Machine learning regression predicts values using metrics like accuracy, MSE, RMSE, and R2. R2 explains model variance, crucial for comparing different regression models like scikit-learn in Python.
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.
Albanese government's AI roadmap prioritizes economic benefits, plans to unlock vast datasets for training AI models. Focus on reskilling workers, boosting datacentre investment, and sharing productivity benefits across the economy.
MIT students traveled to Norway to explore cutting-edge aquaculture technologies, working on AI fish feeding optimization and underwater vehicle manipulation projects at SINTEF Ocean. Norway's aquaculture industry utilizes advanced tools like robots, sensors, and decision-making systems to optimize feeding and improve efficiency.
Avatar director James Cameron criticizes generative AI actors, calling them "horrifying" and "an average". Cameron expresses disdain for AI technology in creating characters and performances, emphasizing the importance of human experience in filmmaking.
NVIDIA expands open-source AI models for researchers at NeurIPS. Introducing Alpamayo-R1, the world's first open reasoning VLA model for autonomous driving, enhancing AV safety and advancing AI reasoning capabilities.
MIT PhD candidate Benjamin Manning explores designing AI agents to act on behalf of people and shape markets. His research aims to accelerate social scientific discovery by simulating human responses with AI, potentially revolutionizing research methods.
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.
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.
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.
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.
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.
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.
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.