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Inside Israel’s Iron Dome AI defence system
Israel’s AI-integrated air defense system, Iron Dome, has been in the spotlight due to the recent conflict with Gaza. Iron Dome has a 90% success rate in intercepting rockets from Hamas and Hezbollah, using radar technology, predictive analytics, and machine learning. AI is also being used in other military operations, such as streamlining logistics and…
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In a New AI Paper, CMU and Google Researchers Redefine Language Model Outputs: How Delaying Responses with Pause Tokens Boosts Performance on QA and Reasoning Tasks
Researchers from Carnegie Mellon University and Google explored the concept of delaying model outputs in language models by adding fake tokens. This technique, called pause training, was found to improve performance on various tasks, including extractive question-answering and reasoning. The team also discovered the optimal number of tokens for each task and observed that decreasing…
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Never-ending Learning of User Interfaces
Machine learning models are being used to predict UI information and improve app accessibility and testing. Currently, these models rely on costly and error-prone human-labeled datasets. While some elements can be guessed from visuals or metadata, programmatically tapping the UI element is the only certain way to determine if it is “tappable.”
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Slower Respiration Rate is Associated with Higher Self-reported Well-being After Wellness Training
Mind-body interventions like mindfulness-based stress reduction (MBSR) can enhance well-being by improving awareness and control of physiological and cognitive states. Researchers examined the impact of MBSR on long-term physiological changes and well-being. They measured respiration rate (RR) and self-reported psychological well-being, distress, and medical symptoms. The study aimed to confirm the hypothesis that lower baseline…
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Use no-code machine learning to derive insights from product reviews using Amazon SageMaker Canvas sentiment analysis and text analysis models
According to Gartner, 85% of software buyers trust online reviews as much as personal recommendations. Machine learning (ML) can help analyze large volumes of customer reviews across multiple channels to gain insights into customer preferences and improve products and services. Amazon SageMaker Canvas offers ready-to-use AI and custom models for sentiment analysis and text analysis…
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Why You (Almost) Can’t Calculate Pi to a Billion Digits in Python at Home
Google set a new world record for calculating the most digits of Pi using the y-cruncher program running on Google Cloud. While math.pi has a precision of 15 digits, the article explores using Ramanujan’s formula and the Chudnovsky algorithm to approximate Pi to higher precision. The limitations of floating point numbers and the accumulation of…
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Meet the Clarifai Champs of the Streamlit LLM Hackathon
The winners of Streamlit’s LLM Hackathon have been announced for building the most interesting Clarifai projects.
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Enhancing Language Models with Analogical Prompting for Improved Reasoning
Researchers from Google DeepMind and Stanford University have developed a technique called “Analogical Prompting” to enhance the reasoning abilities of language models. Traditional prompts and pre-defined examples often fall short in guiding models to solve complex reasoning tasks. Analogical Prompting leverages the generative capabilities of language models to self-generate contextually relevant exemplars for each problem,…
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AI Girlfriends Gain Popularity in the US, Sparking Concerns Over Young Men’s Loneliness
The trend of AI-powered virtual girlfriends is rapidly escalating in the US, but experts are alarmed by the potential increase in loneliness among young men. Liberty Vittert, a data science professor, expressed concerns about the impact of AI girlfriends on male solitude. Multiple apps offering virtual girlfriend experiences have gained popularity, with some users developing…
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BBC blocks ChatGPT bot, explores Gen AI to create content
The BBC has blocked OpenAI’s ChatGPT bot and the Common Crawl bot from scraping its news and media content. The decision follows a trend of websites blocking AI bots from using their data to train AI models. The BBC plans to explore using generative AI in content creation and operations, but acknowledges the risks concerning…