Rajeeb Hazra

Got a chance to discuss TCG Key Per I/O capabilities and its possible use cases with confidential compute at the Confidential Compute Consoritium's TAC call yesterday. Please see the link below. The topic is covered from around 20 mins into the video and runs till about the 1-hour mark. https://lnkd.in/gvupy8iP

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An IEEE SA whitepaper authored by ADWG members have been published. -Simulation, Testing, Verification, and Validation (STV2) of Autonomous Driving. It can be downloaded at https://lnkd.in/gvVsF5P3.

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Discover how NVIDIA's Nemotron-4-Hindi 4B NIM microservice is revolutionizing #generativeAI applications in research, imaging, and #drugdiscovery. See how top institutions like Indian Institute of Technology, Madras, Indraprastha Institute of Information Technology, Delhi, Innoplexus - a Partex Company, and 5C Network are leveraging this technology to make significant advances, from combating antibiotic resistance to advancing neuroscience research.

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📣 The IEEE Transactions on Very Large Scale Integration (VLSI) Systems is proud to recognize one of its Best Associate Editors of 2023, CHIRN CHYE BOON. Our Associate Editors' contributions are instrumental in maintaining the journal's industry-leading standards for publishing impactful research. What makes a research paper stand out in the field of VLSI? Associate Editor Chirn Chye Boon shares his insights! 👇 Q: As an Associate Editor, you play a vital role in maintaining the high quality of the journal. What advice would you give to researchers who are submitting papers to the IEEE Transactions on VLSI Systems for the first time? A: Your paper could make a difference in the world’s technical advancement, thus making our world a better and more comfortable place for all. Do explain your work as best as you can and verify your work so that it leaves no doubt on its merits. Q: The field of VLSI is constantly evolving. In your opinion, how has the role of the Associate Editor changed over the years to keep pace with these advancements? A: Associate Editor works most efficiently only when there are many expert reviewers willing to help to perform the review. The success on performing the role of Associate Editor owes deeply to these capable and selfless reviewers, I want to say a “Big Thank You! “, for their great help and support. Q: Beyond technical merit, what are some of the key qualities you look for when evaluating a paper for publication in the IEEE Transactions on VLSI Systems? A: To put it simply, a clear, cohesive discussion of the work done, complete with proper verifications and detail comparisons with the state-of-the-art works is rudimental for a successful paper. Thank you for your contribution to the IEEE Transactions on Very Large Scale Integration (VLSI) Systems! #TVLSI #BestAssociateEditor #VLSI

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When Microsoft announced Azure Quantum Elements last year, we set out to radically shift the paradigm of scientific discovery and accelerate innovation by putting advanced AI, high-performance computing, and quantum capabilities at the fingertips of scientific researchers and students everywhere. Today, I am thrilled to share that Generative Chemistry and Accelerated DFT are joining our groundbreaking cloud platform, enabling even faster, more efficient, and more cost-effective molecular simulation and chemical discovery. By rapidly accelerating the experimentation-to-innovation pipeline, these state-of-the-art digital tools are poised to transform nearly every industry, from energy and manufacturing to medicine and consumer goods. In fact, global consumer goods leader Unilever is already leveraging Azure Quantum Elements to fast-track R&D and innovation across its massive portfolio of household products -- improving the lives of over 3.4 billion people who use Unilever products every day. With Azure Quantum Elements’ advanced simulation capabilities, scientists at Unilever can explore thousands of chemical materials in mere days, informing breakthroughs that are helping them develop more personalized consumer products while also meeting key sustainability goals. This is a pivotal moment in the transformation of R&D powered by AI and computational innovation, and we’re just getting started. As Microsoft remains steadfast in our mission to compress the next 250 years of chemistry into the next 25, we will continue to collaborate with partners across enterprise, government, and academia to unlock unprecedented innovation and technology-powered solutions to the world’s greatest challenges. Learn more about Generative Chemistry, Accelerated DFT, and our vision for the next era of scientific discovery in Jason Zander's blog post: https://msft.it/6049Y0u9T #AIforScience #AzureQuantumElements #AI #HPC #Quantum

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Great to see this year end story from Sandhya M. on Quantum Computing in CIO.inc. As Sandhya says in the article, "Quantum computing is no longer a distant promise; it's reshaping industries and challenging enterprise IT paradigms. With United Nations declaring 2025 the International Year of Quantum Science and Technology, a global spotlight is firmly on quantum innovation, urging nations to align their technological ambitions with a quantum-powered future." Thank you, Sandhya, for highlighting the importance of Quantum Computing. Next, we from India will shift that spotlight onto our nation, aiming to make this India's decade. Here's to a fantastic 2025 and beyond for India's quantum journey.

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Silicon is the New Oil: UnityGrid is Refining it. Vision to Propel the U.S. to #1 in Semiconductor Manufacturing by 2032 At UnityGrid AI, we are committed to propelling the U.S. to the forefront of semiconductor manufacturing. Our mission extends beyond innovation to raising awareness and fostering workforce development in the AI and semiconductor industries. Our podcast series, "Silicon is the New Oil," reflects this mission by exploring the transformative potential of AI and highlighting the critical need for skilled professionals to drive these advancements. The AI chip restrictions imposed by the U.S. have triggered significant shifts in global semiconductor supply chains, particularly affecting China's access to advanced technologies. These changes are reshaping the industry landscape and prompting strategic adaptations globally. Key Points: - Impact on China: Restricted access to U.S. AI chips, leading to increased domestic investment and the rise of homegrown AI chip suppliers. - Global Impact. : Strategic shifts in production by companies like Samsung and SK Hynix, and development of self-reliant AI solutions in China. - Challenges and Opportunities. : Higher costs of domestically produced chips, potential global tech landscape bifurcation, and continued market opportunities. Let's make this vision a reality together. Kudos to the entire NSTC team for their dedication. Read more about these seismic shifts in our latest article and join the conversation on our upcoming podcast series on how we can drive innovation and self-reliance in the tech sector. #AI #Semiconductors #Innovation #WorkforceDevelopment #UnityGridAI #SiliconIsTheNewOil #RFIC https://lnkd.in/ezWwAXBf

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An endeavor to demystify Quantum Computing for the general audience and our National Quantum Mission. I wrote the book "Quantum Computing and Future" in 2021 and then my friend and colleague Rohit Sharma translated it into #Hindi in 2022. Very basic and simple books on a complex subject like Quantum Computing and its potential applications. The Hindi version is probably the first book on Quantum Computing in Hindi language. #QuantumComputing #Quantum #QuantumMachineLearning #QML #QuantumCommunication #QuantumSensing #QuantumKeyDistribution #QKD #QuantumLanguageModel #QLM

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#GenAI Blogpost by #founder Patrick Wendell and Mosaic founder and race car driver Naveen Rao. The evaluation of monolithic #AImodels to #compoundsystems is an active area of both academic and industry research. Recent results have found that “state-of-the-art #AI results are increasingly obtained by compound systems with multiple components, not just #monolithicmodels.” These findings are reinforced by what we see in our customer base. Take for example financial research firm FactSet – when they deployed a commercial #LLM for their Text-to-Financial-Formula use case, they could only get 55% accuracy in the generated formula, however, modularizing their model into a compound system allowed them to specialize each task and achieve 85% accuracy. #largelanguagemodels #genai https://lnkd.in/gQdDWNdR

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IBM and Intel Corporation recently partnered to launch the Intel® Gaudi® 3 AI Accelerators on the IBM Cloud, promoting enhanced AI scalability and process performance. Set to debut in the early parts of 2025, the service would primarily target industries with stringent and robust security needs, and would integrate with IBM's watsonx platform, offering advanced infrastructure for Generative AI implementation across hybrid and on-premise environments. This collaboration seems primarily aimed at optimising the overall AI model performance, thereby delivering scalable, resilient, and cost-effective solutions to drive enterprise AI innovation and digital transformation! Do go through the article, to understand my views on this development! #ibm #intel #intelcorporation #generativeai #genai #IBMwatson #qks #qksresearch #qksgroup #ibmcloud #hybrid #onpremise #aiinnovation #digitaltransformation QKS Group https://lnkd.in/dpMsAUGE

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Announcing the latest release of the Accelerated Data Science Teaching Kit, co-developed with the Georgia Institute of Technology and Prairie View A&M University. ✅ New lecture material on how to accelerate data science workflows with zero code changes using RAPIDS ✅ Jupyter notebooks, demos, and periodic knowledge checks ✅ Free compute credits for educators and access to NVIDIA T4 #GPUs for students via Google Colab 📝 Learn more: bit.ly/4ftlHSR 📥 Apply and download: bit.ly/400Y7bA

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The 7th workshop on Neural Scaling Laws is about to start: https://lnkd.in/gQSB5k8v Scaling laws, emergency, alignment, transfer learning, with a focused track on multilingual models. Looking forward to kick it off with Irina Rish and discuss all these topics with Yuhai Tu, Paul Bogdan, Hailey Schoelkopf, Darshil Doshi, Rio Yokota, Neha Sengupta, Preslav Nakov, Tatiana Shavrina, PhD, Yishi Xu. Join in person or virtually! #icml2024 #ai

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This is getting more interesting. The ability to do 24 logical qubits is a big thing. Will we able to see 100 or 1000 logical qubits soon? https://lnkd.in/grDK3jXX

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No Vendor lockins, No Proprietary Stuff, Freedom in using the Cloud, Data Sovereignity is the way to go! And of course lower TCO and better quality of service. Computing should be a utility, simple and easy to use, not just for techies. This is what we are set out to do at People+ai #OpenCloudCompute #OCC

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Yesterday, Google introduced Willow, a groundbreaking quantum computing chip that significantly improves both error correction and computational speed— bringing us another step closer to practical quantum computers. This Google blog post from Hartmut Neven is a great summary of how impactful this is: https://lnkd.in/g4SdDWZZ

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🚀 NVIDIA NIM on Bedrock Marketplace 🚀 We’re thrilled to announce that NVIDIA NIM are now available on Amazon Bedrock Marketplace, SageMaker JumpStart, and AWS Marketplace. With this expansion, developers can now deploy high-performance, NVIDIA-optimized inference solutions for generative AI models across key AWS services, delivering: ✅ Faster AI inference ✅ Lower latency ✅ Cost efficiency From Meta’s Llama 3 to NVIDIA Nemotron and more, over 100 prebuilt NIM microservices are now at your fingertips. Tailored for scalability and secure deployment, NIM brings unmatched performance to models running on EC2, EKS, SageMaker, and Amazon Bedrock. This collaboration between NVIDIA and AWS accelerates innovation across industries, from healthcare to manufacturing, ensuring enterprises can meet the growing demand for generative AI applications. 💡 Ready to unlock the power of NVIDIA NIM on AWS? Explore the catalog, request a developer license, or start a 90-day NVIDIA AI Enterprise trial to experience the difference firsthand. Another great project by this wonderful team! Abhishek Sawarkar Jiahong Liu Kshitiz Gupta Timothy Ma Saurabh Trikande Charlie Huang Rohil Bhargava Let’s power the next wave of AI together! #GenerativeAI #NVIDIA #AWS #Bedrock #AIInference #AWSreInvent2024

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