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

Public Ai

We opened a landing pad for Public Ai from public work, not a mission paraphrase.

Public Ai publishes citable work we could quote (If open source is to win, it must go public). 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 Public Ai, 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/publicai (hyphens optional). Direct link to this tab: https://desirableproperties.org/pad/publicai?tab=values

Website Alliance page

Brief Desirable Properties Values & mission Own layer Partners Primitives Rights & consent Next steps Community Chat

Stated mission

If open source is to win, it must go public If open source is to win, it must go public Open source AI must be complemented by public AI: infrastructure and institutions that ensure models are accessible, sustainable, and governed in the public interest.

Values to Overweb mappings

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

July 12, 2025 Open source projects have made incredible progress in producing transparent and widely usable machine learning models and systems.

Overweb: Layer interoperability and open protocols

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

From PyTorch to Hugging Face, from EleutherAI to BigScience, the ML community has embraced openness as both a cultural and technical norm.

Overweb: Layer interoperability and open protocols

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

Unlike traditional software, AI models require substantial resources for activationcompute, post-training, deployment, and oversightwhich only a few actors can currently provide.

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

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