Shared Nearest Neighbors (SNN) metric enhances outlier detection, prediction, and clustering in high-dimensional datasets. SNN plays a crucial role in popular algorithms like k Nearest Neighbors and is vital for distance-based methods in clustering and outlier detection.
MIT chemists developed Crystalyze, an AI model, to determine structures of powdered crystals, aiding in material characterization for various applications. The model, trained on data from the Materials Project, could solve structures of thousands of materials with unsolved X-ray diffraction patterns.
AdaBoost is a powerful binary classification technique showcased in a demo for email spam detection. While AdaBoost doesn't require data normalization, it may be prone to model overfitting compared to newer algorithms like XGBoost and LightGBM.
Meta and AWS collaborate to showcase torchtune, a PyTorch library simplifying fine-tuning of LLMs, optimizing performance and cost efficiency. Challenges in fine-tuning LLMs addressed with LoRA and QLoRA strategies, providing user-friendly training recipes for businesses.
MIT Entrepreneurship JetPack, an AI tool, offers guidance based on prompts, helping entrepreneurs with research and planning. The tool, part of the Orbit platform, streamlines the startup process, providing recommendations for market segments, pricing, and more.
Lionsgate partners with Runway to use AI on film and TV library for creative augmentation, including hit franchises like John Wick. The collaboration aims to empower filmmakers with AI technology to enhance their projects.
FBI dismantles massive Chinese state botnet, Raptor Train, compromising 260,000 devices worldwide for 4 years. Second China-operated botnet taken down this year, highlighting the ongoing threat from state-sponsored hackers.
"SocialAI app blurs line between reality and conspiracy theory by allowing users to interact with AI chatbots only." "Criticism arises as software developer Michael Sayman launches AI-populated social network app."
Amazon SageMaker HyperPod is designed to optimize FM training by minimizing interruptions from hardware failures, offering benefits like a standby pool of nodes at no extra cost and optimized cluster placement groups. This service ensures seamless training for weeks to months, enhancing customer innovation and reducing time-to-market for models.
Zeta Global's AI/ML innovations, including Email Subject Line Generation and AI Lookalikes, are reshaping customer engagement and setting new benchmarks in marketing technology. The company's shift to a dynamic horizontal structure and development of a proprietary MLOps system highlight its commitment to accelerating project delivery and fostering collaboration among diverse skill sets.
Bill Gates explores AI challenges, revealing eerie truths and bizarre conspiracy theories about himself in his latest book. AI awakening in 2022 raises concerns about creating something more intelligent than humans.
Researchers from MIT and Penn State University found that large language models used in home surveillance can exhibit biases, flagging videos inconsistently based on demographics. The study warns of potential harm if these models are deployed in high-stakes settings due to their unpredictable behavior and lack of understanding of norms and values.
One-fifth of GPs are using AI tools like ChatGPT to assist with tasks such as writing letters for patients. Survey of 1,006 GPs reveals the use of AI chatbots like Bing AI and Google’s Gemini in clinical practice.
New customers lose access to Amazon Lookout for Equipment after October 17, 2024, but AWS offers alternative AI/ML solutions like SageMaker tools and partner options. Explore these resources to find the best fit for your predictive maintenance needs.
Starling Bank research shows 28% targeted by scammers. Social media videos used to clone voices with AI, trick family and friends into sending cash.