Meaning–Form Gap Check
Assesses whether the visible language and documentary form of a procedure remain connected to its stated normative purpose.
Research project 01
A diagnostic methodology for identifying when formally compliant justice, grievance, integrity and remedy mechanisms retain their visible architecture but lose meaningful voice, contestability, professional judgement, effective remedy and institutional learning.
01
The project examines how mediation, grievance, complaint, integrity and accountability procedures may remain formally compliant while progressively losing their practical capacity to sustain meaningful voice, contestability, professional judgement, effective remedy and institutional learning.
It conceptualises procedural ritualisation as a divergence between visible legal culture — procedural rules, guidance, templates, intake and review routes, published policies, reason-giving requirements, reports, performance indicators and formally presented human oversight — and implicit legal culture — working assumptions, professional habits, organisational incentives and practical expectations concerning what can safely be voiced, challenged, reconsidered or remedied.
The project does not treat formalisation, repetition, standardisation, measurement or technological assistance as inherently harmful. Its diagnostic task is to distinguish necessary procedural stabilisation from the persistence of form after substantive function has deteriorated.
Its principal case environment is family and court-connected mediation. A secondary transferability environment comprises grievance, integrity, whistleblowing, complaint-handling and corporate remedy mechanisms. AI-supported intake, classification, screening, summarisation, triage, drafting, review and reporting operate as a cross-cutting technological layer; feedback mechanisms operate as a cross-cutting feedback layer.
Central research question
How can the ritualised loss of procedural vitality be diagnosed through recurring gaps between visible legal culture and implicit legal culture in public and corporate remedy systems?
02
Assesses whether the visible language and documentary form of a procedure remain connected to its stated normative purpose.
Examines the extent to which procedural work has been reorganised around what can be counted, reported, audited or externally demonstrated.
Evaluates whether professionals retain the practical capacity, time, authority, information and institutional permission needed for reasoned judgement in atypical or high-stakes cases.
Compares the official architecture of a mechanism with the assumptions and expectations governing its practical use.
Identifies where a procedure is situated between meaningful institutionalisation and hollow repetition.
Identifies where AI enters a procedural workflow and which administrative, interpretative, evaluative or relational functions are reassigned.
Examines whether feedback preserves participant voice, enables challenge, exposes weaknesses in procedural design and supports institutional learning, rather than becoming a checkbox exercise.
03
The programme treats AI-supported procedural governance through the allocation and reorganisation of tasks rather than as a binary substitution of whole occupations. An augmentative trajectory may remove low-discretion work while preserving human attention for source engagement, contextual judgement and exceptional cases. An industrialising trajectory may instead reorganise human roles around machine-generated classifications, summaries and workflows, leaving professionals formally responsible while reducing direct source contact, practical discretion and meaningful control.
The normative concern is whether judgement remains attributable, contestable and connected to an agent or institution capable of explaining a decision, reconsidering its premises, responding to affected persons and accepting responsibility for error.
04
International Handbook of Legal Language and Communication: From Text to Semiotics, Section 35 (Springer)
05
18 Jul 2026
Invited Research Speaker, Konghetang Study Seminar, online
10 Jul 2026
Oxford AI Build Club, AI Exploration Week, University of Oxford
29 Jun 2026
Featured speaker, 12th International Training Workshop on Emerging Global Practices in Arbitration and Mediation, Saarosh ADR Center
14 Dec 2025
Special guest speaker, Operation Zero Bribe initiative, online