Perspectives

ALICE WonderFence is now a Databricks Unity AI Gateway External Policy. Attach it once in Unity Catalog to screen every governed model call, no SDK, no code changes.

Alice's Cyber RL Benchmark v1.0 tested 10 frontier models on 12 real cybersecurity tasks, with fresh code, real vulnerabilities, planted decoys, and objective scoring. The finding: no model can reliably cover the range of a security analyst's job.

Alice is now a guardrail provider in LiteLLM. Screen prompts, responses, and tool calls against your own policies in minutes, no SDK, no app changes.

Red teaming usually tests if your agent can be broken. Alice also tests over-refusal, how often it wrongly blocks a real customer, the silent failure that costs you business.

Alice raised $140M led by Apax Digital, bringing total funding to $280M. The AI trust, safety, and security company works with 8 of the 10 top AI labs.

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.

A content classifier's metrics are true the day they're printed, then decay as traffic and policy move. Vector distills a frontier model's judgment onto your exact policy into a small, fast classifier, and hunts its own errors every 24 hours.

The EU AI Act was amended in July 2026. Some deadlines moved to 2027. Others arrived in August 2026. A plain-language guide to what changed and what your team should do now.

We evaluated eight frontier models as enterprise agents across 147 adversarial scenarios from seven work domains in seven industries for their vulnerability to indirect prompt injection.