NEWS IN BRIEF: AI/ML FRESH UPDATES

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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.

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.

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.

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.

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.

Maximizing Results with Small Samples

Learn how to design precise experiments using optimization in Python with a step-by-step guide. Optimization-based approach improves statistical inference, reducing experimental costs in disciplines like oncology.

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.

Black Ops 6: Cloud Gaming Revolution

GeForce NOW introduces Call of Duty: Black Ops 6 and Romancing SaGa 2: Revenge of the Seven, among other new titles. Black Ops 6 features the Omnimovement system and 16 new maps, while Romancing SaGa 2 offers a remake with new features and an engaging storyline.

Maximize LLMs with AWS Glue for Apache Spark

Large Language Models (LLMs) are versatile, with potential to transform content creation and search engines. Retrieval Augmented Generation (RAG) optimizes LLM output by referencing external knowledge bases, enhancing relevance and accuracy.

Maximize Call Analytics with Amazon Q in QuickSight

Amazon Web Services offers AI solutions like Post Call Analytics to enhance customer service by providing actionable insights from call recordings. Amazon Q in QuickSight enables users to easily analyze post-call data and generate visualizations for data-driven decisions.