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    oppiOS / Confidence Engine

    It knows when to ask.

    Before OPPI acts, it scores the call.

    Act, or ask you.

    Two of six areas are in service.

    This page says which.

    Confidence EngineIn build
    high DiagnosedLabour

    Wage % over target through Friday lunch

    83%Release one floor staff member early
    Proposed Fix78% confidence

    Release one floor staff member at 13:30 and hold the second bar shift start until 17:00.

    12 min ago
    mediumOperations

    Bar opening checklist overdue

    58%Notify the shift lead
    AI will verify in 1 hour
    48 min ago
    mediumRevenue

    Dinner slot tracking under forecast

    68%Move one kitchen hand to an earlier fini...
    success-0.9% wage
    Yesterday
    medium InvestigatingRevenue

    12:30 slot below forecast

    Just now

    Example venue. Illustrative data.

    Scoring

    A prediction is scored. So is the action it proposes.

    Predictive confidence asks how good the forecast is here. Intervention confidence asks how well this kind of action has gone before, from similar past episodes and their outcomes. Both feed a composed decision tier, up to and including act on its own.

    The gate

    Where the Immune System stops to think.

    In the ASTRA protocol, step four is the gate. The Confidence Engine's composed score meets Clementine's floor there. Above it, resolve. Below it, stage for a person. The execution trace shows the score, the threshold, how many similar episodes it drew on, and how those ended.

    In build

    Six domains. Two in service.

    The design has six domains: predictive, intervention, epistemic, perceptual, self-model and autonomy. Predictive and intervention are scoring live decisions today. Epistemic scores are stored but not yet consumed. Perceptual is implicit. Self-model and autonomy composition are being built. We would rather list that than round it up.

    What it does

    Everything Confidence Engine handles.

    1. 01

      Predictive confidence

      How good the forecast is for this venue, now.

    2. 02

      Intervention confidence

      How similar past interventions ended.

    3. 03

      Composed decision

      A tier from ask to act, from the domain scores.

    4. 04

      The gate

      Step four of ASTRA, against the confidence floor.

    5. 05

      Execution trace

      Score, threshold, similar episodes and their outcomes, on record.

    6. 06

      Learns from outcomes

      Each episode's result feeds the next score.

    In practice

    Confidence Engine on a real shift.

    1. 01

      A breach with history

      Twelve similar episodes, most of them resolved well. The score clears the floor; OPPI resolves.

    2. 02

      A breach without

      Two similar episodes, one negative. Below the floor; staged for a person.

    Tech specs

    Family
    Intelligence
    Status
    In build: the engine runs, the screens are still being built
    Kind
    Scoring machinery behind the Immune System's gate and Clementine's rating.
    In service
    Predictive and intervention confidence, composed into a decision tier.
    In build
    Epistemic (stored, not consumed), perceptual (implicit), self-model and autonomy composition.
    Visible in
    The execution trace on an Immune System decision; the confidence floor in the control panel.

    Questions

    Is the six-domain engine live?
    Two domains are. Predictive and intervention confidence score real decisions today. The other four are in various states of build, listed above.
    Where do I see a confidence score?
    On an Immune System decision's execution trace, and as Clementine's rating on SOPs, diagnoses and events.
    Can I set the threshold?
    Yes. The confidence floor and the risk gates are in the control panel under Autonomy and Trust.

    Confidence you can read, and a gate you can set.

    Two domains in service, four in build, all of it on the record.

    Confidence Engine · oppiOS