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AI Risk

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

Natural Language as the New Programming Paradigm
Blog

Natural Language as the New Programming Paradigm

The line between human language and programming languages is blurring as AI agents interpret plain-language instructions as executable code. This shift democratizes…

October 27, 2025
Why Agentic AI Needs Its Own Security Stack
Blog

Why Agentic AI Needs Its Own Security Stack

Agentic AI acts like an employee—making decisions, writing code, and taking actions—but without identity, oversight, or IAM policies. Traditional security built for…

October 27, 2025
Just Trust Me, Bro…
Blog

Just Trust Me, Bro…

Questionnaire-based vendor diligence and self-attestations no longer provide real assurance in the AI era. Evidence-based, continuous technical assessment and AI Bills of…

October 16, 2025
What is an LLM Firewall?
Blog

What is an LLM Firewall?

Unlike a traditional firewall that polices IP packets, an LLM firewall inspects natural language—the prompts users send and the responses models return.…

October 9, 2025
Where Public LLMs Fall Short in Safety, Security, and Compliance Controls
Blog

Where Public LLMs Fall Short in Safety, Security, and Compliance Controls

Public LLMs offer baseline safety, but their built-in safeguards leave real gaps in security, privacy, and compliance. A dedicated AI firewall adds…

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
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