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

Stanford University

We opened a landing pad for Stanford University from public work, not a mission paraphrase.

Stanford University publishes citable work we could quote (Inside the AI Index: 12 Takeaways from the 2026 Report | Stanford HAI). 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 Stanford University, 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/stanford (hyphens optional). Direct link to this tab: https://desirableproperties.org/pad/stanford?tab=values

WebsiteAlliance page

Stated mission

April 13, 2026 Shana Lynch April 13, 2026 Economy, Markets Education, Skills Energy, Environment Ethics, Equity, Inclusion Finance, Business Generative AI Healthcare Regulation, Policy, Governance Workforce, Labor Sciences (Social, Health, Biological, Physical) Robotics Share: Link copied to clipboard!

Values to Overweb mappings

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

Shana Lynch Aug 04, 2026 News As Chinese AI closes the capability gap, Washington and Silicon Valley debate open-weight models.

Overweb: Layer interoperability and open protocols

Candidate MPA: Declare how other layers may discover and bridge without capture

Stanford HAI's James Landay says it's the right conversation framed the wrong way.

Overweb: Portable human agency (user-controlled identity and data)

Candidate MPA: Export identity and data the person created here, without a platform petition

Shana Lynch Privacy, Safety, Security International Affairs, International Security, International Development Regulation, Policy, Governance Aug 04 As Chinese AI closes the capability gap, Washington and Silicon Valley debate open-weight models.

Overweb: Layer interoperability and open protocols

Candidate MPA: Declare how other layers may discover and bridge without capture