Our approach to AI safety
Ensuring that AI systems are built, deployed, and used safely is critical to our mission.
Implement unified text and image search with a CLIP model using Amazon SageMaker and Amazon OpenSearch Service
The rise of text and semantic search engines has made ecommerce and retail businesses search easier for its consumers. Search engines powered by unified text and image can provide extra flexibility in search solutions. You can use both text and images as queries. For example, you have a folder of hundreds of family pictures in …
Google’s Cloud TPU v4 provides exaFLOPS-scale ML with industry-leading efficiency
Editor’s note: Today, two legendary Google engineers describe the “secret sauce” that has made TPU v4 a platform of choice for the world’s leading AI researchers and developers for training machine learning models at scale. Norm Jouppi is the chief architect for all Google’s TPUs, from TPU v1 to TPU v4. He is a Google …
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NVIDIA Takes Inference to New Heights Across MLPerf Tests
MLPerf remains the definitive measurement for AI performance as an independent, third-party benchmark. NVIDIA’s AI platform has consistently shown leadership across both training and inference since the inception of MLPerf, including the MLPerf Inference 3.0 benchmarks released today. “Three years ago when we introduced A100, the AI world was dominated by computer vision. Generative AI …
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Why you don’t need big data to train ML
There are ways to train machine learning algorithms without big data, from lightweight algorithms to active learning. Here are a few of them.Read More
A Mug Shot Could Play Right Into Trump’s Hands
Think the former president would be shamed by a mug shot? Think again.
Robots predict human intention for faster builds
Humans have a way of understandings others’ goals, desires and beliefs, a crucial skill that allows us to anticipate people’s actions. Taking bread out of the toaster? You’ll need a plate. Sweeping up leaves? I’ll grab the green trash can. This skill, often referred to as ‘theory of mind,’ comes easily to us as humans, …
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Augmenting reality with Stable Diffusion. Just experimenting.
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Deep Learning with PyTorch (9-Day Mini-Course)
Last Updated on April 5, 2023 Deep learning is a fascinating field of study and the techniques are achieving world class results in a range of challenging machine learning problems. It can be hard to get started in deep learning.Which library should you use and which techniques should you focus on? In this 9-part crash …
AI progress is scaring people
TL;DR The Future of Life Institute calls for a 6-month AI moratorium. Image Credit Pause Giant AI Experiments: An Open Letter … We call on all AI labs to immediately pause for at least 6 months the training of AI systems more powerful than GPT-4. — Future of Life Institute The Future of Life Institute …