DataComp: In Search of the Next Generation of Multimodal Datasets

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

*=Equal Contributors Multimodal datasets are a critical component in recent breakthroughs such as Stable Diffusion and GPT-4, yet their design does not receive the same research attention as model architectures or training algorithms. To address this shortcoming in the ML ecosystem, we introduce DataComp, a testbed for dataset experiments centered around a new candidate pool …

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Why you shouldn’t use Global Anycast DNS in China

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Anycast is a standard, table-stakes feature of every authoritative DNS service. It makes sense: inbound queries should always be routed to the best available servers—usually the ones that are geographically closest. Yet, there is one glaring exception: China. The internet in mainland China is walled off from the rest of the world. Any DNS query that …

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ISO 42001: A new foundational global standard to advance responsible AI

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Artificial intelligence (AI) is one of the most transformational technologies of our generation and provides opportunities to be a force for good and drive economic growth. The growth of large language models (LLMs), with hundreds of billions of parameters, has unlocked new generative AI use cases to improve customer experiences, boost employee productivity, and so …

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Nuclera aims to accelerate drug discovery with Google DeepMind AlphaFold2 on Vertex AI

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Nuclera, a UK and US-based biotechnology company, is collaborating with Google Cloud to serve the life science community, marrying Nuclera’s rapid protein access benchtop system with Google DeepMind’s pioneering protein structure prediction tool, AlphaFold2 (ref 1) served on Google Cloud’s Vertex AI machine learning platform. With proteins representing 95% of drug targets, the demand to …

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AI’s memory-forming mechanism found to be strikingly similar to that of the brain

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

An interdisciplinary team consisting of researchers from the Center for Cognition and Sociality and the Data Science Group within the Institute for Basic Science (IBS) revealed a striking similarity between the memory processing of artificial intelligence (AI) models and the hippocampus of the human brain. This new finding provides a novel perspective on memory consolidation, …

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A digital twin system that could enhance collaborative human-robot product assembly

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

Robotics systems have already been introduced in numerous real-world settings, including some industrial and manufacturing facilities. In these facilities, robots can assist human assembly line and warehouse workers, assembling some parts of products with high precision and then handing them to human agents tasked with performing additional actions.