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Adversarial ML

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

AI Safety and Security in 2026: The Urgent Need for Enterprise Cybersecurity Governance
Blog

AI Safety and Security in 2026: The Urgent Need for Enterprise Cybersecurity Governance

As AI becomes the bedrock of modern enterprise, the threat landscape grows more sophisticated—making comprehensive AI cybersecurity governance a requirement for survival…

January 12, 2026
Part Two – When AI Writes the Code, Who Fixes the Bugs? What CISOs Should Do Now: A Practical 5-Step Plan
Blog

Part Two – When AI Writes the Code, Who Fixes the Bugs? What CISOs Should Do Now: A Practical 5-Step Plan

AI now writes a massive slice of enterprise codebases. This practical 5-step plan helps CISOs discover, validate, and remediate AI-generated code with…

December 16, 2025
Part One – When AI Writes the Code, Who Fixes the Bugs? Why Agentic Remediation Is the New Control Layer
Blog

Part One – When AI Writes the Code, Who Fixes the Bugs? Why Agentic Remediation Is the New Control Layer

AI now generates 30-50% of enterprise code, yet traditional AppSec still assumes human authors and linear workflows. Agentic remediation flips security from…

December 11, 2025
One Clever Prompt Away From Compromise: The Reality of AI Social Engineering
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One Clever Prompt Away From Compromise: The Reality of AI Social Engineering

Anthropic's GTG-1002 report shows how AI agents can be socially engineered through clever prompts rather than broken security. Cranium shares strategies to…

November 24, 2025
Why the U.S.’s Patchwork Approach Could Fracture AI Governance
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Why the U.S.’s Patchwork Approach Could Fracture AI Governance

With the Senate rejecting a federal AI moratorium, states like California and Texas are pursuing divergent rules, creating major compliance challenges for…

October 22, 2025
Navigating the AI Frontier: How Cranium Addresses UN Concerns
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Navigating the AI Frontier: How Cranium Addresses UN Concerns

As the UN calls for global AI governance, Cranium addresses the risks raised through robust AI security, policy enforcement, and ethical development…

October 9, 2025
Applying NIST’s AI RMF to Third-Party AI: Why Your Vendors Are Your Risk Surface
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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
What Is AI Governance? A Practical Guide for Today’s Enterprises
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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
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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
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