NEWS IN BRIEF: AI/ML FRESH UPDATES

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Revolutionizing American Battery Technology

GM's Kurt Kelty details next-gen battery tech advancements, focusing on affordability, performance, and supply chain localization. LMR batteries set to revolutionize EV market with cost-effective, high-range solution by 2028.

Bypassing AI Safety with Poetry

Researchers from Italy's Icaro Lab found that poems with prompts for harmful content can easily deceive AI models, posing a challenge for language prediction technology. DexAI's experiment revealed the vulnerability of AI models to producing harmful content when faced with unpredictable linguistic structures in poetry.

Amazon Workers Sound Alarm on AI Impact

Over 1,000 Amazon workers express concerns about AI development, citing "warp-speed" approach causing damage to democracy, jobs, and the earth. Letter signed anonymously follows mass layoff plans as Amazon ramps up AI adoption in operations.

AI watchdogs caution parents on smart toy dangers

Consumer advocates are battling the $16.7bn global smart-toy market over surveillance and lack of regulation, raising concerns about AI's impact on children's safety and development. Calls for increased testing and government oversight are mounting as the holiday season approaches.

Solving Matrix Inversion with SVD in C#

C# function computes Moore-Penrose pseudo-inverse of non-square matrices using singular value decomposition (SVD), making complex computations easier. Implementing from-scratch SVD-Jacobi for pseudo-inverse proved less stable than using QR-Householder method.

Master Decision Tree Regression in C#

Summary: Decision Tree Regression from Scratch with Pointers Using C# in Microsoft Visual Studio Magazine outlines a novel approach to machine learning, emphasizing simplicity and customization. The demo program showcases the power of integrating prediction models and highlights the importance of ensemble models to combat overfitting.

Ultimate Guide to Amazon Nova Sonic Telephony Integration

Amazon Nova Sonic offers real-time, natural voice interactions for telephony systems, ideal for call centers and automated receptionist use cases. Integrating with SIP infrastructure, Nova Sonic connects to traditional phone systems and cloud communications for seamless voice interactions.

Immersive Theater with AWS AI at UCLA

UCLA's OARC and REMAP collaborated to create AI microservices for an immersive Xanadu musical production. AWS services supported real-time media creation by audience members using mobile phone gestures.

Enhance Security with Bedrock AgentCore Gateway Interceptors

Enterprise AI deployments face a scaling challenge in managing secure access to thousands of tools. Amazon Bedrock introduces gateway interceptors for fine-grained security and dynamic access control, addressing complex schema translation and data protection between MCP and downstream APIs.

Adapting to AI: Evolving the Workforce

AI tools are now a standard in workplaces, transforming how work is done. To successfully integrate AI, address organizational debt and embrace distributed decision-making, as outlined in the AWS whitepaper by Jonathan Brill.