Methods

Methods

The Methods section is for developing research-practice approaches that help examine systems through which public and civic life is organised: forms, portals, registers, standards, participation processes, transparency infrastructures, administrative workflows, organisational procedures, identity and verification arrangements, and AI-assisted tools.

Methods are not the same as Work or Lab. Work introduces the broader areas of inquiry. Lab is reserved for exploratory artifacts, kernels, prototype notes, reference architectures, specifications, and technical sketches. Methods are reusable ways of asking questions, structuring analysis, comparing cases, and examining whether public-facing or socially relevant systems support the claims made about them.

What methods are for

Public-facing and socially relevant systems often make public claims. They may claim to be fair, accessible, understandable, transparent, efficient, participatory, accountable, user-centred, secure, inclusive, explainable, or trustworthy.

Methods help examine whether those claims are supported by the design, documentation, governance, and operation of the system.

They may ask, for example:

• who becomes visible to the system, and who remains difficult to see;
• what counts as valid evidence, input, identity, need, status, or participation;
• how decisions, classifications, summaries, exclusions, or hand-offs are explained;
• where responsibility sits when a process crosses organisations, data flows, tools, or jurisdictions;
• whether people can question, correct, contest, or repair the effects of a system;
• whether burdens are fairly distributed across people, communities, organisations, or affected publics;
• how AI-assisted processing changes representation, review, explanation, or accountability.

Current methodological centre

One current line of work is Legitimacy by Design, a developing research-practice approach for examining whether public-facing or socially relevant systems structurally support claims of fairness, accessibility, accountability, intelligibility, recognition, participation, and contestability.

For example, it can help ask whether a benefits portal, participation platform, cooperative governance tool, public register, or AI-assisted case process makes its public claims visible in the system itself: who is recognised, what evidence counts, how people understand what happened, and whether correction or challenge is realistically possible.

Legitimacy by Design is not the full scope of Public Layer Lab. It is a current methodological centre: a way of organising questions that also connect to notes, work areas, and future Lab materials.

Current status

The methods described here are developing. They should be read as working approaches for public-interest analysis, not as formal standards, certification schemes, or legal compliance instruments.

Additional methods may be added gradually as the work develops.