Enhancing Intelligent Real-Time Monitoring Using Real-Time Digital Twins

Aggressive data reduction can produce the opposite of its intended effect. While sampling or heavy aggregation may reduce the apparent complexity of individual queries, they also remove the fine-grained signals that multi-step reasoning depends on.

Frontier AI is here, and the industry must adapt to the changes it brings. Security teams can still get ahead by testing and protecting their systems before attackers discover widespread vulnerabilities and novel ways to exploit them.

In this week’s real-time analytics news: The Linux Foundation launched the Tokenomics Foundation to focus on the creation of open industry standards, benchmarks, and best practices for the economics of AI.

Agentic AI will not scale because agents become more capable. It will scale when enterprises can trust the operating system around them.