Transparency Design

Transparency isn't just about having information available - it's about presenting it in ways that genuinely inform the people who need it. A 50-page technical report about a model's architecture is transparent in a legal sense but useless to most decision-makers. Effective transparency design means thinking carefully about who needs to know what, and in what form. A frontline user needs to understand what the tool does and doesn't do well. A manager needs to understand the risks and limitations. A regulator needs to understand the data, methodology, and validation approach. Designing transparency for multiple audiences is hard work, and most organisations don't do it well. They either provide too little information (a vague marketing description) or too much (a data dump that nobody reads). Good transparency design borrows from good communication design: it layers information so people can access the depth they need, uses plain language for the top layer, provides specific examples rather than abstract descriptions, and makes limitations as prominent as capabilities.