Re: [Announcement] Procedural Memory Knowledge Representation (PM-KR) Community Group — Call for Participation

On Fri, Feb 20, 2026 at 4:10 PM Daniel Ramos <capitain_jack@yahoo.com> wrote:
> **Interoperability and Compression**: PM-KR complements RDF/JSON-LD by providing procedural execution semantics and compression through symlink-style composition.
> ### 🤖 For AI & Machine Learning Communities
> - **Compression without information loss**: Symlink-style composition reduces duplication while preserving semantic fidelity

Current work that is happening in that general space:

https://w3c.github.io/cbor-ld/#abstract

https://lists.w3.org/Archives/Public/public-json-ld-wg/2020Jul/att-0004/Introduction_to_CBOR-LD.pdf

We'd love to see a more generalized solution to build the compression
tables (your focus).

> ### 🕸️ For Knowledge Graph Communities
> **Graph Compression and Execution**: PM-KR complements property graph and RDF graph approaches by introducing procedural canonicalization—storing graph patterns as reusable procedures rather than duplicating structure.

Related, but not the same:

https://www.w3.org/TR/rdf-canon/

This work could benefit from different, efficient c14n mechanisms
where we could digitally sign over "transcluded graphs" built from
procedural c14n. Might be useful for very large and repetitive W3C
Verifiable Credentials.

Exciting work, wish I had the bandwidth to more directly participate
-- will be cheering from the sidelines. :)

-- manu

-- 
Manu Sporny - https://www.linkedin.com/in/manusporny/
Founder/CEO - Digital Bazaar, Inc.
https://www.digitalbazaar.com/

Received on Friday, 20 February 2026 21:21:06 UTC