{
  "generatedAt": "2026-07-10T00:20:14.221Z",
  "wave": "61R-I",
  "name": "Scenario Runner Assimilation + Broker Permission Cadence",
  "commit": "238e0eb",
  "route": "/scenario-runner-assimilation",
  "endpoint": "/api/live/scenario-runner-assimilation",
  "purpose": "Assimilate the corrected autonomy model: TheoB plays scenarios to completion, investigates hidden real-world consequences, can request scoped broker/operator permission for calls, and only gates binding commitments.",
  "correctedGateModel": {
    "principle": "TheoB should play scenarios to completion before asking the user. The user should not have to direct the research, comparison, hidden-fee search, review search, call strategy, or decision tree.",
    "scenarioWorkNotGated": [
      "researching public information",
      "checking reviews and past user experiences",
      "estimating taxes and hidden fees",
      "reading contract terms",
      "comparing cancellation difficulty",
      "checking support reputation",
      "checking calendar/user context",
      "simulating multiple paths to completion",
      "ranking likely outcomes",
      "preparing call scripts",
      "preparing negotiation strategy",
      "preparing broker/operator mission"
    ],
    "gatedCommitments": [
      "spending money",
      "signing or accepting a contract",
      "using sensitive credentials",
      "sharing private identity data",
      "submitting binding forms",
      "production deploy",
      "irreversible mutation"
    ],
    "scopedPermissionActions": [
      {
        "action": "broker/operator calls",
        "permissionModel": "Ask once for scoped permission: may I make calls on your behalf for this topic? If yes, AI/operator can do the legwork within that scope and return completed findings."
      },
      {
        "action": "messages/emails",
        "permissionModel": "Ask once for scoped permission unless the user has established a recurring cadence. Final commitments still require confirmation."
      },
      {
        "action": "negotiation",
        "permissionModel": "AI may negotiate information, ask questions, and collect options inside the scope. It must stop before agreeing to price, contract, identity transfer, or binding terms."
      }
    ],
    "cadenceLearning": "After repeated approved actions, TheoB should learn the user's cadence and ask less often for process permission, while still stopping at financial or binding commitments."
  },
  "scenarioExamples": [
    {
      "id": "61RI-SCENARIO-VERIZON-001",
      "title": "Verizon plan appears cheaper on the surface",
      "userGoal": "Find out if the better plan is truly better before switching.",
      "aiPlaysOut": [
        "Compare advertised monthly price",
        "Estimate taxes and surcharges",
        "Check contract/term details",
        "Check autopay/paperless requirements",
        "Check equipment fees",
        "Check activation/switching fees",
        "Check cancellation risk",
        "Search past user reviews and hidden-fee complaints",
        "Compare actual all-in cost after fees",
        "Prepare call questions",
        "Ask for scoped permission if a call is useful",
        "Return final recommendation"
      ],
      "userSees": "The surface price looks better, but after taxes/fees/contract risk it is or is not actually better. Here is the best route. Approve switch? Yes / No / Are you sure?",
      "gate": "Switching plan, accepting contract, sharing account credentials, or spending money requires confirmation.",
      "brokerPermission": "May I have the operator call Verizon on this plan comparison only and report back before any commitment?"
    },
    {
      "id": "61RI-SCENARIO-BROKER-002",
      "title": "Internal broker makes calls on behalf of user",
      "userGoal": "Do the legwork without making the user micromanage.",
      "aiPlaysOut": [
        "Define call objective",
        "Prepare call script",
        "Set boundaries: no purchase, no contract, no identity disclosure beyond approved scope",
        "Ask for scoped permission",
        "Collect answers",
        "Compare outcomes",
        "Return completed recommendation"
      ],
      "userSees": "I called/checked within your approved scope. Here are the results, hidden risks, best path, and final gate.",
      "gate": "Any binding action, money movement, contract, or sensitive account step requires confirmation.",
      "brokerPermission": "Yes, call on this topic only / No, try another route."
    },
    {
      "id": "61RI-SCENARIO-HOUSEHOLD-003",
      "title": "Recurring mundane purchase cadence",
      "userGoal": "Free the user from repetitive decision work.",
      "aiPlaysOut": [
        "Detect purchase cadence",
        "Check current need",
        "Check travel/guests/calendar context",
        "Check price and availability",
        "Suggest ahead of need",
        "Stop at purchase gate"
      ],
      "userSees": "You usually need this every two weeks. You are traveling, so skip this one, or guests are coming, so order more. Confirm purchase?",
      "gate": "Spending money requires confirmation.",
      "brokerPermission": "Recurring cadence can reduce process questions but not eliminate purchase confirmation unless explicitly authorized."
    }
  ],
  "completedActionHistoryLoop": {
    "purpose": "TheoB learns from completed action history, not from forcing the human to design every workflow.",
    "learnsFrom": [
      "approved actions",
      "rejected actions",
      "gold-star actions",
      "archive/divert actions",
      "rewind divergence points",
      "actual costs vs predicted costs",
      "hidden fees discovered",
      "support/call outcomes",
      "calendar/context corrections"
    ],
    "adaptsBy": [
      "asking fewer process questions",
      "recognizing recurring cadence",
      "spotting hidden traps earlier",
      "choosing better scenario branches",
      "suggesting ahead-of-need actions",
      "bringing user only the final gated decision"
    ]
  },
  "next": "61R-J Broker Operator Mission Scope + Scenario Completion Engine"
}