{
  "term": {
    "id": "lex:pmla-benchmarking-suite",
    "slug": "pmla-benchmarking-suite",
    "term": "PMLA Benchmarking Suite",
    "aliases": [
      "PMLA Benchmarking Suite — Drift & Constraint Performance Tests"
    ],
    "kind": "canon",
    "type": "system",
    "definition": "Comparative benchmarking suite for PMLA vs pure prompt engineering, RAG, LangChain memory, and semantic caching. Measures constraint adherence, validation latency, memory overhead, drift detection accuracy. Exports results as Markdown, CSV, JSON, and interactive charts.",
    "definition_basis": "verbatim",
    "definition_source": "https://app.notion.com/p/00a87e92f6c0450aae005f6cc1de4c4f",
    "provenance": [
      {
        "source": "notion",
        "ref": "https://app.notion.com/p/00a87e92f6c0450aae005f6cc1de4c4f",
        "captured_at": "2026-07-25"
      }
    ],
    "related": [
      "lex:pmla"
    ],
    "status": "published",
    "first_seen": "2026-04-16",
    "source_ids": [
      "ip:AI-CB-BENCH-001"
    ]
  },
  "url": "https://lexicon.neuruh.com/t/pmla-benchmarking-suite",
  "cite": "lex:pmla-benchmarking-suite — Neuruh Lexicon v1.0.0",
  "lexicon_version": "1.0.0",
  "content_hash": "0a2bb72426e976507b89a3172a8c5671b6fe136f6e54ce8499ec1d890ac7e851"
}