Data modeling creates a conceptual representation of data relationships. Kimball's dimensional modeling offers high-performance access and scalability for changing business needs.
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.
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.
Companies facing backlash after introducing AI-generated entities for product recommendations, leading to apologies and cancellations. Anti-AI sentiment on the rise as consumers reject fake AI-generated content in various industries.
Development of ChatGPT and similar tech will plateau, like smartphones. Latest iPhone 15 features A17 Pro chip, terabyte storage, and incremental upgrades.
Elon Musk's X platform faces backlash for violating UK and EU GDPR rules by using pre-ticked consent boxes. Data regulators are investigating X for obtaining user consent for AI systems without their knowledge.
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.
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.
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.
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.
OpenAI tests SearchGPT, an AI-powered search engine challenging Google's dominance. Launching with select users, aiming for wider rollout.
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.
Businesses are investing in data science teams to leverage ML systems for better outcomes. MLOps applies DevOps principles to continuously operate large-scale ML systems for improved collaboration and automation.
Implementing hardware resiliency in training infrastructure is key to uninterrupted model training. AWS introduces Neuron node problem detector for fault-tolerant ML training on Amazon EKS, automating issue detection and recovery.
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.