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AI uses night-vision camera to diagnose sleep apnoea from home
Researchers from Seoul National University, Seoul National University College of Medicine, and Columbia University have developed an AI-driven camera system that can diagnose obstructive sleep apnoea (OSA) from home. The system, called SlAction, uses infrared videos to monitor sleep patterns and has demonstrated an 88% accuracy rate in identifying OSA. This offers an alternative to…
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Meta used posts from Facebook and Instagram to train its AI models
Meta used public posts and comments from Facebook and Instagram to train its new AI assistant. They consciously avoided using private posts shared among family and friends. Meta’s President of Global Affairs, Nick Clegg, stated that the majority of the data used for training was publicly available and they excluded datasets with heavy personal information.…
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Deep dive into pandas Copy-on-Write mode — part III
The text summarizes an article about pandas Copy-on-Write (CoW) mode. The article explains the impact of the introduction of CoW on existing pandas code and provides guidance on how to adapt code to avoid errors. It discusses topics such as chained assignment, patterns to avoid, accessing the underlying NumPy array, and concludes by stating that…
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Researchers from UT Austin Introduce MUTEX: A Leap Towards Multimodal Robot Instruction with Cross-Modal Reasoning
Researchers from UT Austin have developed a framework called MUTEX that aims to improve robot capabilities in assisting humans. By integrating policy learning from various modalities such as speech, text, images, and videos, MUTEX enables robots to understand and execute tasks using different forms of communication. The framework’s training process involves masked modeling and cross-modal…
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Bing’s AI chatbot vulnerable to malicious ads, researchers warn
Microsoft’s AI-driven search tool, Bing Chat, has been found to have vulnerabilities that allow for the integration of malicious ads. Users may unknowingly be redirected to phishing sites when clicking on these ads, leading to the download of malware onto their systems. Malwarebytes has alerted Microsoft to these issues, but no action has yet been…
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‘Talk’ to Your SQL Database Using LangChain and Azure OpenAI
This article explores the use of LangChain, an open-source framework, and the Azure OpenAI gpt-35-turbo model to query SQL databases using natural language. It demonstrates how to use LangChain to convert user input into appropriate SQL queries and obtain useful data insights. The article also discusses the scope of the exploration, provides setup instructions, and…
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Hollywood’s strikes near a resolution, but what lies ahead for creatives?
The Writer’s Guild of America (WGA) has reached a draft agreement with the Alliance of Motion Picture and Television Producers (AMPTP), marking the first official industry protections against AI. The agreement includes financial benefits for writers, restrictions on the use of AI tools in scriptwriting, and maintaining writers’ recognition for their work. While the focus…
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Zuckerberg Reveals New Avatar Tech on Lex Fridman Podcast
Mark Zuckerberg showcased a new avatar technology on the Lex Fridman podcast, using lifelike avatars created through Meta’s Quest 3 headsets and noise-canceling headphones. The demonstration received admiration and respect, marking a shift in perception of Meta’s metaverse investments. The technology, named Codec Avatars, aims to create real-time, photorealistic avatars but is currently only accessible…
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TalkToModel: Interface for Understanding ML Models
TalkToModel is a new platform that enables users to have open conversations with machine learning models. It allows users to understand and communicate with the models using natural language and also provides explanations of their predictions and how they operate.
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📝 Guest Post: Build Trustworthy LLM Apps With Rapid Evaluation, Experimentation and Observability*
Galileo introduces LLM Studio, a platform that helps developers create trustworthy LLM apps by enabling rapid evaluation, experimentation, and observability. The platform addresses the challenges of holistic evaluation, rapid experimentation, and actionable observability. It offers modules for prompt engineering, fine-tuning, and monitoring, and provides a unified platform for continuous improvement. Galileo also offers a set…