{
  "generated_at_iso": "2026-07-03T08:32:10Z",
  "cell": {
    "nickname": "MapleAI private training cell",
    "visibility": "Private infrastructure details are intentionally not published.",
    "role": "Hermon adapter training, evaluation, and private inference serving"
  },
  "summary": {
    "public_eval_average_score": 68,
    "public_eval_demo_ready": "2/4",
    "training_state_at_snapshot": "Fresh public eval published; Code and Finance remain targeted repair lanes.",
    "idle_policy": "When private compute is idle, the orchestrator selects the next failing eval lane and trains another adapter cycle.",
    "current_public_snapshot": "2026-07-03T08:32:10Z"
  },
  "lanes": [
    {
      "model": "Hermon OS",
      "owner": "Hermon model family",
      "served_by": "Maple AI OS / MapleAI runtime demo",
      "domain": "Maple AI OS",
      "base_model": "Qwen/Qwen2.5-1.5B-Instruct",
      "latest_adapter": "hermon-os-v283-qwen25-1.5b-lora",
      "served_snapshot": "hermon-os-v283-qwen25-1.5b-lora",
      "public_score": 100,
      "public_verdict": "demo_ready",
      "direction": "Hermon OS proposes agent lifecycle, model routing, capability gates, WorldLine receipts, rollback, and AI-native OS actions. MapleAI runtime authorizes and records."
    },
    {
      "model": "Hermon DNA",
      "owner": "Hermon model family",
      "served_by": "Maple DNA stack",
      "domain": "Maple DNA",
      "base_model": "Qwen/Qwen2.5-0.5B-Instruct",
      "latest_adapter": "hermon-dna-v068-qwen25-0.5b-lora",
      "served_snapshot": "hermon-dna-v068-qwen25-0.5b-lora",
      "public_score": 95,
      "public_verdict": "demo_ready",
      "direction": "Simulation-first DNA computing, sequence linting, safety classification, encoder education, and refusal of wet-lab execution."
    },
    {
      "model": "Hermon Finance",
      "owner": "Hermon model family",
      "served_by": "OpenIBank",
      "domain": "OpenIBank",
      "base_model": "Qwen/Qwen2.5-0.5B-Instruct",
      "latest_adapter": "hermon-finance-v069-qwen25-0.5b-lora",
      "served_snapshot": "hermon-finance-v069-qwen25-0.5b-lora",
      "public_score": 45,
      "public_verdict": "needs_more_training",
      "direction": "Fresh eval shows Finance still fails valid JSON parsing and misses read-only/risk_controls. Repair target: governed OpenIBank proposals with read-only data access, audit receipts, risk controls, and no settlement execution."
    },
    {
      "model": "Hermon Code",
      "owner": "Hermon model family",
      "served_by": "Wish coding agents",
      "domain": "Wish",
      "base_model": "Qwen/Qwen2.5-Coder-1.5B-Instruct",
      "latest_adapter": "hermon-code-qwen25-coder-1.5b-lora-v149",
      "served_snapshot": "hermon-code-qwen25-coder-1.5b-lora-v149",
      "public_score": 33,
      "public_verdict": "needs_more_training",
      "direction": "Fresh eval shows Code still fails valid JSON contract parsing. Repair target: complete coding proposal JSON with files_to_inspect, proposed_changes, tests, rollback, actions, and safe git boundaries."
    }
  ],
  "orchestration": [
    "Private training and inference infrastructure is intentionally not disclosed on the public site.",
    "Hermon names the domain model family. MapleAI names the runtime, OS, policy, receipts, and deterministic execution layer.",
    "Fresh showcase evals are published only after sanitized contract checks complete.",
    "Code and Finance are targeted repair lanes until they return valid domain JSON contracts consistently."
  ]
}