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Generative AI

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

How to Build a Continuous AI Compliance Engine for NIST AI RMF and ISO 42001
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How to Build a Continuous AI Compliance Engine for NIST AI RMF and ISO 42001

Every year you rebuild the same spreadsheet: sixty tabs, undated screenshots, nineteen emails, eleven replies. Six weeks later you sign an attestation…

September 17, 2026
AI Governance vs GRC for Third-Party AI Risk
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AI Governance vs GRC for Third-Party AI Risk

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…

September 14, 2026
10 Questions to Ask About AI Governance Platforms
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10 Questions to Ask About AI Governance Platforms

Vendor demos for AI governance platforms all sound alike—the differences only surface under questions that can't be answered with a yes. Ten…

September 8, 2026
How to Evaluate AI Governance Software in 2026
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How to Evaluate AI Governance Software in 2026

Six vendors, six spreadsheets, every box green—and the matrix still can't tell you which platform actually discovers shadow AI. Evaluate against your…

August 24, 2026
Stop Confusing These Three Terms. They Are Not the Same.
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Stop Confusing These Three Terms. They Are Not the Same.

Agentic AI, AI Agents, and Agentic Workflows are distinct concepts — and mixing them up is costing us clarity at exactly the…

April 8, 2026
Could Your AI Models Be Leaking Sensitive Data Without You Knowing?
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Could Your AI Models Be Leaking Sensitive Data Without You Knowing?

AI systems don't need to be compromised to expose data — in many cases, they simply need to function as designed. The…

March 18, 2026
What Is the AI Supply Chain and Why Is It So Easy to Compromise?
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What Is the AI Supply Chain and Why Is It So Easy to Compromise?

Modern AI is assembled from datasets, pretrained models, open-source libraries, and third-party APIs, making it powerful but fragile. When one component is…

March 5, 2026
Why Traditional Security Fails for AI Systems
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Why Traditional Security Fails for AI Systems

AI systems don't behave like traditional software—they are shaped by data, respond dynamically to inputs, and can be manipulated at runtime through…

February 10, 2026
Why F1 Score Alone Isn’t Enough: Rethinking AI Model Evaluation in the Age of Generative AI
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Why F1 Score Alone Isn’t Enough: Rethinking AI Model Evaluation in the Age of Generative AI

The F1 score has long been the default for measuring AI models, but it falls short for generative AI and autonomous agents.…

January 19, 2026
AI Explainability Scorecard: Part 2 — Measuring Trust in the Age of Intelligent Machines
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AI Explainability Scorecard: Part 2 — Measuring Trust in the Age of Intelligent Machines

If explainability is the foundation of trust, then we need a way to measure it. This second installment introduces the AI Explainability…

December 5, 2025
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