NEWS IN BRIEF: AI/ML FRESH UPDATES

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Secure Your Sensitive Data with Amazon Bedrock

RAG applications enhance AI tasks with contextually relevant info, but require careful security measures to protect sensitive data. AWS offers generative AI security strategies like Amazon Bedrock Knowledge Bases to safeguard privacy and create appropriate threat models.

Predicting the Point of No Return in Chemical Reactions

MIT researchers have developed a machine-learning model that predicts chemical reaction transition states in less than a second, aiding in the design of sustainable processes to create useful compounds. The model could streamline the process of designing pharmaceuticals and fuels, making it easier for chemists to utilize abundant natural resources efficiently.

Accelerating Enterprise AI Adoption with NVIDIA NeMo Tools

NVIDIA NeMo microservices enable enterprise IT to build AI teammates that improve productivity by tapping into data flywheels. NeMo tools like Customizer and Evaluator help optimize AI models for accuracy and efficiency, enhancing compliance and security measures.

Fair Pay for UK Authors in AI Training

Publishers and writers back a new collective licence by UK licensing bodies, allowing authors to be compensated for AI model training. The Copyright Licensing Agency, led by the Publishers’ Licensing Services and the Authors’ Licensing and Collecting Society, will introduce this groundbreaking initiative in the summer.

Revolutionizing Water Efficiency with NVIDIA Blackwell

AI data centers are transitioning to liquid cooling systems like the NVIDIA GB200 NVL72 and GB300 NVL72 to efficiently manage heat, energy costs, and achieve significant cost savings. Liquid cooling enables higher compute density, increased revenue potential, and up to 300x more water efficiency compared to traditional air-cooled architectures, revolutionizing the way data centers operate.

Amazon Q Business Accuracy Assessment - Part 2

Amazon Q Business offers a fully managed RAG solution for companies, focusing on evaluation framework implementation. Challenges in assessing retrieval accuracy and answer quality are discussed, with key metrics highlighted for a generative AI solution.

AI Revolutionizing Fashion with Norma Kamali

Fashion icon Norma Kamali explores AI's creative potential in partnership with MIT, redefining the future of fashion through generative AI. Kamali's innovative approach uses AI to reinterpret her iconic styles, embracing unexpected results and AI-generated anomalies as sources of inspiration.

Unleashing the Power of MapReduce

MapReduce is a programming model by Google for large-scale data processing in a parallel, distributed manner. It breaks tasks into map and reduce operations, ideal for optimizing compute tasks.

Maximize Savings with Amazon Bedrock Routing

Amazon Bedrock Intelligent Prompt Routing now offers general availability, allowing for efficient routing between different foundation models based on cost and response quality. Users can choose default prompt routers or configure their own for more control over routing configurations, with options to select models from the Anthropic, Meta, and Nova families.

Unveiling the Power of Radial Basis and Kernel Functions

Young Data Scientists at a tech company lacked knowledge of the essential kernel function, specifically the radial basis function (RBF). RBF measures similarity between vectors, with two different definitions, one involving sigma and the other involving gamma.