Field notes, research and downloadable guides from the team building the end-to-end AI trust platform. Filter by what you need.
Position Paper
Real-world AI security and governance in an age of existential alarm — turning frontier AI fears into practical enterprise guardrails.
Ebook
A practical framework to measure whether your AI can actually explain itself — and a reference for scoring every model you deploy.
Ebook
Quantifying the payoff of guardian agents — turning technical AI risk into measurable, defensible financial outcomes.
Ebook
A field guide to the threat models, kill chains, attack vectors, and defenses for generative and agentic AI.
Ebook
How autonomous agents reshape the threat landscape — and the existing, expanded, and novel controls you need to stay in control.
White Paper
A two-stage method for surfacing implicit gender and racial bias in generative language models, presented at ESANN 2024.
White Paper
An interpretable alignment framework that maps user intent to system instructions with a tunable threshold for safer agentic AI. Presented at ESANN 2026.
Your developers adopted Model Context Protocol because it works—one interface, and an agent reaches everything. It looked like a tooling decision. It…
The first GenAI question in an exam is gentle: walk me through the systems in scope. The second is where programs crack:…
Your CRM vendor shipped AI summaries in a minor release. Nobody filed a security review, because nobody bought anything - and the…
The category has grown up: boards and regulators no longer ask whether you can see your AI—they ask whether the risk is…
Prompt injection is not a bug awaiting a patch—it is a property of how language models work. So the useful question is…
The models you built are the minority of your AI exposure—the majority arrived inside products you bought. How platforms replace the annual…
AI agents are writing more code than any team can test by hand. Cranium AI's Joel Neubert on why that makes quality…
Legal has 340 use cases in a spreadsheet. Engineering ships weekly and has never heard of Annex IV. The obligations applied on…
AI compliance rarely fails for lack of effort—it fails because the effort is scattered across six systems and three teams, and every…
Most AI security programs can name their approved models. Very few can say what happened across four million inference calls last month.…
Financial services teams didn't arrive at AI compliance unprepared—yet when GenAI programs stumble in front of examiners, they stumble in the same…
Question 14 on the customer questionnaire asks which models process their data and whether any of it was used for training. You…
Ask a team how their GenAI is controlled and you'll get a decent answer. Ask them to prove it—for a specific system,…
One vendor says posture is the foundation. The other says posture is a snapshot and the real risk is at inference. Both…
Every enterprise has an AI policy. Far fewer can point to the mechanism that makes any sentence of it true. Eight controls—from…
Every year you rebuild the same spreadsheet: sixty tabs, undated screenshots, nineteen emails, eleven replies. Six weeks later you sign an attestation…
Your GRC platform assumes the thing it governs holds still. AI doesn't—vendors swap models mid-contract and questionnaires can't see it. What GRC…
Your model passed every pre-deployment test. Then a support ticket told your agent to look up another customer's account. Nothing in the…
Vendor demos for AI governance platforms all sound alike—the differences only surface under questions that can't be answered with a yes. Ten…
Six vendors, six spreadsheets, every box green—and the matrix still can't tell you which platform actually discovers shadow AI. Evaluate against your…
GenAI arrived everywhere at once—and most organizations can't say what AI they run, what it touches, or prove it's under control. An…
In a rare joint statement, the Five Eyes intelligence alliance warned that frontier AI capable of devastating cyberattacks is months away, not…
Boards have committees, companies have policies, and vendors fill questionnaires — yet almost none of it is verified. Governance describes what is…
To scale AI safely, enterprises need more than strategy — they need operationalized trust across models, agents, vendors, and governance workflows. The…
Nothing in this category yet — check back soon.
Every post we’ve published on AI security, governance and compliance, newest first.
Enter your work email and your copy downloads instantly.
By submitting, you agree to our Privacy Policy and to hearing from Cranium AI. Unsubscribe anytime.
Nothing happened? Download the PDF here.
See how Cranium AI helps your organization accelerate the secure adoption of AI — from your first model to your entire agentic supply chain.
We use essential cookies to run this site, and — only with your permission — analytics and marketing cookies to improve it. You're the hero here; you stay in control. Privacy Policy.