AI SOC vendors are selling a future that production deployments haven’t reached yet

Vendors selling AI-powered security operations platforms have built their pitches around a consistent set of promises: autonomous threat investigation, dramatic reductions in analyst workload, and an accelerating path toward humanless operations. Pract… Continue reading AI SOC vendors are selling a future that production deployments haven’t reached yet

A nearly undetectable LLM attack needs only a handful of poisoned samples

Prompt engineering has become a standard part of how large language models are deployed in production, and it introduces an attack surface most organizations have not yet addressed. Researchers have developed and tested a prompt-based backdoor attack m… Continue reading A nearly undetectable LLM attack needs only a handful of poisoned samples

Who owns AI agent access? At most companies, nobody knows

AI agents are operating across production enterprise environments at scale, and the identity infrastructure managing their access has not kept up with their deployment. A January 2026 survey of 228 IT and security professionals, conducted by the Cloud … Continue reading Who owns AI agent access? At most companies, nobody knows