François Chollet, an influential AI researcher, is launching a new startup that aims to build frontier AI systems with novel designs. The startup, Ndea, will consist of an AI research and science lab. It’s looking to “develop and operationalize” AGI. AGI, which stands for “artificial general intelligence,” typically refers to AI that can perform any…
Category: deep learning
Cybersecurity, deep learning, Global Security News, Security Bloggers Network, Snowflake
Anomaly Detection for Cybersecurity
A long promising approach comes of age I won’t revisit the arguments for anomaly detection as a crucial piece of cybersecurity. We’ve seen waves of anomaly detection over the years — and CISA, DARPA, Gartner, and others have explained the value of anomaly detection. As rules-based detections show their age and attackers adopt AI to accelerate their innovation,…
AI, deep learning, Global IT News, Global Security News, quantization, Research, study
A popular technique to make AI more efficient has drawbacks
One of the most widely used techniques to make AI models more efficient, quantization, has limits — and the industry could be fast approaching them. In the context of AI, quantization refers to lowering the number of bits — the smallest units a computer can process — needed to represent information. Consider this analogy: When…