (Steam) Torque Drift 2 (Epic Games Store) What are you planning to play this weekend? Let us know on X or in the comments below. What's a gaming achievement you'll never forget? — NVIDIA GeForce NOW (@NVIDIAGFN) June 18, 2025
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  • Anthropic a remporté une victoire en matière de droits d'auteur pour son argument de "fair use". Mais voilà, ils vont sûrement devoir faire face à un procès pour des accusations de piraterie. Apparemment, ils ont utilisé plus de 7 millions de livres pour créer leur bibliothèque numérique. Ça semble compliqué tout ça. On verra bien ce qui va se passer, mais ça a l’air d’être un vrai casse-tête.

    #Anthropic #DroitsDAuteur #Piraterie #BibliothèqueNumérique #FairUse
    Anthropic a remporté une victoire en matière de droits d'auteur pour son argument de "fair use". Mais voilà, ils vont sûrement devoir faire face à un procès pour des accusations de piraterie. Apparemment, ils ont utilisé plus de 7 millions de livres pour créer leur bibliothèque numérique. Ça semble compliqué tout ça. On verra bien ce qui va se passer, mais ça a l’air d’être un vrai casse-tête. #Anthropic #DroitsDAuteur #Piraterie #BibliothèqueNumérique #FairUse
    Anthropic Scores a Landmark AI Copyright Win—but Will Face Trial Over Piracy Claims
    While the startup has won its “fair use” argument, it potentially faces billions of dollars in damages for allegedly pirating over 7 million books to build a digital library.
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  • Il est inacceptable de continuer à croire que le modèle publicitaire traditionnel peut encore fonctionner dans notre monde moderne. Avec des coûts d'acquisition qui s'envolent, des lois de confidentialité de plus en plus strictes et des algorithmes d'IA qui compliquent l'attribution, nous devons enfin comprendre que la croissance durable exige un mélange judicieux de marketing payant et organique. Arrêtez de jeter de l'argent par les fenêtres avec des publicités qui ne mènent à rien ! Il est temps de repenser notre stratégie et d'intégrer des approches organiques pour vraiment atteindre notre public. Assez de cette inertie !

    #MarketingDurable #Publicité #CroissanceOrganique #Stratégie
    Il est inacceptable de continuer à croire que le modèle publicitaire traditionnel peut encore fonctionner dans notre monde moderne. Avec des coûts d'acquisition qui s'envolent, des lois de confidentialité de plus en plus strictes et des algorithmes d'IA qui compliquent l'attribution, nous devons enfin comprendre que la croissance durable exige un mélange judicieux de marketing payant et organique. Arrêtez de jeter de l'argent par les fenêtres avec des publicités qui ne mènent à rien ! Il est temps de repenser notre stratégie et d'intégrer des approches organiques pour vraiment atteindre notre public. Assez de cette inertie ! #MarketingDurable #Publicité #CroissanceOrganique #Stratégie
    WWW.SEMRUSH.COM
    Why Sustainable Growth Demands The Right Mix Of Paid And Organic
    With rising acquisition costs, stricter privacy laws, and AI-driven black boxes reshaping attribution, the traditional ad-only model no longer holds. Here‘s how to build a strategic balance of organic and paid marketing
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  • Reallusion releases Character Creator 4.54 and iClone 8.54

    Character generator and real-time animation tool get updates to AI Smart Search, plus new lower-cost iContent licenses for stock assets.
    Reallusion releases Character Creator 4.54 and iClone 8.54 Character generator and real-time animation tool get updates to AI Smart Search, plus new lower-cost iContent licenses for stock assets.
    Reallusion releases Character Creator 4.54 and iClone 8.54
    Character generator and real-time animation tool get updates to AI Smart Search, plus new lower-cost iContent licenses for stock assets.
    1 Yorumlar 0 hisse senetleri
  • Into the Omniverse: World Foundation Models Advance Autonomous Vehicle Simulation and Safety

    Editor’s note: This blog is a part of Into the Omniverse, a series focused on how developers, 3D practitioners and enterprises can transform their workflows using the latest advances in OpenUSD and NVIDIA Omniverse.
    Simulated driving environments enable engineers to safely and efficiently train, test and validate autonomous vehiclesacross countless real-world and edge-case scenarios without the risks and costs of physical testing.
    These simulated environments can be created through neural reconstruction of real-world data from AV fleets or generated with world foundation models— neural networks that understand physics and real-world properties. WFMs can be used to generate synthetic datasets for enhanced AV simulation.
    To help physical AI developers build such simulated environments, NVIDIA unveiled major advances in WFMs at the GTC Paris and CVPR conferences earlier this month. These new capabilities enhance NVIDIA Cosmos — a platform of generative WFMs, advanced tokenizers, guardrails and accelerated data processing tools.
    Key innovations like Cosmos Predict-2, the Cosmos Transfer-1 NVIDIA preview NIM microservice and Cosmos Reason are improving how AV developers generate synthetic data, build realistic simulated environments and validate safety systems at unprecedented scale.
    Universal Scene Description, a unified data framework and standard for physical AI applications, enables seamless integration and interoperability of simulation assets across the development pipeline. OpenUSD standardization plays a critical role in ensuring 3D pipelines are built to scale.
    NVIDIA Omniverse, a platform of application programming interfaces, software development kits and services for building OpenUSD-based physical AI applications, enables simulations from WFMs and neural reconstruction at world scale.
    Leading AV organizations — including Foretellix, Mcity, Oxa, Parallel Domain, Plus AI and Uber — are among the first to adopt Cosmos models.

    Foundations for Scalable, Realistic Simulation
    Cosmos Predict-2, NVIDIA’s latest WFM, generates high-quality synthetic data by predicting future world states from multimodal inputs like text, images and video. This capability is critical for creating temporally consistent, realistic scenarios that accelerate training and validation of AVs and robots.

    In addition, Cosmos Transfer, a control model that adds variations in weather, lighting and terrain to existing scenarios, will soon be available to 150,000 developers on CARLA, a leading open-source AV simulator. This greatly expands the broad AV developer community’s access to advanced AI-powered simulation tools.
    Developers can start integrating synthetic data into their own pipelines using the NVIDIA Physical AI Dataset. The latest release includes 40,000 clips generated using Cosmos.
    Building on these foundations, the Omniverse Blueprint for AV simulation provides a standardized, API-driven workflow for constructing rich digital twins, replaying real-world sensor data and generating new ground-truth data for closed-loop testing.
    The blueprint taps into OpenUSD’s layer-stacking and composition arcs, which enable developers to collaborate asynchronously and modify scenes nondestructively. This helps create modular, reusable scenario variants to efficiently generate different weather conditions, traffic patterns and edge cases.
    Driving the Future of AV Safety
    To bolster the operational safety of AV systems, NVIDIA earlier this year introduced NVIDIA Halos — a comprehensive safety platform that integrates the company’s full automotive hardware and software stack with AI research focused on AV safety.
    The new Cosmos models — Cosmos Predict- 2, Cosmos Transfer- 1 NIM and Cosmos Reason — deliver further safety enhancements to the Halos platform, enabling developers to create diverse, controllable and realistic scenarios for training and validating AV systems.
    These models, trained on massive multimodal datasets including driving data, amplify the breadth and depth of simulation, allowing for robust scenario coverage — including rare and safety-critical events — while supporting post-training customization for specialized AV tasks.

    At CVPR, NVIDIA was recognized as an Autonomous Grand Challenge winner, highlighting its leadership in advancing end-to-end AV workflows. The challenge used OpenUSD’s robust metadata and interoperability to simulate sensor inputs and vehicle trajectories in semi-reactive environments, achieving state-of-the-art results in safety and compliance.
    Learn more about how developers are leveraging tools like CARLA, Cosmos, and Omniverse to advance AV simulation in this livestream replay:

    Hear NVIDIA Director of Autonomous Vehicle Research Marco Pavone on the NVIDIA AI Podcast share how digital twins and high-fidelity simulation are improving vehicle testing, accelerating development and reducing real-world risks.
    Get Plugged Into the World of OpenUSD
    Learn more about what’s next for AV simulation with OpenUSD by watching the replay of NVIDIA founder and CEO Jensen Huang’s GTC Paris keynote.
    Looking for more live opportunities to learn more about OpenUSD? Don’t miss sessions and labs happening at SIGGRAPH 2025, August 10–14.
    Discover why developers and 3D practitioners are using OpenUSD and learn how to optimize 3D workflows with the self-paced “Learn OpenUSD” curriculum for 3D developers and practitioners, available for free through the NVIDIA Deep Learning Institute.
    Explore the Alliance for OpenUSD forum and the AOUSD website.
    Stay up to date by subscribing to NVIDIA Omniverse news, joining the community and following NVIDIA Omniverse on Instagram, LinkedIn, Medium and X.
    #into #omniverse #world #foundation #models
    Into the Omniverse: World Foundation Models Advance Autonomous Vehicle Simulation and Safety
    Editor’s note: This blog is a part of Into the Omniverse, a series focused on how developers, 3D practitioners and enterprises can transform their workflows using the latest advances in OpenUSD and NVIDIA Omniverse. Simulated driving environments enable engineers to safely and efficiently train, test and validate autonomous vehiclesacross countless real-world and edge-case scenarios without the risks and costs of physical testing. These simulated environments can be created through neural reconstruction of real-world data from AV fleets or generated with world foundation models— neural networks that understand physics and real-world properties. WFMs can be used to generate synthetic datasets for enhanced AV simulation. To help physical AI developers build such simulated environments, NVIDIA unveiled major advances in WFMs at the GTC Paris and CVPR conferences earlier this month. These new capabilities enhance NVIDIA Cosmos — a platform of generative WFMs, advanced tokenizers, guardrails and accelerated data processing tools. Key innovations like Cosmos Predict-2, the Cosmos Transfer-1 NVIDIA preview NIM microservice and Cosmos Reason are improving how AV developers generate synthetic data, build realistic simulated environments and validate safety systems at unprecedented scale. Universal Scene Description, a unified data framework and standard for physical AI applications, enables seamless integration and interoperability of simulation assets across the development pipeline. OpenUSD standardization plays a critical role in ensuring 3D pipelines are built to scale. NVIDIA Omniverse, a platform of application programming interfaces, software development kits and services for building OpenUSD-based physical AI applications, enables simulations from WFMs and neural reconstruction at world scale. Leading AV organizations — including Foretellix, Mcity, Oxa, Parallel Domain, Plus AI and Uber — are among the first to adopt Cosmos models. Foundations for Scalable, Realistic Simulation Cosmos Predict-2, NVIDIA’s latest WFM, generates high-quality synthetic data by predicting future world states from multimodal inputs like text, images and video. This capability is critical for creating temporally consistent, realistic scenarios that accelerate training and validation of AVs and robots. In addition, Cosmos Transfer, a control model that adds variations in weather, lighting and terrain to existing scenarios, will soon be available to 150,000 developers on CARLA, a leading open-source AV simulator. This greatly expands the broad AV developer community’s access to advanced AI-powered simulation tools. Developers can start integrating synthetic data into their own pipelines using the NVIDIA Physical AI Dataset. The latest release includes 40,000 clips generated using Cosmos. Building on these foundations, the Omniverse Blueprint for AV simulation provides a standardized, API-driven workflow for constructing rich digital twins, replaying real-world sensor data and generating new ground-truth data for closed-loop testing. The blueprint taps into OpenUSD’s layer-stacking and composition arcs, which enable developers to collaborate asynchronously and modify scenes nondestructively. This helps create modular, reusable scenario variants to efficiently generate different weather conditions, traffic patterns and edge cases. Driving the Future of AV Safety To bolster the operational safety of AV systems, NVIDIA earlier this year introduced NVIDIA Halos — a comprehensive safety platform that integrates the company’s full automotive hardware and software stack with AI research focused on AV safety. The new Cosmos models — Cosmos Predict- 2, Cosmos Transfer- 1 NIM and Cosmos Reason — deliver further safety enhancements to the Halos platform, enabling developers to create diverse, controllable and realistic scenarios for training and validating AV systems. These models, trained on massive multimodal datasets including driving data, amplify the breadth and depth of simulation, allowing for robust scenario coverage — including rare and safety-critical events — while supporting post-training customization for specialized AV tasks. At CVPR, NVIDIA was recognized as an Autonomous Grand Challenge winner, highlighting its leadership in advancing end-to-end AV workflows. The challenge used OpenUSD’s robust metadata and interoperability to simulate sensor inputs and vehicle trajectories in semi-reactive environments, achieving state-of-the-art results in safety and compliance. Learn more about how developers are leveraging tools like CARLA, Cosmos, and Omniverse to advance AV simulation in this livestream replay: Hear NVIDIA Director of Autonomous Vehicle Research Marco Pavone on the NVIDIA AI Podcast share how digital twins and high-fidelity simulation are improving vehicle testing, accelerating development and reducing real-world risks. Get Plugged Into the World of OpenUSD Learn more about what’s next for AV simulation with OpenUSD by watching the replay of NVIDIA founder and CEO Jensen Huang’s GTC Paris keynote. Looking for more live opportunities to learn more about OpenUSD? Don’t miss sessions and labs happening at SIGGRAPH 2025, August 10–14. Discover why developers and 3D practitioners are using OpenUSD and learn how to optimize 3D workflows with the self-paced “Learn OpenUSD” curriculum for 3D developers and practitioners, available for free through the NVIDIA Deep Learning Institute. Explore the Alliance for OpenUSD forum and the AOUSD website. Stay up to date by subscribing to NVIDIA Omniverse news, joining the community and following NVIDIA Omniverse on Instagram, LinkedIn, Medium and X. #into #omniverse #world #foundation #models
    BLOGS.NVIDIA.COM
    Into the Omniverse: World Foundation Models Advance Autonomous Vehicle Simulation and Safety
    Editor’s note: This blog is a part of Into the Omniverse, a series focused on how developers, 3D practitioners and enterprises can transform their workflows using the latest advances in OpenUSD and NVIDIA Omniverse. Simulated driving environments enable engineers to safely and efficiently train, test and validate autonomous vehicles (AVs) across countless real-world and edge-case scenarios without the risks and costs of physical testing. These simulated environments can be created through neural reconstruction of real-world data from AV fleets or generated with world foundation models (WFMs) — neural networks that understand physics and real-world properties. WFMs can be used to generate synthetic datasets for enhanced AV simulation. To help physical AI developers build such simulated environments, NVIDIA unveiled major advances in WFMs at the GTC Paris and CVPR conferences earlier this month. These new capabilities enhance NVIDIA Cosmos — a platform of generative WFMs, advanced tokenizers, guardrails and accelerated data processing tools. Key innovations like Cosmos Predict-2, the Cosmos Transfer-1 NVIDIA preview NIM microservice and Cosmos Reason are improving how AV developers generate synthetic data, build realistic simulated environments and validate safety systems at unprecedented scale. Universal Scene Description (OpenUSD), a unified data framework and standard for physical AI applications, enables seamless integration and interoperability of simulation assets across the development pipeline. OpenUSD standardization plays a critical role in ensuring 3D pipelines are built to scale. NVIDIA Omniverse, a platform of application programming interfaces, software development kits and services for building OpenUSD-based physical AI applications, enables simulations from WFMs and neural reconstruction at world scale. Leading AV organizations — including Foretellix, Mcity, Oxa, Parallel Domain, Plus AI and Uber — are among the first to adopt Cosmos models. Foundations for Scalable, Realistic Simulation Cosmos Predict-2, NVIDIA’s latest WFM, generates high-quality synthetic data by predicting future world states from multimodal inputs like text, images and video. This capability is critical for creating temporally consistent, realistic scenarios that accelerate training and validation of AVs and robots. In addition, Cosmos Transfer, a control model that adds variations in weather, lighting and terrain to existing scenarios, will soon be available to 150,000 developers on CARLA, a leading open-source AV simulator. This greatly expands the broad AV developer community’s access to advanced AI-powered simulation tools. Developers can start integrating synthetic data into their own pipelines using the NVIDIA Physical AI Dataset. The latest release includes 40,000 clips generated using Cosmos. Building on these foundations, the Omniverse Blueprint for AV simulation provides a standardized, API-driven workflow for constructing rich digital twins, replaying real-world sensor data and generating new ground-truth data for closed-loop testing. The blueprint taps into OpenUSD’s layer-stacking and composition arcs, which enable developers to collaborate asynchronously and modify scenes nondestructively. This helps create modular, reusable scenario variants to efficiently generate different weather conditions, traffic patterns and edge cases. Driving the Future of AV Safety To bolster the operational safety of AV systems, NVIDIA earlier this year introduced NVIDIA Halos — a comprehensive safety platform that integrates the company’s full automotive hardware and software stack with AI research focused on AV safety. The new Cosmos models — Cosmos Predict- 2, Cosmos Transfer- 1 NIM and Cosmos Reason — deliver further safety enhancements to the Halos platform, enabling developers to create diverse, controllable and realistic scenarios for training and validating AV systems. These models, trained on massive multimodal datasets including driving data, amplify the breadth and depth of simulation, allowing for robust scenario coverage — including rare and safety-critical events — while supporting post-training customization for specialized AV tasks. At CVPR, NVIDIA was recognized as an Autonomous Grand Challenge winner, highlighting its leadership in advancing end-to-end AV workflows. The challenge used OpenUSD’s robust metadata and interoperability to simulate sensor inputs and vehicle trajectories in semi-reactive environments, achieving state-of-the-art results in safety and compliance. Learn more about how developers are leveraging tools like CARLA, Cosmos, and Omniverse to advance AV simulation in this livestream replay: Hear NVIDIA Director of Autonomous Vehicle Research Marco Pavone on the NVIDIA AI Podcast share how digital twins and high-fidelity simulation are improving vehicle testing, accelerating development and reducing real-world risks. Get Plugged Into the World of OpenUSD Learn more about what’s next for AV simulation with OpenUSD by watching the replay of NVIDIA founder and CEO Jensen Huang’s GTC Paris keynote. Looking for more live opportunities to learn more about OpenUSD? Don’t miss sessions and labs happening at SIGGRAPH 2025, August 10–14. Discover why developers and 3D practitioners are using OpenUSD and learn how to optimize 3D workflows with the self-paced “Learn OpenUSD” curriculum for 3D developers and practitioners, available for free through the NVIDIA Deep Learning Institute. Explore the Alliance for OpenUSD forum and the AOUSD website. Stay up to date by subscribing to NVIDIA Omniverse news, joining the community and following NVIDIA Omniverse on Instagram, LinkedIn, Medium and X.
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