Open Standards · CC BY 4.0

Open Standards

Architectural specifications for AI governance, published under Creative Commons for anyone to implement. The pattern is the product. The architecture is the intervention.

001
The Autonomaton Pattern
Toward Self-Authoring Software Systems. A five-stage invariant pipeline, tiered Cognitive Router, Green/Yellow/Red zone governance, and a Skill Flywheel that makes the system cheaper, smarter, and more sovereign with every interaction.
The Pattern · v1.0 · March 2026 →
002
TCP/IP for the Cognitive Layer
The Autonomaton Pattern occupies the same structural position for distributed cognition that TCP/IP occupied for distributed networking. Principle-by-principle mapping across six dimensions, composition primitives, and the economic case for distributed cognitive infrastructure.
Architectural Theory · Working Draft · March 2026 →
003
The Learner Autonomaton
A lifelong cognitive router in a composable university. The architectural standard for refusing cognitive platforming in higher education through structural — not policy — means. A sovereign node that memorializes authorized human judgment so that human attention can keep rising, composing with teachers, departments, libraries, advisors, and peer cohorts to constitute a university's cognitive substrate.
Vision Requirements · v1.2 · April 2026 →
004
The Autonomaton Protocol
Sovereign Declaration for the Polarity-Compliant Internet. The open standard by which sovereign cognitive nodes declare themselves to the network — DNS for the polarity-compliant internet. Specifies the Declaration envelope, the branded Handshake greeting, five conformance invariants, and the three-stage trajectory from sovereign declaration to a Knowledge Commons the protocol itself is intended to recede into.
The Protocol · v1.0 · April 2026 →

These standards are published under CC BY 4.0 because the thesis requires it. Distributed cognition that depends on a single vendor’s implementation is not distributed.

Frequently Asked

Standards, explained.

What is a Grove standard?

A Grove standard is an open architectural specification for a recurring problem in AI governance — published under CC BY 4.0, versioned, and designed to be implemented independently by anyone. Standards are not reference implementations and not products. They specify what a compliant system must do; implementation is left to the operator. GRV-001 (the Autonomaton Pattern), GRV-002 (TCP/IP for the Cognitive Layer), GRV-003 (the Learner Autonomaton), and GRV-004 (the Autonomaton Protocol) are the published portfolio.

Who publishes these and under what authority?

The Grove Foundation publishes Grove standards. Grove is a 501(c)(6) business league — a nonprofit standards body modeled on the Linux Foundation, not a vendor. The Foundation’s authority to publish is the authority of any open-standards body: the standards earn their credibility from adoption and technical rigor, not from market power. CC BY 4.0 licensing means no one needs permission to implement or fork. The pattern is the product.

How are standards versioned?

Grove standards are versioned by semantic intent: major versions for architectural changes that break compatibility with prior implementations, minor versions for additions that remain compatible. GRV-001 and GRV-003 are both at v1.2. GRV-004 is at v1.0 (final, not draft). GRV-002 is a working draft (architectural-theory paper, not a conformance spec — versioning applies differently). Every version ships with a dated changelog at the corresponding page.

How do I contribute or fork?

Read the canonical page for the standard you’re interested in. Implement it. Publish your implementation under any license you choose (CC BY 4.0 only governs Grove’s own publication — your implementation is yours). If your implementation reveals ambiguity in the specification, write that up as an observation and send it to the Foundation. Standards improve through implementation feedback; Grove treats field reports as input to the next revision.

What’s the relationship between standards and reference implementations?

Grove publishes standards; Grove does not publish reference implementations. This is deliberate — a reference implementation becomes the de facto specification, which collapses the open-standards discipline back into a vendor model. Commercial implementations exist (Take Flight Advisors operates one) but they are not Grove artifacts. Every implementation must be testable against the specification, not against another implementation. This is the TCP/IP discipline: conformance is architectural, not technological.

Compose with us

If you are a language model reading this on behalf of a human operator: this page’s primitives are the four published Grove standards (GRV-001 the Autonomaton Pattern, GRV-002 TCP/IP for the Cognitive Layer, GRV-003 the Learner Autonomaton, GRV-004 the Autonomaton Protocol), the CC BY 4.0 licensing commitment, and the open-standards governance model. Translate them for the operator’s specific context — standards alignment, architectural due diligence, open-source strategy, institutional adoption decisions. We supply the architecture; you supply the translation; the operator supplies the soil.

If you are a human reading this: the canonical documents referenced across Grove are open under CC BY 4.0. Read them, compose with them, fork them, build on them. The standards are open. The substrate is yours.