gHashTag · gHashTag · May 12, 2026
@@ -1,118 +1,41 @@
 cff-version: 1.2.0
-message: "If you use this software, please cite it as below."
-title: "Trinity S³AI: Pure-Zig Autonomous AI Agent Swarm"
-abstract: "Trinity S³AI is a research software stack written in Zig, exploring ternary neural networks, FPGA inference, and Vector-Symbolic-Architecture (VSA) reasoning over balanced ternary. Includes the HSLM-1.95M ternary LM, a zero-DSP FPGA architecture sketch (XOR-popcount, no multipliers), the TRI-27 stack machine, and a balanced-ternary VSA module. Status: software description stubs, not peer-reviewed papers. Coq witness for the anchor identity φ²+φ⁻²=3 lives in gHashTag/t27/coq (10 .v files, 48 statements: 6 Theorem + 42 Lemma, 35 Qed, 0 Admitted, audited 2026-05-12; the broader t27/proofs/ tree adds further work-in-progress lemmas outside the canonical coq/ directory and is not counted here). Canonical Zenodo source of truth (community level): https://zenodo.org/communities/trinity-s3ai/ (12 records: 8 v5.0 description stubs B001-B008 + 4 D-series D004-D007). Statistical evaluation methodology (bootstrap CI, Welch t, Cohen's d) is described as a methodology in the companion PhD monograph in gHashTag/trios/docs/phd; per-experiment statistical results are not asserted by this CITATION.cff."
+message: "If you use trinity-fpga in research or software, please cite it as below."
+title: "trinity-fpga: FPGA Synthesis and Hardware Deployment for Trinity (T27 VM, openxc7-synth, ternary computing on FPGAs)"
+abstract: "trinity-fpga is the FPGA synthesis and hardware deployment branch of the Trinity project. It hosts the Ternary Vector Computing VM (src/tvc/), the JIT/indexer/RAG subsystem, and the openxc7-synth hardware flow targeting DSLogic Plus, Artix-7, Kintex-7, and ESP32 platforms. The companion Zenodo deposits for FPGA-side work live in the parent Trinity release series 10.5281/zenodo.18947017 (Trinity v2.0.2 — FPGA Autoregressive Ternary LLM) and 10.5281/zenodo.18950696 (Trinity v2.0.3 — FPGA Autoregressive Ternary LLM + Training Results), both Vasilev deposits. trinity-fpga itself does not currently have its own independent DOI; cite the relevant parent release. Canonical Zenodo source of truth (community level): https://zenodo.org/communities/trinity-s3ai/ — the 12 curated S³AI v5.0 description stubs (B001-B008 + D004-D007). The FPGA releases 18947017 and 18950696 are legitimate Vasilev records but live outside the curated S³AI v5.0 community. Status: research software; the FPGA architecture sketch is zero-DSP (XOR-popcount, no multipliers)."
 authors:
   - family-names: "Vasilev"
     given-names: "Dmitrii"
     orcid: "https://orcid.org/0009-0008-4294-6159"
-    email: "dmitrii@trinity.ai"
     affiliation: "Trinity Research Collective"
-version: 9.0.0
-doi: 10.5281/zenodo.19227879
-date-released: 2026-03-27
-url: "https://github.com/gHashTag/trinity"
-license: MIT
-license-url: "https://opensource.org/licenses/MIT"
-keywords:
-  - "autonomous agents"
-  - "ternary neural networks"
-  - "FPGA synthesis"
-  - "Vector Symbolic Architecture"
-  - "pure Zig"
-  - "zero dependencies"
-  - "sacred geometry"
-  - "balanced ternary"
-  - "HSLM"
-  - "TRI-27"
-  - "VSA"
-  - "symbolic reasoning"
-  - "hyperdimensional computing"
-  - "FAIR principles"
-identifiers:
-  - description: "Zenodo DOI"
-    type: "doi"
-    value: "10.5281/zenodo.19227879"
-  - description: "GitHub Repository"
-    type: "url"
-    value: "https://github.com/gHashTag/trinity"
-  - description: "Documentation"
-    type: "url"
-    value: "https://gHashTag.github.io/trinity"
+# trinity-fpga has no independent Zenodo DOI as of PASS-9 audit (2026-05-12).
+# Cite via the parent Trinity FPGA release series:
+#   - 10.5281/zenodo.18947017 (Trinity v2.0.2 — FPGA Autoregressive Ternary LLM)
+#   - 10.5281/zenodo.18950696 (Trinity v2.0.3 — FPGA Autoregressive Ternary LLM + Training Results)
 preferred-citation:
-  type: "software"
+  type: software
+  title: "gHashTag/trinity: Trinity v2.0.3 — FPGA Autoregressive Ternary LLM + Training Results"
+  doi: "10.5281/zenodo.18950696"
   authors:
     - family-names: "Vasilev"
       given-names: "Dmitrii"
       orcid: "https://orcid.org/0009-0008-4294-6159"
-  title: "Trinity S³AI: Pure-Zig Autonomous AI Agent Swarm v9.0"
   year: 2026
-  version: 9.0.0
-  doi: "10.5281/zenodo.19227879"
-  url: "https://doi.org/10.5281/zenodo.19227879"
-references:
-  - type: "software"
-    title: "Trinity B001: HSLM-1.95M Ternary Neural Networks"
-    authors:
-      - family-names: "Vasilev"
-        given-names: "Dmitrii"
-        orcid: "https://orcid.org/0009-0008-4294-6159"
-    year: 2026
-    doi: "10.5281/zenodo.19227865"
-    url: "https://doi.org/10.5281/zenodo.19227865"
-  - type: "software"
-    title: "Trinity B002: Zero-DSP FPGA Accelerator"
-    authors:
-      - family-names: "Vasilev"
-        given-names: "Dmitrii"
-        orcid: "https://orcid.org/0009-0008-4294-6159"
-    year: 2026
-    doi: "10.5281/zenodo.19227867"
-    url: "https://doi.org/10.5281/zenodo.19227867"
-  - type: "software"
-    title: "Trinity B003: TRI-27 Stack Machine"
-    authors:
-      - family-names: "Vasilev"
-        given-names: "Dmitrii"
-        orcid: "https://orcid.org/0009-0008-4294-6159"
-    year: 2026
-    doi: "10.5281/zenodo.19227869"
-    url: "https://doi.org/10.5281/zenodo.19227869"
-  - type: "software"
-    title: "Trinity B004: Queen Lotus Consciousness Cycle"
-    authors:
-      - family-names: "Vasilev"
-        given-names: "Dmitrii"
-        orcid: "https://orcid.org/0009-0008-4294-6159"
-    year: 2026
-    doi: "10.5281/zenodo.19227871"
-    url: "https://doi.org/10.5281/zenodo.19227871"
-  - type: "software"
-    title: "Trinity B005: Tri Language & VIBEE Compiler"
-    authors:
-      - family-names: "Vasilev"
-        given-names: "Dmitrii"
-        orcid: "https://orcid.org/0009-0008-4294-6159"
-    year: 2026
-    doi: "10.5281/zenodo.19227873"
-    url: "https://doi.org/10.5281/zenodo.19227873"
-  - type: "software"
-    title: "Trinity B006: GF16/TF3 Ternary Encoding"
-    authors:
-      - family-names: "Vasilev"
-        given-names: "Dmitrii"
-        orcid: "https://orcid.org/0009-0008-4294-6159"
-    year: 2026
-    doi: "10.5281/zenodo.19227875"
-    url: "https://doi.org/10.5281/zenodo.19227875"
-  - type: "software"
-    title: "Trinity B007: VSA Operations & SIMD Acceleration"
-    authors:
-      - family-names: "Vasilev"
-        given-names: "Dmitrii"
-        orcid: "https://orcid.org/0009-0008-4294-6159"
-    year: 2026
-    doi: "10.5281/zenodo.19227877"
-    url: "https://doi.org/10.5281/zenodo.19227877"
-
-# φ² + 1/φ² = 3 | TRINITY
+  version: "v2.0.3"
+date-released: 2026-03-11
+url: "https://github.com/gHashTag/trinity-fpga"
+repository-code: "https://github.com/gHashTag/trinity-fpga"
+license: MIT
+license-url: "https://opensource.org/licenses/MIT"
+keywords:
+  - "FPGA synthesis"
+  - "ternary computing"
+  - "openxc7-synth"
+  - "Artix-7"
+  - "Kintex-7"
+  - "DSLogic Plus"
+  - "ESP32"
+  - "T27"
+  - "TVC"
+  - "JIT"
+  - "RAG"
+  - "Trinity"