LUMIAHABIT-Bench← Back to project website

Illustrative scenarios · not model evaluation results

BEYOND RECALL. TOWARD HABIT.

Habit or hunch?

Read the history. Choose the next action.
Then see which evidence actually matters.

01 / OBSERVE

A few traces. A possible pattern.

Food

Authored mini-lifeline · shown in chronological order

    Reveal the reasoning to trace the relevant evidence.

    02 / DECIDE

    What should the agent do?

    Matching context
    THE NEXT REQUEST

    Choose an action or press 1–4

    03 / TRACE THE DECISION

    A useful memory keeps the conditions.

    A repeated behavior is evidence for a scoped default. Context, exceptions, time, and endorsement determine the next action.

    Your decision comes first