Two pre-public-release refreshes: 1. docs/position_paper.md §4 — refresh refusal taxonomy The previous table listed an older taxonomy (fraction_operand / compound_comparative / etc.) that does not match the current candidate-graph eval output. Replaced with the actual taxonomy emitted by the train_sample runner — refusals are categorized by shape (recognized_but_uninjectable + per-ShapeCategory) which ties directly to the architecture's recognizer/injector concepts. Also refreshed §5 "Honest Gaps" to describe the active frontier in terms of injector coverage (the registry-driven composition path) rather than parser-level grammar extensions. The 47/50 refusal count, 3/50 correct count, and wrong=0 invariant are unchanged. 2. COMMERCIAL_LICENSE.md — enumerate subsystems explicitly The previous "vault memory / versor engine / epistemic teaching loop / ingest / admissibility gate / holonomy encoder" listing predated the math-domain composition wave. Expanded the list to cover the full current architecture: - versor engine + Cl(4,1) algebra - vault + exact CGA recall - ingest gate - admissibility gate + Forward Semantic Control - holonomy encoder - epistemic teaching loop (ADR-0055..0057) - contemplation loop + decomposer (ADR-0080, ADR-0172) - math-domain ratification handlers (ADR-0167..0169) - composition-pattern registry + registry-driven injector - audit-as-teaching-evidence corridor - identity + safety pack subsystems - language-pack compiler + verified manifest checksums - Logos articulation + three-language vocabulary manifold - Rust algebra backend - any derived or successor implementation Explicit "enumerated subsystems are illustrative, not limiting" clause covers any future module + ADR-ratified contract under the same terms. New subsystems are covered automatically. LICENSE (the non-commercial form) is unchanged — it already covers "Software" broadly. CLAIMS.md is auto-generated and was verified current (regeneration produces no diff).
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CORE Commercial License
Copyright (c) 2026 Josh Shay / ACB Content
When You Need a Commercial License
A Commercial License is required if you intend to:
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Use CORE or any of its components — including but not limited to:
- the versor engine and Cl(4,1) algebra substrate
- the vault memory system and exact CGA recall
- the ingest gate (the single normalization site)
- the admissibility gate and Forward Semantic Control chain
- the holonomy encoder
- the epistemic teaching loop (ADR-0055..0057): reviewed TeachingChainProposal, replay-equivalence gate, supersession path
- the contemplation loop and decomposer (ADR-0080, ADR-0172)
- the math-domain ratification handlers (ADR-0167..0169): LexicalClaim, FrameClaim, CompositionClaim
- the composition-pattern registry and registry-driven injector (frame_registry, composition_registry, recognizer-anchor injection)
- the audit-as-teaching-evidence corridor (MathReaderRefusalEvidence, proposal/ratification adapters)
- the identity and safety pack subsystems (ADR-0027..0029)
- the language-pack compiler and verified manifest checksums
- the Logos articulation subsystem and the three-language vocabulary manifold (English / Hebrew / Koine Greek)
- the Rust algebra backend and any future Rust parity surfaces
- any derived or successor implementation of the above
in a product or service that generates revenue
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Deploy CORE in a production environment operated by or for a commercial entity
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Integrate CORE's architecture or derived implementations into proprietary software
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Offer CORE-based capabilities as a hosted or managed service (SaaS, API, etc.)
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Use CORE as a research foundation in work owned by or assigned to a for-profit organization
The enumerated subsystems above are illustrative, not limiting. Any module, data artifact, ADR-ratified contract, or architectural pattern shipped under this repository is covered. New subsystems added in future releases are covered automatically under the same terms.
Academic and non-profit research institutions are covered under the standard LICENSE and do not require a Commercial License, provided the work is not assigned to or funded by a for-profit entity.
What a Commercial License Grants
- The right to use, integrate, and deploy CORE and its components in commercial products and services
- The right to keep derivative works proprietary
- A direct relationship with the author for support, architectural guidance, and ongoing development collaboration
- Terms are negotiated per engagement — there is no fixed fee structure, as the appropriate arrangement depends on the nature and scale of use
Contact
All commercial licensing inquiries:
Josh Shay / ACB Content shayj292@gmail.com
Include a brief description of the intended use. All inquiries are responded to directly by the author.