Assay

Layer 2 — Verification Substrate

A new layer in the AI stack.

Models generate. Assay verifies. Deterministic checks on probabilistic output.

L4
Applications
L3
Models
L2
Verification Substrate — Assay
L1
Compute

Verification Loop

Generate
Extract Claims
Verify Each
Remediate

↑ loop until verified

Why this layer is permanent

  • Hybrid formal verifier: deterministic checks, pure TS, can't hallucinate
  • Domain-agnostic: code today, legal/medical/financial tomorrow
  • Provisional patent #63/980,048 (filed February 2026)
  • Published: DOI 10.5281/zenodo.18522644

Two pipelines

Forward

Submit code. Claims extracted, each verified independently.

Reverse

Describe what you need. Code generated and auto-verified.

Deployment options

GitHub Action

CI/CD pipeline. Every PR. Free for OSS.

REST API

Two endpoints. Forward + reverse. Bearer auth.

LVR Service

Full codebase audit. Three loops. Enterprise.