NASA Releases Galileo: The Open-Source Multimodal Model Advancing Earth Observation and Remote Sensing

NASA Releases Galileo: The Open-Source Multimodal Model Advancing Earth Observation and Remote Sensing

[ad_1] Introduction Galileo is an open-source, highly multimodal foundation model developed to process, analyze, and understand diverse Earth observation (EO) data streams—including optical, radar, elevation, climate, and auxiliary maps—at scale. Galileo is developed with the support from researchers from McGill University, NASA Harvest Ai2, Carleton University, University of British Columbia, Vector Institute, and Arizona State…

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The Ultimate Guide to CPUs, GPUs, NPUs, and TPUs for AI/ML: Performance, Use Cases, and Key Differences

The Ultimate Guide to CPUs, GPUs, NPUs, and TPUs for AI/ML: Performance, Use Cases, and Key Differences

[ad_1] Artificial intelligence and machine learning workloads have fueled the evolution of specialized hardware to accelerate computation far beyond what traditional CPUs can offer. Each processing unit—CPU, GPU, NPU, TPU—plays a distinct role in the AI ecosystem, optimized for certain models, applications, or environments. Here’s a technical, data-driven breakdown of their core differences and best…

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Open-source AI that hones its reasoning skills

Open-source AI that hones its reasoning skills

[ad_1] Deep Cogito has released Cogito v2, a new family of open-source AI models that sharpen their own reasoning skills. Released under an open-source licence, the new Cogito v2 lineup includes four hybrid reasoning AI models: two mid-sized at 70B and 109B parameters, and two large-scale versions at 405B and 671B.  The largest, a 671B…

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