AI Fluency
Anthropic in collaboration with Professor Rick Dakan (Ringling College of Art and Design) and Professor Joseph Feller (University College Cork), identified four core competencies that, when combined,
AI Notebook
Documenting my learnings in the world of AI development.
Latest articles
Designing a Governance Wiki for AI Risk
Why building an AI governance wiki can assist your organisation.
How to build a Model-Risk Control governance framework
Why do some AI governance programs succeed, whilst others quietly fail? Good governance isn't about technology, it is about having a well defined structure. Without it, even the most accurate AI model
Key Regulations
Consider a Financial Institution with an advanced credit scoring AI model. Technically it works great, but during an audit regulators ask, where's the documentation? How was validation done? Who appro
AI Model Validation Best Practices and Audit Alignment
AI Model validation and compliance are a cornerstone of trustworthy AI governance, especially in high-risk domains such as financial services, healthcare, and employment. This post attempts to capture
Why Compliance isn't just a checkbox exercise
Validation of an AI model is about proving that the model meets policy, standards and expectations for fairness, accountability and transparency. At the time of writing (July 2026) there are a number
AI Governance Controls and KPIs
A good framework helps manage AI project risk through Key Performance Indicators (KPIs), governance structures, and ethical oversight. Our ultimate goal being we ensure AI initiatives are both effecti
AI Model Risk Categories
Managing AI Model risk isn't optional; it's critical governance. Let's discuss how to manage model risk before it becomes a news headline about your company. In this post we will cover how to: Recogn
What is LangChain/LangGraph?
LangChain exists as both an open-source framework and a venture-backed company. The framework, introduced in 2022 by Harrison Chase, streamlines the development of LLM-powered applications with suppor
