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

Center For Aisafety

We opened a landing pad for Center For Aisafety from public work, not a mission paraphrase.

Center For Aisafety publishes citable work we could quote (A Bird's Eye View of the ML Field | CAIS). 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 Center For Aisafety, 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/safe (hyphens optional). Direct link to this tab: https://desirableproperties.org/pad/safe?tab=values

WebsiteAlliance page

Stated mission

The internal dynamics of the ML field are not immediately obvious to the casual observer.

Values to Overweb mappings

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

This post will present some important high-level points that are critical to beginning to understand the field, and is meant as background for our later posts.

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

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

While the exact dynamics of progress are not always predictable, we will present three basic properties of ML research that are important to understand.

Overweb: Transparency of AI and human roles in inquiry

Candidate MPA: Show when Hermes drafted vs when humans confirmed

The importance of defining the problem A problem well-defined is a problem half solved. —John Dewey The mere formulation of a problem is often more essential than its solution, which requires creative imagination and marks real advances in science. — Albert Einstein I have been struck by how important measurement is...

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

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