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Adversarial ML

Research, field notes and product news from the team building the end-to-end AI trust platform.

Why Monitoring Tools for LLM Traffic are Crucial for AI Cybersecurity
Blog

Why Monitoring Tools for LLM Traffic are Crucial for AI Cybersecurity

LLM hijacking campaigns show how attackers exploit large language models to leak data, manipulate outputs, and gain unauthorized access. Monitoring and governing…

October 9, 2025
The Hidden Risks of Letting AI Agents Act Unsupervised
Blog

The Hidden Risks of Letting AI Agents Act Unsupervised

AI agents now make decisions and take actions with growing autonomy, introducing real but often invisible risk. Without AI-native oversight, enterprises are…

October 9, 2025
Why Intent-Action Alignment is Key for Agentic AI Security
Blog

Why Intent-Action Alignment is Key for Agentic AI Security

Agentic AI can perceive, reason, and act autonomously, but that autonomy fails when an agent’s actions diverge from human intent. Closing this…

October 9, 2025
Applying NIST’s AI RMF to Third-Party AI: Why Your Vendors Are Your Risk Surface
Blog

Applying NIST’s AI RMF to Third-Party AI: Why Your Vendors Are Your Risk Surface

The NIST AI Risk Management Framework applies to vendor systems as much as your own. Learn how to extend Govern, Map, Measure,…

September 24, 2025
Securing AI Agents: A Framework to Maximize ROI, Minimize Risk
Blog

Securing AI Agents: A Framework to Maximize ROI, Minimize Risk

AI agents bring both opportunity and unique risk, and most cybersecurity programs have gaps they can't see. This framework maps AI agent…

September 19, 2025
Why Explainability is the Cornerstone of Secure AI (Part 3): Regex, LLMs, and Us
Blog

Why Explainability is the Cornerstone of Secure AI (Part 3): Regex, LLMs, and Us

Regex is transparent but brittle, LLMs are context-aware but non-deterministic, and Transformers stay powerful yet opaque. Cranium's deterministic semantic labeling combines their…

September 19, 2025
What Is AI Governance? A Practical Guide for Today’s Enterprises
Blog

What Is AI Governance? A Practical Guide for Today’s Enterprises

A practical guide to what AI governance means, why it matters for modern enterprises, and the three core components needed to operationalize…

August 13, 2025
Navigating the EU AI Act August 2025 Deadline: GPAI Compliance, Penalties, and Enforcement
Blog

Navigating the EU AI Act August 2025 Deadline: GPAI Compliance, Penalties, and Enforcement

The EU AI Act's August 2025 deadline introduces binding obligations for General-Purpose AI providers, including transparency reporting and systemic risk assessments, with…

August 11, 2025
The New AI Action Plan Is Here. But Who’s Accountable Now?
Blog

The New AI Action Plan Is Here. But Who’s Accountable Now?

In July 2025, the Biden-era AI executive order was revoked and replaced with Executive Order 14179 and America's AI Action Plan, which…

August 6, 2025
Cranium and Supply Wisdom Partner to Tackle AI Supply Chain Risk with “Know Your AI” Offering
Press

Cranium and Supply Wisdom Partner to Tackle AI Supply Chain Risk with “Know Your AI” Offering

Cranium and Supply Wisdom announced a strategic partnership to address risks at the intersection of AI and supply chain ecosystems. Their joint…

July 22, 2025
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