Data modeling creates a conceptual representation of data relationships. Kimball's dimensional modeling offers high-performance access and scalability for changing business needs.
Artificial intelligence is transforming the film industry, raising questions about authenticity and transparency. Generative AI is rapidly evolving, leaving filmmakers in a "wild west" of ethical dilemmas.
Investors question ROI on $1tn AI spending as Meta releases powerful Llama 3.1 405B system for free. Zuckerberg's $10.5bn chip investment highlights the high costs of AI development.
Paris is on high alert for the Olympics, with 40,000 barriers and AI surveillance to counter security threats. French officials have flagged hundreds of potential extremists, sparking concerns over privacy and civil liberties.
Continual Learning is essential for AI models to adapt to changing environments without losing previously acquired knowledge. Researchers explore methods like regularisation and replay to balance stability and plasticity in model training.
Development of ChatGPT and similar tech will plateau, like smartphones. Latest iPhone 15 features A17 Pro chip, terabyte storage, and incremental upgrades.
Ars Technica partners with IBM for in-person events on IT resiliency and the future at Space Center Houston. This year, two gatherings on the coasts will feature panel discussions and happy hours for networking.
Video game performers to strike over AI protections after failed negotiations with major studios, including Activision and Warner Bros. Second work stoppage for Sag-Aftra members in nearly two years.
Google research: 31% of jobs insulated, 61% transformed by AI. Two-thirds of British jobs could be 'enhanced' with AI, only a small portion at risk.
Evals are critical in understanding AI model performance. Product managers should lead eval design to align model goals with user experience.
Amazon Q Business is an AI-powered assistant that helps enterprises unlock data value and streamline tasks. Integration with Microsoft SharePoint enhances productivity and collaboration by providing instant answers, accelerating research, streamlining content creation, automating workflows, and enhancing collaboration.
ML Model Registry organizes ML teams' work, facilitating model sharing, versioning, and deployment for faster collaboration and efficient model management. Weights & Biases Model Registry streamlines ML activities with automated testing, deployment, and monitoring, enhancing productivity and performance.
Google DeepMind's AI systems AlphaProof and AlphaGeometry 2 impressed by solving four IMO problems, almost reaching gold medal level. AlphaProof uses reinforcement learning in Lean, while AlphaGeometry 2 is an upgraded geometry-solving model powered by Gemini.
Summary: Learn about dimensionality reduction using a neural autoencoder in C# from the Microsoft Visual Studio Magazine. The reduced data can be used for visualization, machine learning, and data cleaning, with a comparison to the aesthetics of building scale airplane models.
Learn how to build an interactive chatbot using streaming with open source tools like Burr and FastAPI for a seamless user experience. Streaming text word by word can make AI applications more engaging and responsive, enhancing user interaction and experience.