Machine Learning
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Transforming the Developer Experience for Every Engineering Role
In today’s fast-paced software development landscape, ambitious goals, complex technologies, and shifting priorities can lead to frustrated developer experience. However, the pressure to deliver faster, operate efficiently, and maintain robust security continues to intensify. What if there was a way to break through those barriers? A way to inject new energy into your projects, inspire…
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To Build A Better AI Helper, Start By Modeling The Irrational Behavior Of Humans
A new technique can be used to predict the actions of human or AI agents who behave suboptimally while working toward unknown goals. Adam Zewe | MIT NewsMIT News (https://news.mit.edu/2024/building-better-ai-helper-starts-with-modeling-irrational-behavior-0419) To build AI systems that can collaborate effectively with humans, it helps to have a good model of human behavior to start with. But humans tend to…
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Using Deep Learning To Image The Earth’s Planetary Boundary Layer
Lincoln Laboratory researchers are using AI to get a better picture of the atmospheric layer closest to Earth’s surface. Their techniques could improve weather and drought prediction. Haley Wahl | MIT Lincoln LaboratoryMIT News (https://news.mit.edu/2024/using-deep-learning-image-earths-planetary-boundary-layer-0418) Although the troposphere is often thought of as the closest layer of the atmosphere to the Earth’s surface, the planetary boundary layer…
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Model Innovators: How Digital Twins Are Making Industries More Efficient
From Taiwan to Germany, companies are seeing the benefits of physics-informed models and simulations with NVIDIA Modulus and Omniverse. A manufacturing plant near Hsinchu, Taiwan’s Silicon Valley, is among facilities worldwide boosting energy efficiency with AI-enabled digital twins. A virtual model can help streamline operations, maximizing throughput for its physical counterpart, say engineers at Wistron, a global…
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Anthropic’s Claude 3 Sonnet And Claude 3 Haiku Are Now Generally Available On Vertex AI
Earlier this month, we shared the news that Anthropic’s Claude 3 family of models would soon be available to Google Cloud customers on Vertex AI Model Garden. Today, we’re announcing that Claude 3 Sonnet and Claude 3 Haiku are generally available to all customers on Vertex AI. Claude 3 Opus, Anthropic’s most capable and intelligent model to date, will also be available on Vertex…
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On-Device ML Research With MLX And Swift
The Swift programming language has a lot of potential to be used for machine learning research because it combines the ease of use and high-level syntax of a language like Python with the speed of a compiled language like C++. MLX is an array framework for machine learning research on Apple silicon. MLX is intended for…
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AWS Is Readying LLM-Based Debugger For Databases To Take On OpenAI
AWS researchers have published a paper that pitches a proprietary LLM-based debugger, dubbed Panda, against OpenAI’s GPT-4. AWS researchers are working on developing a large language model-based debugger for databases in an effort to help enterprises solve performance issues in such systems. Dubbed Panda, the new debugging framework has been designed to work in a manner…
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AI Agents Help Explain Other AI Systems
MIT researchers introduce a method that uses artificial intelligence to automate the explanation of complex neural networks. Rachel Gordon | MIT CSAILhttps://news.mit.edu/2024/ai-agents-help-explain-other-ai-systems-0103 Explaining the behavior of trained neural networks remains a compelling puzzle, especially as these models grow in size and sophistication. Like other scientific challenges throughout history, reverse-engineering how artificial intelligence systems work requires…