NEWS IN BRIEF: AI/ML FRESH UPDATES

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Starmer: Media Control in AI

Keir Starmer pledges to support media outlets in getting paid for their work amid AI advancements. PM vows to protect press freedoms against digital technology threats.

Real-time Model Monitoring with Amazon SageMaker

Customized model monitoring with Amazon SageMaker is crucial for real-time AI/ML scenarios. SageMaker Model Monitor offers advanced capabilities for monitoring model quality and handling multi-payload requests, accelerating customized model monitoring development.

Unveiling Musical Layers: GNNs in Symbolic Piano Music

Summary: A GNN Approach to Voice and Staff Prediction for Score Engraving addresses the challenge of separating musical notes into voices and staves, crucial for creating readable musical scores. The system aims to enhance the readability of transcribed music, particularly for complex piano pieces, by improving the separation of staves and voices.

The Return of Michael Parkinson: AI Voice Deception

Sir Michael Parkinson's son reveals plans for a digital replica to interview new stars, following in his father's iconic footsteps in showbiz history. The replica will bring back the charm and impact of classic interviews, revolutionizing the chatshow scene once again.

Balancing Data: A Visual Guide to Sampling Techniques

Data preprocessing involves techniques like missing value imputation and oversampling for better classification model accuracy. Oversampling, undersampling, and hybrid sampling methods help balance datasets for more accurate predictions in machine learning challenges.

Building a Scalable AI Assistant with Amazon Bedrock

Planview developed an AI assistant called Planview Copilot using Amazon Bedrock, revolutionizing project management interactions. The multi-agent system allows for efficient task routing and personalized user experiences, enhancing productivity and decision-making.

AI Garden: Plants that Talk Back

Tom Massey collaborates with Microsoft to unveil the Avanade "intelligent" garden at Chelsea flower show 2025. Visitors can interact with the garden, equipped with AI and sensors, to receive plant data and gardening advice.

Revolutionizing Indian Manufacturing with NVIDIA AI and Omniverse

Indian manufacturers and service providers are leveraging NVIDIA Omniverse for factory planning and automation. Ola Electric and Reliance Industries are utilizing Omniverse for faster time to market and solar panel factory planning, showcasing the power of AI in India's manufacturing industry.

Building Real-World RAGs: Lessons from GenAIIC

AWS GenAIIC helps customers with generative AI, focusing on Retrieval-Augmented Generation (RAG) for chatbots. RAG architecture involves retrieval, augmentation, and generation, with a key emphasis on optimizing the retriever for efficient document ingestion.

Master Winnow Classification with C# in Visual Studio

The October 2024 Microsoft Visual Studio Magazine article demonstrates Winnow algorithm binary classification using Congressional Voting Records Dataset. Winnow model training involves adjusting weights based on predicted vs. actual outcomes, with alpha value usually set at 2.0.

Mastering LLMs with Middle School Math

Article explains inner workings of Large Language Models (LLMs) from basic math to advanced AI models like GPT and Transformer architecture. Detailed breakdown covers embeddings, attention, softmax, and more, enabling recreation of modern LLMs from scratch.