OXFORDER

Operating discipline

What we hold every product to.

Five checks, applied in order, with an honest note on where each one currently stands. Not all of them are finished, and saying which are not is part of the discipline.

  • In place todayImplemented and visible in the product.
  • Design goalAgreed and being built toward.
  • Under evaluationApproach not yet settled.
  1. 01

    Identify the source

    In place today

    Every answer should be traceable to material a person can go and read. Output with no source behind it is a guess with good grammar, and in law or medicine that is worse than no answer at all.

    SHUUR

    Activities are generated from material the teacher supplies, not from an unnamed corpus.

    Lawify

    Legal answers are presented alongside the instruments and sources they rest on.

  2. 02

    Define the workflow

    In place today

    A product should do a named job in a defined sequence. An open text box with no structure moves the entire burden of knowing what to ask onto the user.

    SHUUR

    Create, play, review — three states, in that order, each with its own screen.

    Lawify

    Six named surfaces instead of one prompt, because the six tasks have different tolerances.

  3. 03

    Expose uncertainty

    Design goal

    Where a system is unsure, the interface should say so. This is the check we are furthest from finishing: uncertainty is currently communicated through boundary notes and documentation rather than inside the product interface itself.

    SHUUR

    Generated questions are marked for teacher approval before they reach learners.

    Lawify

    Currency and jurisdiction warnings are stated, but not yet scored per answer.

  4. 04

    Keep human review

    In place today

    Anything with legal, medical or academic consequence is approved by a qualified person. This is not a disclaimer bolted on at the end — it is a step in the workflow that cannot be skipped.

    SHUUR

    No generated activity reaches a class without the teacher publishing it.

    Lawify

    Drafts and analyses are working documents for a qualified person to check and sign.

  5. 05

    Evaluate the result

    Under evaluation

    We can measure that people use these products. Measuring whether the work itself got better is harder, and we do not yet have a method we would defend publicly. Until we do, we will not claim outcomes.

    SHUUR

    Participation and results are visible per session; learning gain is not yet measured.

    Lawify

    Usage is measured. Quality of legal output is not, and we do not claim it is.

These checks are easier to read than to apply. The products page shows where each one currently lands.

See the products