Be part of 1.0 – Desirable Properties Studio public beta, September 16, 2026

DP Studio landing pads / Project Liberty Alliance

Desirable Properties Studio · Public beta. Pads learn from your confirms and choices (with consent), not silent profiling. Version 0.77 is open for review. Version 1.0 of The Layered Web and the public launch of DP Studio are September 16, 2026.

Invitation to weigh in

Centre For Data Futures

We opened a landing pad for Centre For Data Futures from public work, not a mission paraphrase.

Centre For Data Futures publishes citable work we could quote (policy-institute · research-analysis · impact-of-impact). This briefing is a hypothesis built from those sources. Tell us if we misread the research, add papers we missed, and weigh in on Desirable Properties tied to that work.

If you represent Centre For Data Futures, confirm the source URLs, then open the Desirable Properties tab and leave a patch idea where the property text misses what your public work already argues.

Research and policy only change the rule-set when it is linked to original sources. Help us keep this pad tied to your papers and reports, not a press-release summary.

Public packet only. Hypothesis marks stay until you confirm sources. Each Alliance member gets a different pitch so we can experiment. Your pad is https://desirableproperties.org/pad/kcl (hyphens optional). Direct link to this tab: https://desirableproperties.org/pad/kcl?tab=values

WebsiteAlliance page

Stated mission

This project will compare academic cultures in three countries involved in the international push for the assessment of research impact; the UK, US and Australia – which utilise substantially different assessment models.

Values to Overweb mappings

Confirm only mappings that match how you use these words. Rejected mappings stay off the next brief.

The project will develop a conceptual framework of research impact and its measurement.

Overweb: Transparency of AI and human roles in inquiry

Candidate MPA: Show when Hermes drafted vs when humans confirmed

By combining content analysis of interview data and in-depth case studies with document and corpus analysis of publicly available impact data, it will provide an integrated approach to international comparative research.

Overweb: Transparency of AI and human roles in inquiry

Candidate MPA: Show when Hermes drafted vs when humans confirmed

The project aims to contribute insights and findings through several publications in public policy, research evaluation and sociology journals, academic conferences and various outlets for wider audiences.

Overweb: Transparency of AI and human roles in inquiry

Candidate MPA: Show when Hermes drafted vs when humans confirmed