A structured review can help an owner decide what to change
By DX Research Group · · User support and feedback
A proposed review sequence measures deliberate steering while preserving the separate approval step.
A strategy review should help an owner decide whether a change is warranted. We propose a sequence that ends with a legible choice: keep the current mandate, request more evidence or review a specific proposal. The review itself should leave saved configuration untouched.
Current DXAP mechanics provide useful boundaries. The October 3 releases describe clearer strategy reviews that distinguish evidence collected under earlier configurations and identify insufficient history. The chat guide separates discussion from reviewed settings proposals and confirmed persistent instructions. A structured review could build on those shipped capabilities without granting discussion authority to apply changes.
Begin with the configuration boundary
Imagine an owner reviewing four recent turns. Two occurred before a schedule edit and two afterward. The owner asks whether the new schedule helped. A useful review first names that split and the evidence available within each period. It then asks which outcome the owner cares about: whether the intended evaluation occurred, whether the explanation was useful or whether subsequent results improved.
Four turns can support inspection of an individual scheduling event. They provide a weak basis for estimating economic improvement. The review should connect that limitation to the owner's question: “We can inspect whether the new schedule ran as intended; assessing its trading effect needs a broader comparison.” This gives the owner a productive next step rather than a vague refusal.
We would organize the proposed review around one decision checkpoint at a time. First establish the current saved mandate. Next identify the observation that concerns the owner. Then show which interpretation the existing record supports. Only after those steps should a candidate change appear, with the affected field and reason visible.
The owner may choose to keep the current configuration. That is a completed review outcome when it reflects informed intent. Counting proposal approvals as the success metric would pressure the interface to produce changes for their own sake.
Test steering with distinct end states
Use synthetic agents and give participants the same review case. Some cases justify a clearer explanation, some require additional history, and some contain an explicit owner request suitable for a settings proposal. Score whether the selected next step matches the participant's stated objective and the available evidence.
Capture saved configuration immediately before the review, after discussion and after any separately approved proposal. The first two snapshots should match. The third should reflect only the reviewed change. This three-point check tests the authority boundary alongside the quality of the advice.
A second measurement asks owners to name what remains unresolved before approving. An accurate choice made under an incorrect belief, such as thinking a proposal already applied, signals a review problem. Record that mismatch even if the final setting happens to be suitable.
Our proposed improvement is more deliberate steering: fewer unnecessary proposals, clearer unanswered questions and correct understanding of active settings. The interaction becomes useful when it helps an owner choose the next investigation or change. Its value can be measured without making automatic configuration changes the price of receiving a thoughtful review.