SemanticCompute — distribution

Numerical verification for heterogeneous compute. Bring any two arrays — a CUDA, Metal, Triton, or hand-written kernel result and the reference you trust — and prove they agree under a tolerance you state, or get an exact account of where and why they diverge. SemanticCompute classifies FMA contraction, denormal flushing, NaN/infinity differences, reduction order, and ULP drift, and measures accuracy against a higher-precision truth where a family supplies one. Verification is the product; SemanticCompute is not a general GPU framework.

This is the public binary distribution repository: signed/notarised macOS and native Linux artifacts, checksums, SBOM, evidence, release notes, and the commercial licence. Source is not distributed here; source review is available under NDA.

The current v1.23.0 release contains 188 verified families and 20 MCP tools. It includes exact audit/storage families, DICOM/perfusion correlation contract alignment, the bounded Live byte-parity service, MacResilience typed adapters, and licensed Docker MCP distribution.

• Licence-gated binaries. CLI, MCP, and Live compute operations require an active expiring/revocable entitlement. Trial keys can have execution-credit and installation ceilings; paid keys follow their plan. Help, version, MCP discovery, and health remain available for activation diagnosis.
• Complete native cut. macOS is universal, Developer-ID signed, and notarised. Linux x86-64 and AArch64 archives are built natively by tag CI. The 15-asset release also carries SHA-256 checksums, CycloneDX SBOM, notice, and scoped CUDA compile/device evidence.
• Agent-ready. One MCPB or stdio executable exposes the same 20 tools to Claude, Codex, Gemini, VS Code, Cursor, Windsurf, and other MCP clients. The MCPB requests the licence key as a masked required field.
• Docker MCP. The tag also produces a signed Linux/amd64 + Linux/arm64 image with SBOM and provenance at ghcr.io/entertrainment/semanticcompute-mcp:1.23.0.
• Hosted-trial boundary. The public Cloudflare entitlement/control plane is online, while browser execution stays disabled until a pinned runner passes its public canary. No hosted CPU or NVIDIA execution is implied.
• Legacy boundary. Licence terms still apply to v1.22.1 and earlier copies that were already downloaded, but those executables predate online enforcement and are no longer distributed.

Start here:

• v1.23.0 release notes — capabilities, evidence, assets, setup, and limits.
• CHANGELOG.md — complete version history.
• QUICKSTART.md — verify a kernel result in ten minutes.
• docs/INSTALL-MCP.md — Claude, Codex, Gemini, and editor-agent setup.
• TRUST.md — how to evaluate a closed-source verifier.
• EULA.md — binary licence and production-use boundary.
• NOTICE and SBOM — composition and licence metadata.
• Live product page.
• Licence-service privacy.

Install after receiving a trial or paid key:

export SEMANTICCOMPUTE_LICENCE_KEY='sc_lic_…'
curl -fsSL https://raw.githubusercontent.com/entertrainment/semanticcompute-dist/main/install.sh | bash

The installer is pinned to 1.23.0, downloads all three native products plus SHA256SUMS.txt, verifies each asset, and only then installs. Commercial licensing and design partnerships: [email protected].