Assigning decision rights establishes who may act. Knowledge and experience support informed judgement. But further still, an organisation must be capable of recognising when human intervention is needed and seeing...
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Paul Mansell
The Anatomy of Responsible AI
When discussing how enterprises treat AI, we invoke language that describes different levels and perspectives of involvement, from the abstract to the detailed. Viewed as a top-down progression, these can be...
The AI Model Is Not the Solution
An AI model might satisfy its evaluation criteria and still form part of a solution that is not ready for operational use. This does not necessarily mean that the evaluation was inadequate. Rather, it highlights...
Ideals and Realities – PART 1
So, Just What is the “Quality Mindset”? A Cultural Ideal, Not a Delivery Model The quality mindset is consistently asserted by Agile proponents and described as a cultural commitment whereby quality is not an...
The Coverage/Quality Trade-Off – Part 2
What Constitutes Quality Outcomes? Quality outcomes are the real-world impacts of testing — not just what gets tested but what is assured, trusted, and improved as a result. These outcomes span four interdependent...
The Coverage/Quality Trade-Off – Part 1
Test Coverage in a Nutshell Test coverage is a metric used to quantify the proportion of a developed solution’s functional and non-functional surface that testing has exercised. It can be evaluated from several...
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