systems
Artificial Intelligence
A Silent Evolution in AI: The Rise of Compound AI Systems Beyond Traditional AI Models
As we navigate the recent artificial intelligence (AI) developments, a subtle but significant transition is underway, moving from the reliance on standalone AI models like large language models (LLMs) to the more nuanced and...
Artificial Intelligence
AI agents help explain other AI systems
Explaining the behavior of trained neural networks stays a compelling puzzle, especially...
Artificial Intelligence
Practices for Governing Agentic AI Systems
Agentic AI systems—AI systems that may pursue complex goals with limited direct supervision—are prone to be broadly useful if we are able to integrate them responsibly into our society. While such systems have substantial...
Artificial Intelligence
Search algorithm reveals nearly 200 latest sorts of CRISPR systems
Microbial sequence databases contain a wealth of knowledge about enzymes and other...
Artificial Intelligence
Super Charge Your ML Systems In 4 Easy Steps
Welcome to the rollercoaster of ML optimization! This post will take you thru my process for optimizing any ML system for lightning-fast training and inference in 4 easy steps.Imagine this: You finally get placed...
Artificial Intelligence
Constructing Higher ML Systems — Chapter 4. Model Deployment and Beyond
When deploying a model to production, there are two vital inquiries to ask:Should the model return predictions in real time?Could the model be deployed to the cloud?The primary query forces us to choose from...
Artificial Intelligence
These latest tools could make AI vision systems less biased
Traditionally, skin-tone bias in computer vision is measured using the Fitzpatrick scale, which measures from light to dark. The dimensions was originally developed to measure tanning of white skin but has since been...
Artificial Intelligence
Latest AI systems could speed up our ability to create weather forecastsÂ
The primary, developed by Huawei, details how its recent AI model, Pangu-Weather, can predict weekly weather patterns all over the world far more quickly than traditional forecasting methods, but with comparable accuracy. ...
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