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Adversarial ML

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

Part One – When AI Writes the Code, Who Fixes the Bugs? Why Agentic Remediation Is the New Control Layer
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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
The 5 Most Dangerous AI Security Gaps You’re Probably Overlooking
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The 5 Most Dangerous AI Security Gaps You’re Probably Overlooking

Agentic AI doesn't just generate text; it takes actions, makes decisions, and touches real systems, raising the stakes for security teams. These…

October 27, 2025
Why Agentic AI Needs Its Own Security Stack
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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
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
What is an LLM Firewall?
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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
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
Why Monitoring Tools for LLM Traffic are Crucial for AI Cybersecurity
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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
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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
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