NEWS IN BRIEF: AI/ML FRESH UPDATES

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Reimagining AI Training Costs: Beyond Hardware

Hardware choices and training time impact energy, water, and carbon footprints during AI model training. Longer training time can decrease energy efficiency by 0.03% per hour, highlighting environmental costs of AI adoption.

Discover Your True Age with FaceAge AI

New technology FaceAge.Age uses selfies to scientifically assess aging, promising a simple way to track changes over time. This innovative approach could revolutionize how we monitor our aging process.

House of Lords challenges government on AI

House of Lords backs amendment to data bill, forcing AI companies to disclose use of copyrighted material, against government wishes. Peers demand transparency in AI models, a blow to government's plans for copyright protection.

Revolutionize IT Support with Amazon Q Business

Amazon Q Business offers scalable AI assistance for IT support teams, enhancing productivity with natural language understanding and personalized responses. By integrating with Jira and customizing knowledge bases, Amazon Q streamlines troubleshooting processes, reducing time and effort for resolving IT challenges.

PSO-Powered Linear SVR in C#

Training linear SVR is challenging due to its non-calculus differentiable loss function, leading to the exploration of PSO over evolutionary algorithms. Using PSO for linear SVR training yielded superior results, showcasing the importance of parameter tuning for optimizing predictive models.

Cracking the Code: Mastering MCP in Action

Model Context Protocol (MCP) is essential for integrating custom tools with Claude Desktop, providing a centralized way to manage tools across multiple interfaces. Compared to traditional methods like RAG, MCP allows for seamless integration without the need to build a custom server from scratch.

Clearing the Mind: Empowering LLMs

Recent large language models like OpenAI's o1/o3 and DeepSeek's R1 use chain-of-thought (CoT) for deep thinking. A new approach, PENCIL, challenges CoT by allowing models to erase thoughts, improving reasoning efficiency.

The Irreplaceable Human Touch in Therapy

Dr. Roman Raczka warns against AI therapy chatbots replacing human support in mental health care, highlighting the importance of genuine human interaction. While AI offers benefits, concerns about data privacy and dependency on technology persist, yet it can provide a valuable 24/7 anonymous space to complement in-person mental health services.