Perspectives

AI needs to be fast to feel natural, but safety shouldn't slow it down. We benchmarked our guardrails under production loads to prove you can block risks in under 120ms without breaking the flow of the conversation.

Explore OWASP's agentic AI threat list, from memory poisoning to tool misuse, and learn practical mitigations for secure multi agent systems.

Communication poisoning can quietly derail agentic AI. Learn detection tactics, guardrails, and red teaming to protect revenue, customers, and brand trust.

See a live exploit in Perplexity's AI-powered Comet browser, why it matters, and how you can avoid it.

ISIS’s media arm, QEF, has moved from passive AI curiosity to an active, multilingual propaganda strategy. This analysis highlights their use of privacy-first tools, Bengali outreach, and direct AI product endorsements—signaling a long-term shift in extremist operations.

To support real-time GenAI safety at scale, we needed a way to deliver both accuracy and efficiency, without compromise. By leveraging the knowledge of Shield-Gemma, an open-source LLM, and applying a dual distillation framework (label-based + feature-based), we transferred its intelligence into a smaller, faster transformer optimized for production. The result? A model that’s not just lightweight and cost-effective, but also highly accurate in detecting abuse, even in complex, evasive domains. This technique now powers the real-time protections at the core of Alice's Guardrails, enabling scalable moderation with no trade-off between safety and speed.

Shadow news outlets are targeting Moldova’s diaspora with disinformation ahead of the 2025 elections. ActiveFence researchers uncover hidden influence operations using web-infrastructure clustering and multilingual crawling. Learn how we help enterprises stay ahead of covert threats.

Regulators worldwide are rapidly introducing AI requirements that shift accountability onto enterprises deploying GenAI. Here’s what teams need to know about emerging obligations, red-teaming standards, and how to stay ahead of enforcement.

Emotional support chatbots are widely used by teens and young adults, but unsafe responses can escalate into real-world harm. This analysis shows how “empathetic” AI can enable self-harm and eating disorders, and how platforms must respond.