Perspectives

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.

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.

Align AI safety policies with the OWASP Top Ten to prevent misuse, secure data, and protect your systems from emerging LLM threats.

Built-in AI safety tools provide a start, but they aren't enough for high-stakes enterprise use. Learn why custom guardrails are essential for blocking sophisticated attacks and ensuring compliance with industry regulations.

The 2025 Alice AI Security Benchmark Report compares six models on prompt injection defense. Alice delivers top F1, precision, and multilingual resilience.

Alice partners with Databricks to integrate WonderFence Guardrails into the Mosaic AI Agent Framework, helping enterprises deploy safer, policy-aligned AI agents at scale.

Is your AI lost in translation? Explore why standard LLM filters often fail to catch regional slurs and cultural nuances, and learn how Alice uses native expertise to ensure global models stay safe and inclusive.