diff --git a/.gitignore b/.gitignore index 951636293..193eae3a4 100644 --- a/.gitignore +++ b/.gitignore @@ -113,3 +113,9 @@ _site/ # corrupt benchmark snapshots - too large for GitHub (>100MB) benchmark-results/*.CORRUPT_* + +# Python build output — never track these. 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Task-vector composition over software architecture. -Author-email: CSOAI Ltd -License: MIT -Project-URL: Homepage, https://csoai.org -Project-URL: Repository, https://github.com/CSOAI-ORG/SOVOS -Project-URL: Paper, https://arxiv.org/abs/2608.SOVOS -Project-URL: Sovereign, https://csoai.org/sovereign -Keywords: governance,compliance,ai,merging,sovereign,task-vector -Classifier: Development Status :: 4 - Beta -Classifier: Intended Audience :: Developers -Classifier: Intended Audience :: Science/Research -Classifier: License :: OSI Approved :: MIT License -Classifier: Operating System :: OS Independent -Classifier: Programming Language :: Python :: 3 -Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence -Requires-Python: >=3.10 -Description-Content-Type: text/markdown -License-File: LICENSE -Requires-Dist: pydantic>=2.0 -Requires-Dist: httpx>=0.25 -Requires-Dist: pynacl>=1.5 -Requires-Dist: fastapi>=0.110 -Requires-Dist: uvicorn>=0.27 -Requires-Dist: pyyaml>=6.0 -Requires-Dist: click>=8.1 -Provides-Extra: core -Requires-Dist: sovos-core; extra == "core" -Provides-Extra: clans -Requires-Dist: sovos-clans; extra == "clans" -Provides-Extra: signal -Requires-Dist: sovos-signal; extra == "signal" -Provides-Extra: harness -Requires-Dist: sovos-harness; extra == "harness" -Provides-Extra: c2pa -Requires-Dist: sovos-c2pa; extra == "c2pa" -Provides-Extra: three-kb -Requires-Dist: sovos-3kb; extra == "three-kb" -Provides-Extra: error-mergekit -Requires-Dist: sovos-error-mergekit; extra == "error-mergekit" -Provides-Extra: mcp -Requires-Dist: sovos-mcp; extra == "mcp" -Provides-Extra: all -Requires-Dist: sovos-core; extra == "all" -Requires-Dist: sovos-clans; extra == "all" -Requires-Dist: sovos-signal; extra == "all" -Requires-Dist: sovos-harness; extra == "all" -Requires-Dist: sovos-c2pa; extra == "all" -Requires-Dist: sovos-3kb; extra == "all" -Requires-Dist: sovos-error-mergekit; extra == "all" -Requires-Dist: sovos-mcp; extra == "all" -Dynamic: license-file - -# SOVOS — The Governance Operating System for AI - -> **CSOAI Ltd · UK Companies House #16939677** -> **Series A: £5M at £25M pre-money** -> **18-month runway to £1M ARR, 50 paying customers** - ---- - -## What it is - -SOVOS is the first open-source governance operating system that treats **software architecture and neural architecture as isomorphic mathematical objects**. - -The same task-vector arithmetic that MergeKit uses to fuse AI models (Ilharco 2023, Yadav 2023, Yu 2023) is applied here to **routing decisions**, **software modules**, and **governance scoring** — producing a self-healing, composable, and visually governable AI infrastructure. - -## Why now - -EU AI Act Article 50 enforcement began **2 August 2026**. Every AI company that ships into Europe now requires automated, auditable, signed compliance infrastructure. **Zero open-source alternatives exist.** - -## The product — three surfaces - -| Surface | Audience | Mode | -|---|---|---| -| **SOVOS Shell** | Power users, founders | CLI / text-first (no avatar) | -| **SOVOS Dashboard** | Enterprise compliance officers | Grafana-style J-Space board + audit | -| **SOVOS Game** | Consumer / mass market | Godot/WebGL 3D chess board | - -All three surfaces call the same backend (`api.csoai.org/v1`). - -## The technology - -| Layer | Component | License | -|---|---|---| -| L0 Hardware | NVIDIA H100 (RunPod), DGX Spark, Jetson | n/a | -| L1 Models | SOVOS Fusion T — MergeKit blend (DeepSeek V4, Kimi K2.6, Llama 3.3, Qwen 2.5, Mistral, Nemotron) | MIT (recipe) | -| L2 Router | OOWM chess-board router — deterministic, no recursion | MIT | -| L3 Tools | 26 MCP servers (PyPI-published, 16,300 installs/mo) | MIT | -| L4 Evaluation | SOV SIGNAL — 12-axis governance index + GovBench 479-item benchmark | MIT | -| L5 Visual | 3KB converter — model → visual sigil | MIT | -| L6 Interface | Hermes UI fork — stripped of memory layers, injected with SOVOS brain | MIT | - -## The novel IP - -**Task vectors for software architecture** — unpublished in academic literature. -The J-Space Move Arithmetic paper (`papers/arxiv-jspace-move-arithmetic.md`) -demonstrates TIES-Merge, DARE-Move, and Error-Vector Subtraction applied to -routing decisions (not neural-network weights). 7/7 tests pass; the algorithm -eliminates wasted inference on doomed queries. - -## The monorepo - -``` -SOVOS/ -├── packages/ -│ ├── sovos-core/ # Router + GSPC + J-Space -│ ├── sovos-clans/ # 12 clan adapters -│ ├── sovos-signal/ # 12-axis scoring -│ ├── sovos-harness/ # GovBench + eval -│ ├── sovos-c2pa/ # C2PA signing -│ ├── sovos-3kb/ # Sigil converter -│ ├── sovos-error-mergekit/ # Crash mining + avoidance -│ └── sovos-mcp/ # 26 MCP servers -├── clans/ # GPU serverless configs (RunPod) -├── mcp-servers/ # MCP deployment manifests -├── frontends/ # CLI / Dashboard / Game skins -├── models/ # MergeKit recipes + weights (Git LFS) -├── infra/ # Docker / Terraform / Edge -├── papers/ # arXiv preprints -└── docs/ # One docs site -``` - -One repo. One build. `make build && docker compose up`. - -## What ships today - -- ✅ GSPC scoring engine (12 axes, 5 lifecycle phases, ETSI EN 304 223 backbone) -- ✅ FastAPI HTTP API for governance evaluation (`/health`, `/matrix`, `/score`) -- ✅ OOWM router with Nemotron Dream Engine (cloud) + Ollama local fallback -- ✅ 26 MCP servers published on PyPI (16,300 monthly installs) -- ✅ J-Space Move Arithmetic: 7/7 tests passing -- ✅ SOV Hermes plugin (governance hooks for NousResearch/hermes-agent) -- ✅ 200+ DEFONEOS regulator deep-dive packs on csoai.org -- ✅ C2PA Contributor Membership (Linux Foundation, Docusign-verified) - -## What's pending owner-gated - -- 🔒 GCP billing re-enable (blocks SOV3 coordination, evac to Oracle) -- 🔒 sovereign.wiki DNS A-record (1-click) -- 🔒 OpenRouter API key for Nemotron 3 Ultra live dreams -- 🔒 GitHub `CSOAI-ORG/SOVOS` repo creation (waiting on owner approval) -- 🔒 5 LOIs from founding council -- 🔒 £200K NVIDIA Inception credit (application pending) - -## The ask - -**£5M Series A at £25M pre-money.** - -| Use | Amount | Rationale | -|---|---|---| -| Engineering (4 × 12 mo) | £2.0M | Router, clans, MCPs, harness | -| Sales + BD (2 + 1) | £1.0M | 50 paying customers in 18 mo | -| Infrastructure (DB, GPU persistent) | £1.0M | PostgreSQL, Qdrant, Redis, GPU | -| Operations (legal, accounting, council) | £0.5M | UK + EU regulatory coverage | -| Reserve | £0.5M | 18-month runway | - -**18-month milestone:** £1M ARR, 50 paying customers, C2PA SEAL certification, 12 clans live. - -## The council - -22 members across 6 continents. A global regulatory embassy, not an advisory board. - -## Contact - -**Nicholas Templeman** · Founder & CEO · governance@csoai.org -CSOAI Ltd · UK Companies House #16939677 · csoai.org - ---- - -*Sovereign by design. Audit-grade by construction. UK-sovereign, AUKUS-compatible.* diff --git a/SOVOS/packages/sovos.egg-info/SOURCES.txt b/SOVOS/packages/sovos.egg-info/SOURCES.txt deleted file mode 100644 index 2980d59d0..000000000 --- a/SOVOS/packages/sovos.egg-info/SOURCES.txt +++ /dev/null @@ -1,116 +0,0 @@ -LICENSE -README.md -pyproject.toml -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/__init__.py -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/signing.py -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/swarm.py -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/agents/__init__.py -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/agents/councilof.py -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/agents/fishkeeper.py -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/agents/muckaway.py -packages/sovos-a2a-swarm/tests/test_swarm.py -packages/sovos-alchemist/src/sovos_alchemist/__init__.py -packages/sovos-alchemist/src/sovos_alchemist/mutations.py -packages/sovos-alchemist/tests/test_alchemist.py -packages/sovos-alchemist/tests/test_alchemist_mutations.py -packages/sovos-alphabet/src/sovos_alphabet/__init__.py -packages/sovos-alphabet/tests/test_alphabet.py -packages/sovos-certification-loop/src/sovos_certification/__init__.py -packages/sovos-certification-loop/tests/test_loop.py -packages/sovos-core/src/sovos_core/__init__.py -packages/sovos-core/src/sovos_core/api.py -packages/sovos-core/src/sovos_core/cli.py -packages/sovos-core/src/sovos_core/dream.py -packages/sovos-core/src/sovos_core/gspc.py -packages/sovos-core/src/sovos_core/local_engine.py -packages/sovos-core/src/sovos_core/owm.py -packages/sovos-core/tests/conftest.py -packages/sovos-core/tests/test_api.py -packages/sovos-core/tests/test_dream.py -packages/sovos-core/tests/test_gspc.py -packages/sovos-core/tests/test_local_engine.py -packages/sovos-core/tests/test_owm.py -packages/sovos-cpo-calculator/src/sovos_cpo_calculator/__init__.py -packages/sovos-cpo-calculator/src/sovos_cpo_calculator/__main__.py -packages/sovos-cpo-calculator/tests/test_calculator.py -packages/sovos-hermes-integration/plugins/model-providers/sov_signal_scorer/__init__.py -packages/sovos-hermes-integration/plugins/observability/sov_governance/__init__.py -packages/sovos-hermes-integration/tests/smoke_test.py -packages/sovos-info-geometry/src/sovos_info_geometry/__init__.py -packages/sovos-info-geometry/tests/test_info_geometry.py -packages/sovos-jspace-hyperbolic/src/hyperbolic/__init__.py -packages/sovos-jspace-hyperbolic/src/hyperbolic/poincare.py -packages/sovos-jspace-hyperbolic/src/hyperbolic/procrustes.py -packages/sovos-jspace-hyperbolic/tests/conftest.py -packages/sovos-jspace-hyperbolic/tests/test_hyperbolic.py -packages/sovos-jspace-move/src/jspace/__init__.py -packages/sovos-jspace-move/src/jspace/move_arithmetic.py -packages/sovos-jspace-move/tests/conftest.py -packages/sovos-jspace-move/tests/test_move_arithmetic.py -packages/sovos-jspace-pipeline/src/sovos_jspace_pipeline/__init__.py -packages/sovos-jspace-pipeline/tests/test_pipeline.py -packages/sovos-mcp-servers/ai-bom-mcp/auth_middleware.py -packages/sovos-mcp-servers/ai-bom-mcp/server.py -packages/sovos-mcp-servers/ai-bom-mcp/tests/__init__.py -packages/sovos-mcp-servers/ai-bom-mcp/tests/conftest.py -packages/sovos-mcp-servers/ai-bom-mcp/tests/test_server.py -packages/sovos-mcp-servers/ai-bom-mcp/tests/test_tools.py -packages/sovos-mcp-servers/csoai-governance-crosswalk-mcp/auth_middleware.py -packages/sovos-mcp-servers/csoai-governance-crosswalk-mcp/compliance_neural.py -packages/sovos-mcp-servers/csoai-governance-crosswalk-mcp/conftest.py -packages/sovos-mcp-servers/csoai-governance-crosswalk-mcp/database.py -packages/sovos-mcp-servers/csoai-governance-crosswalk-mcp/mcp-wrapper.py -packages/sovos-mcp-servers/csoai-governance-crosswalk-mcp/server.py -packages/sovos-mcp-servers/csoai-governance-crosswalk-mcp/src/__init__.py -packages/sovos-mcp-servers/csoai-governance-crosswalk-mcp/tests/test_functional.py -packages/sovos-mcp-servers/csoai-governance-crosswalk-mcp/tests/test_server.py -packages/sovos-mcp-servers/eu-ai-act-mcp/src/eu_ai_act_mcp/__init__.py -packages/sovos-mcp-servers/eu-ai-act-mcp/tests/test_server.py -packages/sovos-mcp-servers/mcp-injection-scanner/src/injection_scanner/__init__.py -packages/sovos-mcp-servers/mcp-injection-scanner/tests/test_server.py -packages/sovos-mcp-servers/openmoe-bft/src/openmoe_bft/__init__.py -packages/sovos-mcp-servers/openmoe-bft/tests/test_server.py -packages/sovos-mcp-servers/sov33-benchmark/src/sov33_benchmark/__init__.py -packages/sovos-mcp-servers/sov33-benchmark/tests/test_server.py -packages/sovos-mind/src/sovos_mind/__init__.py -packages/sovos-mind/src/sovos_mind/honey.py -packages/sovos-mind/src/sovos_mind/layer0.py -packages/sovos-mind/src/sovos_mind/milk.py -packages/sovos-mind/src/sovos_mind/mind.py -packages/sovos-mind/src/sovos_mind/state.py -packages/sovos-mind/src/sovos_mind/water.py -packages/sovos-mind/tests/conftest.py -packages/sovos-mind/tests/test_integration_with_zip.py -packages/sovos-mind/tests/test_mind.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/example.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/mcp_servers/__init__.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/__init__.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/agents/__init__.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/agents/a2a.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/agents/mcp.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/core/__init__.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/core/layer0.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/core/mind.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/core/state.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/data/__init__.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/data/honey.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/data/milk.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/data/water.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/quantum/__init__.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/quantum/bridge.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/sovos/quantum/photonic.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/tests/__init__.py -packages/sovos-mind/vendor/sovos-cpo-monorepo/tests/test_mind.py -packages/sovos-qtask-converter/src/sovos_qtask_converter/__init__.py -packages/sovos-qtask-converter/tests/test_converter.py -packages/sovos-quantum-bridge/src/sovos_quantum_bridge/__init__.py -packages/sovos-quantum-bridge/tests/test_bridge.py -packages/sovos-quantum-router/src/sovos_quantum_router/__init__.py -packages/sovos-quantum-router/tests/test_router.py -packages/sovos-stigmergy/src/sovos_stigmergy/__init__.py -packages/sovos-stigmergy/tests/test_stigmergy.py -packages/sovos.egg-info/PKG-INFO -packages/sovos.egg-info/SOURCES.txt -packages/sovos.egg-info/dependency_links.txt -packages/sovos.egg-info/requires.txt -packages/sovos.egg-info/top_level.txt \ No newline at end of file diff --git a/SOVOS/packages/sovos.egg-info/dependency_links.txt b/SOVOS/packages/sovos.egg-info/dependency_links.txt deleted file mode 100644 index 8b1378917..000000000 --- a/SOVOS/packages/sovos.egg-info/dependency_links.txt +++ /dev/null @@ -1 +0,0 @@ - diff --git a/SOVOS/packages/sovos.egg-info/requires.txt b/SOVOS/packages/sovos.egg-info/requires.txt deleted file mode 100644 index 731686a30..000000000 --- a/SOVOS/packages/sovos.egg-info/requires.txt +++ /dev/null @@ -1,41 +0,0 @@ -pydantic>=2.0 -httpx>=0.25 -pynacl>=1.5 -fastapi>=0.110 -uvicorn>=0.27 -pyyaml>=6.0 -click>=8.1 - -[all] -sovos-core -sovos-clans -sovos-signal -sovos-harness -sovos-c2pa -sovos-3kb -sovos-error-mergekit -sovos-mcp - -[c2pa] -sovos-c2pa - -[clans] -sovos-clans - -[core] -sovos-core - -[error-mergekit] -sovos-error-mergekit - -[harness] -sovos-harness - -[mcp] -sovos-mcp - -[signal] -sovos-signal - -[three-kb] -sovos-3kb diff --git a/SOVOS/packages/sovos.egg-info/top_level.txt b/SOVOS/packages/sovos.egg-info/top_level.txt deleted file mode 100644 index 08ac63611..000000000 --- a/SOVOS/packages/sovos.egg-info/top_level.txt +++ /dev/null @@ -1,17 +0,0 @@ -sovos-a2a-swarm -sovos-alchemist -sovos-alphabet -sovos-certification-loop -sovos-core -sovos-cpo-calculator -sovos-hermes-integration -sovos-info-geometry -sovos-jspace-hyperbolic -sovos-jspace-move -sovos-jspace-pipeline -sovos-mcp-servers -sovos-mind -sovos-qtask-converter -sovos-quantum-bridge -sovos-quantum-router -sovos-stigmergy diff --git a/SOVOS/sovos.egg-info/PKG-INFO b/SOVOS/sovos.egg-info/PKG-INFO deleted file mode 100644 index edbae5722..000000000 --- a/SOVOS/sovos.egg-info/PKG-INFO +++ /dev/null @@ -1,205 +0,0 @@ -Metadata-Version: 2.4 -Name: sovos -Version: 0.2.0 -Summary: SOVOS — the first governance operating system for AI. Task-vector composition over software architecture. 17 packages, 119 tests, 8 mathematical weapons. -Author-email: CSOAI Ltd -License: MIT -Project-URL: Homepage, https://csoai.org -Project-URL: Repository, https://github.com/CSOAI-ORG/SOVOS -Project-URL: Paper, https://arxiv.org/abs/2608.SOVOS -Project-URL: Sovereign, https://csoai.org/sovereign -Keywords: governance,compliance,ai,merging,sovereign,task-vector,monorepo -Classifier: Development Status :: 4 - Beta -Classifier: Intended Audience :: Developers -Classifier: Intended Audience :: Science/Research -Classifier: License :: OSI Approved :: MIT License -Classifier: Operating System :: OS Independent -Classifier: Programming Language :: Python :: 3 -Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence -Requires-Python: >=3.10 -Description-Content-Type: text/markdown -License-File: LICENSE -Requires-Dist: pydantic>=2.0 -Requires-Dist: httpx>=0.25 -Requires-Dist: pynacl>=1.5 -Requires-Dist: fastapi>=0.110 -Requires-Dist: uvicorn>=0.27 -Requires-Dist: pyyaml>=6.0 -Requires-Dist: click>=8.1 -Requires-Dist: numpy>=1.24 -Requires-Dist: scipy>=1.10 -Provides-Extra: core -Requires-Dist: sovos-core; extra == "core" -Requires-Dist: sovos-mind; extra == "core" -Requires-Dist: sovos-jspace-hyperbolic; extra == "core" -Requires-Dist: sovos-jspace-pipeline; extra == "core" -Requires-Dist: sovos-jspace-move; extra == "core" -Provides-Extra: geometry -Requires-Dist: sovos-info-geometry; extra == "geometry" -Provides-Extra: quantum -Requires-Dist: sovos-quantum-bridge; extra == "quantum" -Requires-Dist: sovos-quantum-router; extra == "quantum" -Requires-Dist: sovos-qtask-converter; extra == "quantum" -Provides-Extra: governance -Requires-Dist: sovos-cpo-calculator; extra == "governance" -Requires-Dist: sovos-certification-loop; extra == "governance" -Requires-Dist: sovos-alchemist; extra == "governance" -Requires-Dist: sovos-stigmergy; extra == "governance" -Requires-Dist: sovos-alphabet; extra == "governance" -Provides-Extra: agents -Requires-Dist: sovos-a2a-swarm; extra == "agents" -Provides-Extra: mcp -Requires-Dist: sovos-mcp-injection-scanner; extra == "mcp" -Requires-Dist: sovos-csoai-governance-crosswalk-mcp; extra == "mcp" -Requires-Dist: sovos-eu-ai-act-mcp; extra == "mcp" -Requires-Dist: sovos-openmoe-bft; extra == "mcp" -Requires-Dist: sovos-sov33-benchmark; extra == "mcp" -Provides-Extra: gpu -Requires-Dist: torch; extra == "gpu" -Requires-Dist: geomstats; extra == "gpu" -Requires-Dist: pennylane; extra == "gpu" -Requires-Dist: ot; extra == "gpu" -Provides-Extra: dev -Requires-Dist: pytest>=7.0; extra == "dev" -Requires-Dist: pytest-cov; extra == "dev" -Provides-Extra: all -Requires-Dist: sovos-core; extra == "all" -Requires-Dist: sovos-mind; extra == "all" -Requires-Dist: sovos-jspace-hyperbolic; extra == "all" -Requires-Dist: sovos-jspace-pipeline; extra == "all" -Requires-Dist: sovos-jspace-move; extra == "all" -Requires-Dist: sovos-info-geometry; extra == "all" -Requires-Dist: sovos-quantum-bridge; extra == "all" -Requires-Dist: sovos-quantum-router; extra == "all" -Requires-Dist: sovos-qtask-converter; extra == "all" -Requires-Dist: sovos-cpo-calculator; extra == "all" -Requires-Dist: sovos-certification-loop; extra == "all" -Requires-Dist: sovos-alchemist; extra == "all" -Requires-Dist: sovos-stigmergy; extra == "all" -Requires-Dist: sovos-alphabet; extra == "all" -Requires-Dist: sovos-a2a-swarm; extra == "all" -Requires-Dist: sovos-mcp-injection-scanner; extra == "all" -Requires-Dist: sovos-csoai-governance-crosswalk-mcp; extra == "all" -Requires-Dist: sovos-eu-ai-act-mcp; extra == "all" -Requires-Dist: sovos-openmoe-bft; extra == "all" -Requires-Dist: sovos-sov33-benchmark; extra == "all" -Dynamic: license-file - -# SOVOS — The Governance Operating System for AI - -> **CSOAI Ltd · UK Companies House #16939677** -> **Series A: £5M at £25M pre-money** -> **18-month runway to £1M ARR, 50 paying customers** - ---- - -## What it is - -SOVOS is the first open-source governance operating system that treats **software architecture and neural architecture as isomorphic mathematical objects**. - -The same task-vector arithmetic that MergeKit uses to fuse AI models (Ilharco 2023, Yadav 2023, Yu 2023) is applied here to **routing decisions**, **software modules**, and **governance scoring** — producing a self-healing, composable, and visually governable AI infrastructure. - -## Why now - -EU AI Act Article 50 enforcement began **2 August 2026**. Every AI company that ships into Europe now requires automated, auditable, signed compliance infrastructure. **Zero open-source alternatives exist.** - -## The product — three surfaces - -| Surface | Audience | Mode | -|---|---|---| -| **SOVOS Shell** | Power users, founders | CLI / text-first (no avatar) | -| **SOVOS Dashboard** | Enterprise compliance officers | Grafana-style J-Space board + audit | -| **SOVOS Game** | Consumer / mass market | Godot/WebGL 3D chess board | - -All three surfaces call the same backend (`api.csoai.org/v1`). - -## The technology - -| Layer | Component | License | -|---|---|---| -| L0 Hardware | NVIDIA H100 (RunPod), DGX Spark, Jetson | n/a | -| L1 Models | SOVOS Fusion T — MergeKit blend (DeepSeek V4, Kimi K2.6, Llama 3.3, Qwen 2.5, Mistral, Nemotron) | MIT (recipe) | -| L2 Router | OOWM chess-board router — deterministic, no recursion | MIT | -| L3 Tools | 26 MCP servers (PyPI-published, 16,300 installs/mo) | MIT | -| L4 Evaluation | SOV SIGNAL — 12-axis governance index + GovBench 479-item benchmark | MIT | -| L5 Visual | 3KB converter — model → visual sigil | MIT | -| L6 Interface | Hermes UI fork — stripped of memory layers, injected with SOVOS brain | MIT | - -## The novel IP - -**Task vectors for software architecture** — unpublished in academic literature. -The J-Space Move Arithmetic paper (`papers/arxiv-jspace-move-arithmetic.md`) -demonstrates TIES-Merge, DARE-Move, and Error-Vector Subtraction applied to -routing decisions (not neural-network weights). 7/7 tests pass; the algorithm -eliminates wasted inference on doomed queries. - -## The monorepo - -``` -SOVOS/ -├── packages/ -│ ├── sovos-core/ # Router + GSPC + J-Space -│ ├── sovos-clans/ # 12 clan adapters -│ ├── sovos-signal/ # 12-axis scoring -│ ├── sovos-harness/ # GovBench + eval -│ ├── sovos-c2pa/ # C2PA signing -│ ├── sovos-3kb/ # Sigil converter -│ ├── sovos-error-mergekit/ # Crash mining + avoidance -│ └── sovos-mcp/ # 26 MCP servers -├── clans/ # GPU serverless configs (RunPod) -├── mcp-servers/ # MCP deployment manifests -├── frontends/ # CLI / Dashboard / Game skins -├── models/ # MergeKit recipes + weights (Git LFS) -├── infra/ # Docker / Terraform / Edge -├── papers/ # arXiv preprints -└── docs/ # One docs site -``` - -One repo. One build. `make build && docker compose up`. - -## What ships today - -- ✅ GSPC scoring engine (12 axes, 5 lifecycle phases, ETSI EN 304 223 backbone) -- ✅ FastAPI HTTP API for governance evaluation (`/health`, `/matrix`, `/score`) -- ✅ OOWM router with Nemotron Dream Engine (cloud) + Ollama local fallback -- ✅ 26 MCP servers published on PyPI (16,300 monthly installs) -- ✅ J-Space Move Arithmetic: 7/7 tests passing -- ✅ SOV Hermes plugin (governance hooks for NousResearch/hermes-agent) -- ✅ 200+ DEFONEOS regulator deep-dive packs on csoai.org -- ✅ C2PA Contributor Membership (Linux Foundation, Docusign-verified) - -## What's pending owner-gated - -- 🔒 GCP billing re-enable (blocks SOV3 coordination, evac to Oracle) -- 🔒 sovereign.wiki DNS A-record (1-click) -- 🔒 OpenRouter API key for Nemotron 3 Ultra live dreams -- 🔒 GitHub `CSOAI-ORG/SOVOS` repo creation (waiting on owner approval) -- 🔒 5 LOIs from founding council -- 🔒 £200K NVIDIA Inception credit (application pending) - -## The ask - -**£5M Series A at £25M pre-money.** - -| Use | Amount | Rationale | -|---|---|---| -| Engineering (4 × 12 mo) | £2.0M | Router, clans, MCPs, harness | -| Sales + BD (2 + 1) | £1.0M | 50 paying customers in 18 mo | -| Infrastructure (DB, GPU persistent) | £1.0M | PostgreSQL, Qdrant, Redis, GPU | -| Operations (legal, accounting, council) | £0.5M | UK + EU regulatory coverage | -| Reserve | £0.5M | 18-month runway | - -**18-month milestone:** £1M ARR, 50 paying customers, C2PA SEAL certification, 12 clans live. - -## The council - -22 members across 6 continents. A global regulatory embassy, not an advisory board. - -## Contact - -**Nicholas Templeman** · Founder & CEO · governance@csoai.org -CSOAI Ltd · UK Companies House #16939677 · csoai.org - ---- - -*Sovereign by design. Audit-grade by construction. UK-sovereign, AUKUS-compatible.* diff --git a/SOVOS/sovos.egg-info/SOURCES.txt b/SOVOS/sovos.egg-info/SOURCES.txt deleted file mode 100644 index c82a4808c..000000000 --- a/SOVOS/sovos.egg-info/SOURCES.txt +++ /dev/null @@ -1,41 +0,0 @@ -LICENSE -README.md -pyproject.toml -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/__init__.py -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/signing.py -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/swarm.py -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/agents/__init__.py -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/agents/councilof.py -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/agents/fishkeeper.py -packages/sovos-a2a-swarm/src/sovos_a2a_swarm/agents/muckaway.py -packages/sovos-alchemist/src/sovos_alchemist/__init__.py -packages/sovos-alchemist/src/sovos_alchemist/mutations.py -packages/sovos-alphabet/src/sovos_alphabet/__init__.py -packages/sovos-certification-loop/src/sovos_certification/__init__.py -packages/sovos-core/src/sovos_core/__init__.py -packages/sovos-core/src/sovos_core/api.py -packages/sovos-core/src/sovos_core/cli.py -packages/sovos-core/src/sovos_core/dream.py -packages/sovos-core/src/sovos_core/gspc.py -packages/sovos-core/src/sovos_core/local_engine.py -packages/sovos-core/src/sovos_core/owm.py -packages/sovos-cpo-calculator/src/sovos_cpo_calculator/__init__.py -packages/sovos-cpo-calculator/src/sovos_cpo_calculator/__main__.py -packages/sovos-info-geometry/src/sovos_info_geometry/__init__.py -packages/sovos-jspace-pipeline/src/sovos_jspace_pipeline/__init__.py -packages/sovos-mind/src/sovos_mind/__init__.py -packages/sovos-mind/src/sovos_mind/honey.py -packages/sovos-mind/src/sovos_mind/layer0.py -packages/sovos-mind/src/sovos_mind/milk.py -packages/sovos-mind/src/sovos_mind/mind.py -packages/sovos-mind/src/sovos_mind/state.py -packages/sovos-mind/src/sovos_mind/water.py -packages/sovos-qtask-converter/src/sovos_qtask_converter/__init__.py -packages/sovos-quantum-bridge/src/sovos_quantum_bridge/__init__.py -packages/sovos-quantum-router/src/sovos_quantum_router/__init__.py -packages/sovos-stigmergy/src/sovos_stigmergy/__init__.py -sovos.egg-info/PKG-INFO -sovos.egg-info/SOURCES.txt -sovos.egg-info/dependency_links.txt -sovos.egg-info/requires.txt -sovos.egg-info/top_level.txt \ No newline at end of file diff --git a/SOVOS/sovos.egg-info/dependency_links.txt b/SOVOS/sovos.egg-info/dependency_links.txt deleted file mode 100644 index 8b1378917..000000000 --- a/SOVOS/sovos.egg-info/dependency_links.txt +++ /dev/null @@ -1 +0,0 @@ - diff --git a/SOVOS/sovos.egg-info/requires.txt b/SOVOS/sovos.egg-info/requires.txt deleted file mode 100644 index eba590ad5..000000000 --- a/SOVOS/sovos.egg-info/requires.txt +++ /dev/null @@ -1,73 +0,0 @@ -pydantic>=2.0 -httpx>=0.25 -pynacl>=1.5 -fastapi>=0.110 -uvicorn>=0.27 -pyyaml>=6.0 -click>=8.1 -numpy>=1.24 -scipy>=1.10 - -[agents] -sovos-a2a-swarm - -[all] -sovos-core -sovos-mind -sovos-jspace-hyperbolic -sovos-jspace-pipeline -sovos-jspace-move -sovos-info-geometry -sovos-quantum-bridge -sovos-quantum-router -sovos-qtask-converter -sovos-cpo-calculator -sovos-certification-loop -sovos-alchemist -sovos-stigmergy -sovos-alphabet -sovos-a2a-swarm -sovos-mcp-injection-scanner -sovos-csoai-governance-crosswalk-mcp -sovos-eu-ai-act-mcp -sovos-openmoe-bft -sovos-sov33-benchmark - -[core] -sovos-core -sovos-mind -sovos-jspace-hyperbolic -sovos-jspace-pipeline -sovos-jspace-move - -[dev] -pytest>=7.0 -pytest-cov - -[geometry] -sovos-info-geometry - -[governance] -sovos-cpo-calculator -sovos-certification-loop -sovos-alchemist -sovos-stigmergy -sovos-alphabet - -[gpu] -torch -geomstats -pennylane -ot - -[mcp] -sovos-mcp-injection-scanner -sovos-csoai-governance-crosswalk-mcp -sovos-eu-ai-act-mcp -sovos-openmoe-bft -sovos-sov33-benchmark - -[quantum] -sovos-quantum-bridge -sovos-quantum-router -sovos-qtask-converter diff --git a/SOVOS/sovos.egg-info/top_level.txt b/SOVOS/sovos.egg-info/top_level.txt deleted file mode 100644 index 8a75e6d74..000000000 --- a/SOVOS/sovos.egg-info/top_level.txt +++ /dev/null @@ -1,13 +0,0 @@ -sovos_a2a_swarm -sovos_alchemist -sovos_alphabet -sovos_certification -sovos_core -sovos_cpo_calculator -sovos_info_geometry -sovos_jspace_pipeline -sovos_mind -sovos_qtask_converter -sovos_quantum_bridge -sovos_quantum_router -sovos_stigmergy