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FedPart: A New AI Technique for Enhancing Federated Learning Efficiency through Partial Network Updates and Layer Selection Strategies
Federated Learning is a distributed method of Machine Learning that puts user privacy first by storing data locally and never centralizing it on a server. Numerous applications have successfully used this technique, especially those requiring sensitive data like healthcare and banking. Each training round in classical federated learning involves a complete update of all model…
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Can LLMs Follow Instructions Reliably? A Look at Uncertainty Estimation Challenges
Large Language Models (LLMs) have potential applications in education, healthcare, mental health support, and other domains. However, their accuracy and consistency in following user instructions determine how valuable they are. Even small departures from directions might have serious repercussions in high-stakes situations, such as those involving delicate medical or psychiatric guidance. The ability of LLMs…
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LinkedIn founder Reid Hoffman unveils ‘super agency’ vision at TED AI conference, takes subtle shot at Elon Musk
LinkedIn co-founder Reid Hoffman introduces ‘super agency’ framework for AI development, dismissing near-term election risks while advocating for balanced regulation and human-AI collaboration in emerging cognitive technologies.Read More
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Ataccama Introduces AI Agent For Enhanced Data Management
Ataccama has launched its new Ataccama ONE AI Agent designed to advance autonomous AI capabilities in data handling and support decision-making processes across various applications. Ataccama ONE AI Agent is part of the Ataccama ONE data trust platform and can independently execute complex tasks with minimal guidance. The agent autonomously selects the best method for…
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DeepMind and Hugging Face release SynthID to watermark LLM-generated text
SynthID makes subtle changes to LLM-generated text to create a statistical signature while preserving the quality of the output.Read More
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The 30 Best Horror Movies on Netflix, Max, and Beyond (2024)
From imported gore to found footage frights, these movies are sure to get you into the spirit of the season.
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AI scams have infiltrated the knitting and crochet world – why it matters for everyone
Using AI, scammers are creating frustrating – and expensive – problems for makers. Here’s how to spot AI-generated patterns – and why anyone who relies on downloaded instructions should pay attention.
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Chinese Hackers Target Trump Campaign via Verizon Breach
Plus: Apple offers $1 million to hack its AI cloud infrastructure, Iranian hackers successfully peddle stolen Trump campaign docs, Russia hacks the nation of Georgia, and a “cyberattack” that wasn’t.
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Video Friday: Swiss-Mile Robot vs. Humans
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. Humanoids 2024: 22–24 November 2024, NANCY, FRANCE Enjoy today’s videos! Swiss-Mile’s robot (which is really…
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Google Photos will soon label images edited with AI – here’s what it’ll look like
The company says its AI transparency work is not done and it’s still looking for ways to disclose more information about AI edits.