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Announcing general availability of Ray on Vertex AI

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Developers and engineers face several major challenges when scaling AI/ML workloads. One challenge is getting access to the AI infrastructure they need. AI/ML workloads require a significant amount of computational resources, such as CPUs and GPUs. Developers need to have sufficient resources to run their workloads. Another challenge is handling the diverse patterns and programming …

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Needle-Moving AI Research Trains Surgical Robots in Simulation

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A collaboration between NVIDIA and academic researchers is prepping robots for surgery. ORBIT-Surgical — developed by researchers from the University of Toronto, UC Berkeley, ETH Zurich, Georgia Tech and NVIDIA — is a simulation framework to train robots that could augment the skills of surgical teams while reducing surgeons’ cognitive load. It supports more than …

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Animal brain inspired AI game changer for autonomous robots

by AI Generated Robotic ContentAI/ML NewsPosted on Comments are Disabled

A team of researchers has developed a drone that flies autonomously using neuromorphic image processing and control based on the workings of animal brains. Animal brains use less data and energy compared to current deep neural networks running on GPUs (graphic chips). Neuromorphic processors are therefore very suitable for small drones because they don’t need …

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OpenAI Created Her: The Birth of GPT-4o

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Image generated with Midjourney. In a groundbreaking move, OpenAI has unveiled GPT-4o, a revolutionary model that marks a significant leap towards more natural and fluid human-computer interactions. The “o” in GPT-4o stands for “omni,” underscoring its unprecedented ability to handle text, audio, and visual inputs and outputs seamlessly. The Unveiling of GPT-4o OpenAI’s GPT-4o is …

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pfl-research: Simulation Framework for Accelerating Research in Private Federated Learning

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Federated Learning (FL) is an emerging ML training paradigm where clients own their data and collaborate to train a global model without revealing any data to the server and other participants. Researchers commonly perform experiments in a simulation environment to quickly iterate on ideas. However, existing open-source tools do not offer the efficiency required to …

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The CFO’s role in the age of generative AI

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CFOs are the stewards of investment capital, orchestrating a movement with transformative technology and innovation to evolve businesses, accelerate revenue streams and drive meaningful outcomes. The current business environment has CFOs facing headwinds for decision-making in less-than-ideal conditions with rapidly shifting regulations, tedious reporting standards, ESG requirements and inflationary pressures; however, the need for growth …

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RAG architecture with Voyage AI embedding models on Amazon SageMaker JumpStart and Anthropic Claude 3 models

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This post is a guest post co-written with Tengyu Ma and Wen Phan from Voyage AI. Organizations today have access to vast amounts of data, much of it proprietary, which holds the potential to unlock valuable insights when used effectively in generative artificial intelligence (AI) applications. Retrieval Augmented Generation (RAG) is a powerful technique designed …

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