{
  "schema": "perslis.model-research.validation.v1",
  "date": "2026-10-08",
  "status": "Local regression record, not an independent certification or scientific accuracy benchmark.",
  "lois": {
    "command": "python3 -m unittest tests.test_lois",
    "testsRun": 109,
    "skipped": 2,
    "result": "OK",
    "elapsedSeconds": 22.613,
    "scope": "Canned source responses, scripted gateway, fake database transactions. No live scientific benchmark."
  },
  "symbols": {
    "status": "Historical evidence summarized from the Symbols 1.1.2 technical account dated 2026-09-27; no new runtime benchmark for this report.",
    "source": "https://perslis.com/shells/symbols/how-it-works"
  },
  "tinkymind": {
    "status": "Adapter and capability source inspection only. Historical offline test and documented 24 MB pack size were not rerun or remeasured for this report.",
    "sources": [
      "https://perslis.com/accessibility/offline",
      "https://research.perslis.com/aac-user-controlled-conversation"
    ]
  }
}