Cognitive Computing: An Antidote to the Data-Intensive Age

To properly scale AI requires a focus on strong architecture, unifying data, and implementing strict governance.

The Agentic AI Foundation (AAIF), which focuses on the development of an open-standard agentic AI stack, announced that 57 new members have joined the effort over the past quarter.

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.