Compositional Foundation Models for Hierarchical Planning Ajay et al.: https://
arxiv.org/abs/2309.08587 #MachineLearning #ArtificialIntelligence #Robotics
SYSTEMS
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Compositional Foundation Models Enable Hierarchical Planning
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Zero Trust Architecture: US Intelligence Community Cyber Lessons
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An oldie but goodie. Great way to learn about zero trust architectures is to see how the US intelligence community translated the concepts into their systems architectures: https://
oodaloop.com/ooda-original/
2013/05/28/the-cyber-moscow-rules/
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Real-Time Global Algorithm Balance Speed Accuracy
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The algorithm needs to function in real-time and on a global scale, serving billions of users without slowing down. It's about finding a balance between speed and accuracy. Ultimately, users care more about receiving quick responses than precision down to the minute.
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Google DeepMind predicts travel time with machine learning
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The goal? Developing a system that accurately predicts your estimated travel time from point A to point B. If you've ever ordered food online or requested a ride through an app, you've likely interacted with a version of this system developed at Google DeepMind.
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Poor Internal Design Wastes Space in Hardware Components
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'There are big foam blocks that are just in there to fill up space and support the body, and ribbon cables that should be layered over other components instead stretch across chasms of empty space.'
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ML Models and Future Accelerator Chips for Data Centers
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Had a great time jointly preparing and giving this @hotchipsorg keynote with my longtime colleague Amin Vahdat. We covered some exciting directions for ML models, and what these will mean for future accelerator chips, deployments, and data center designs.
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AI builds psychological models for personalized learning experiences
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Love love love to see this level of personalization """Over time, this builds a psychological model of the learner–not trivial stuff, but their beliefs, intentions, interests, emotions, knowledge, history, thoughts, goals…""" Need more stuff like this
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AI Tool Identifies Health Events Across 11 Indian Languages
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This AI tool identifies unusual health events, including specific diseases and locations, by analyzing media 11 Indian languages. It is integrated within the Integrated Health Information Platform, managed by the Indian government, where all surveillance alerts are recorded.
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Apple spends millions daily training Ajax, more powerful than ChatGPT
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Apple is reportedly spending millions of dollars per day to train Ajax, its most advanced language model, which they believe to be more powerful than ChatGPT. Though Apple may seem late to the game on AI, don't underestimate a company with a $300B research war chest.
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Insights into Advanced Agent Systems Architecture
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Great insights to one of the more involved agent systems out there