Perspectives

Learn how the transition to agentic AI has introduced a new attack surface where indirect prompt injection and multi-agent trust gaps lead to systemic vulnerabilities and how Alice's new open source tool helps.

Detect AI drift, regressions, and guardrail failures in production with WonderCheck. Continuously evaluate live GenAI systems before risk escalates.

Learn how WonderFence delivers real-time runtime AI oversight with adaptive guardrails, low latency enforcement, and live observability for GenAI in production.

Learn how WonderBuild from Alice helps teams stress test GenAI before launch, uncover hidden risks, and ship secure, trusted AI with confidence.

Discover WonderSuite, lifecycle security and safety for generative AI. Red team, apply adaptive guardrails, and govern AI systems as risk evolves.

After years on the frontlines of online harm, ActiveFence became Alice to meet a new era of communicative tech, where risk lives inside AI and responsibility must evolve alongside innovation.

Explore how communicative technology is evolving with AI, and why trust, safety, and compliance are critical to scaling GenAI systems responsibly.

Our red team researchers uncovered five unexpected LLM vulnerabilities in 2025, from hijacked reasoning to invisible tool execution. This countdown highlights the most eye-opening failures shaping AI safety today.

AI penetration testing and red teaming address different risks. This article explains why passing an AI pen test doesn’t guarantee real-world safety, and how red teaming exposes systemic weaknesses attackers actually exploit.