Artificial Immune Systems (AIS) mimic biological immune systems for intrusion detection, using antibodies to detect suspicious network packets. A demo simulation in C# showcases how lymphocytes trigger alerts only after a specified threshold of detections, reducing false alarms.
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.
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.
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.
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.
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.
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.
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.
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.
Regulatory compliance in finance is crucial for protecting individuals, institutions, and the economy. Utilizing tools like Weights & Biases can help manage AI deployments and ensure compliance with regulatory standards, promoting fairness and transparency in the financial sector.
Evals are critical in understanding AI model performance. Product managers should lead eval design to align model goals with user experience.
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.