NEWS IN BRIEF: AI/ML FRESH UPDATES

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Choosing the Best Encoding for Neural Networks

Using one-over-n-hot encoding for categorical variables in a neural network shows promising results, with better generalization (95% vs. 90% accuracy) but inconclusive findings. The approach adds information to predictor variables, potentially enhancing prediction accuracy in data analysis tasks.

AgentCore Identity: Securing AI at Scale

Introducing Amazon Bedrock AgentCore Identity for AI agents, providing secure access to AWS resources and third-party tools. AgentCore Identity solves complex security challenges for enterprise AI agents, managing identities, credentials, and authentication at scale.

AI Revolutionizing RNA Therapy Development

MIT researchers use AI to design nanoparticles for efficient RNA therapy delivery, accelerating vaccine development. Novel approach could treat metabolic disorders faster, aided by innovative machine-learning model.

Enhancing Salesforce with Amazon SageMaker AI

Salesforce and AWS collaborate to optimize AI model deployment for cost efficiency and performance, leveraging Amazon SageMaker AI. Salesforce AI Platform team tackles challenges of GPU utilization and resource efficiency with innovative strategies on SageMaker AI endpoints.

Trump's Science Research Cuts Endanger AI Action Plan

Trump's AI Action Plan aims to boost US dominance over China in AI, but cuts to scientific research funding may undermine progress. Experts warn that cuts to agencies like NIH, NSF, DARPA, and NASA could threaten the research environment that led to AI advancements.