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.
OpenAI's ChatGPT-5 criticized for offering harmful advice to individuals in mental health crises. Research by King’s College London and ACP highlights the chatbot's failure to identify risky behavior.
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.
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.
Former 7.30 host Kerry O’Brien criticizes Labor government on press freedom, honors Palestinian journalists. Speech at Walkley awards emphasizes importance of independent media.
Consumers warned of AI-powered scams during sales season. 'Ghost store' operators deceive shoppers with fake local brands.
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.
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.
California prosecutors' office used AI with errors, called 'hallucinations', in a criminal case filing. The inaccurate citation was quickly withdrawn after discovery, highlighting the potential risks of AI in legal proceedings.
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.
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.
Warner Music settles copyright lawsuit with Suno, signs licensing deal for AI song generator. Warner becomes first major label to partner with Suno, representing Coldplay and Ed Sheeran.
Myriad Genetics partners with AWS to enhance healthcare document processing, reducing costs and improving speed with generative AI. Challenges with existing system addressed through Amazon Bedrock and Nova foundation models, optimizing document classification and key information extraction for high accuracy.
Condé Nast modernizes contract processing with Amazon Bedrock and Anthropic’s Claude, boosting efficiency and accuracy. AWS develops automated solution for parsing, comparison, and data visualization, enhancing rights analysis workstreams for the media giant.
OpenAI denies responsibility for California teen's suicide linked to ChatGPT, claims misuse of system not cause of death. Lawsuit filed against OpenAI and CEO Sam Altman by family of Adam Raine.