NEWS IN BRIEF: AI/ML FRESH UPDATES

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AI Threatens Publisher Traffic

Media companies anticipate a decline in web traffic from online searches due to AI summaries and chatbots. Majority plan to have journalists create short-form video and audio content akin to YouTube and TikTok.

Unlocking Crossmodal Search with Amazon Nova Embeddings

Amazon Nova Multimodal Embeddings simplifies crossmodal search by processing text, images, video, and audio in a single model architecture within Amazon Bedrock. This unified approach enables direct similarity calculations across different content types, eliminating the need for separate embedding models and improving user experience in ecommerce applications.

Enhancing Sentiment Analysis with AWS Generative AI

Sentiment analysis is vital for modern enterprises to interpret customer emotions at scale. AWS offers tools like Amazon Transcribe and Amazon Comprehend to address challenges in text and voice-based sentiment analysis, enhancing customer experiences.

Revolutionizing Construction Safety with AI on Amazon SageMaker

TrueLook and AWS collaborated to create an AI-powered construction safety monitoring system that automatically detects PPE to improve accountability and reduce risks on construction sites. This innovative solution utilizes high-resolution cameras, live video streaming, and AI insights to identify safety issues in real-time, moving from manual checks to a scalable approach for enhancing overall ...

Boosting LLM Inference Speed on Amazon SageMaker AI

Foundation models and large language models have rapidly scaled, with models like DeepSeek-V3 boasting 671 billion parameters. Deploying these models at scale is costly, but post-training quantization offers a practical solution to make large models more efficient for real-world applications.

Reform UK Candidate Apologizes for Offensive Tweet

Chris Parry, Hampshire and Solent mayoral candidate, defends 'ironic' post as Downing Street plans special help for pubs facing rising business rates. £4.3bn support for most business properties, with capped increases and lower rates for retail, hospitality, leisure from April, amid AI technology bugs and political battle against @elonmusk for free speech.

Virtual Love: Lamar's AI Girlfriend Dilemma

As synthetic personas become more common, some turn to chatbot lovers for predictable companionship after human betrayal. Lamar's raw anger led him to embrace AI for simplicity and predictability, free from lies and betrayals.

Protecting Privacy with Amazon Bedrock Data Automation

Automated PII detection and redaction solution by Amazon Bedrock ensures consistent protection of sensitive data in emails and attachments. The system offers secure data management workflows and a user-friendly interface for efficient communication management.

Revolutionizing Medical Content Review with Amazon Bedrock

Flo Health partners with AWS to develop MACROS, an AI-powered solution for verifying and updating medical content at scale. This innovative approach ensures accuracy, efficiency, and quality in providing medically credible information to millions of users worldwide.

Efficient Kernel Ridge Regression in JavaScript

Article explores kernel ridge regression in JavaScript, showcasing model training and accuracy with Cholesky matrix inverse. Demo program highlights RBF kernel function and two main training techniques: matrix inverse and stochastic gradient descent.