---
title: "Robert McBryde (@rob212) | Hashnode"
description: "Documenting my learnings in AI. Read the latest articles by Robert McBryde on Hashnode."
url: "https://hashnode.com/@rob212"
---

@rob212

# Robert McBryde

@rob212 · Edinburgh · Joined June 2026

Documenting my learnings in AI.

### [AI Fluency](https://ai-notebook.uk/ai-fluency?utm_source=hashnode&utm_medium=feed)

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,

1 min read · [ai-notebook.uk](https://ai-notebook.uk/ai-fluency?utm_source=hashnode&utm_medium=feed)

[Sep 2](https://hashnode.com/posts/ai-fluency/6a97e80baaa5b4ecf0dd6f41)

### [Designing a Governance Wiki for AI Risk](https://ai-notebook.uk/designing-a-governance-wiki-for-ai-risk?utm_source=hashnode&utm_medium=feed)

Why building an AI governance wiki can assist your organisation.

6 min read · [ai-notebook.uk](https://ai-notebook.uk/designing-a-governance-wiki-for-ai-risk?utm_source=hashnode&utm_medium=feed)

[Jul 6](https://hashnode.com/posts/designing-a-governance-wiki-for-ai-risk/6a4b8b1e7cc4bf14369c95f7)

### [How to build a Model-Risk Control governance framework](https://ai-notebook.uk/how-to-build-a-model-risk-control-governance-framework?utm_source=hashnode&utm_medium=feed)

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

3 min read · [ai-notebook.uk](https://ai-notebook.uk/how-to-build-a-model-risk-control-governance-framework?utm_source=hashnode&utm_medium=feed)

[Jul 6](https://hashnode.com/posts/how-to-build-a-model-risk-control-governance-framework/6a4b86b64d605a096e08529f)

### [Key Regulations](https://ai-notebook.uk/key-regulations?utm_source=hashnode&utm_medium=feed)

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

4 min read · [ai-notebook.uk](https://ai-notebook.uk/key-regulations?utm_source=hashnode&utm_medium=feed)

[Jul 2](https://hashnode.com/posts/key-regulations/6a4644c2382c68539781eb4a)

### [AI Model Validation Best Practices and Audit Alignment](https://ai-notebook.uk/ai-model-validation-best-practices-and-audit-alignment?utm_source=hashnode&utm_medium=feed)

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

7 min read · [ai-notebook.uk](https://ai-notebook.uk/ai-model-validation-best-practices-and-audit-alignment?utm_source=hashnode&utm_medium=feed)

[Jul 2](https://hashnode.com/posts/ai-model-validation-best-practices-and-audit-alignment/6a463d522cdd052f2d4b9db2)