ai product management
Orient to the calculation-path coach
Define the active Standard Trainer direction, its learner outcome, and the authority boundary between deterministic tools and AI assistance.
1
Read with a clear lens
- CAIE 9701 Chemistry calculation-path diagnosis and targeted practice
- deterministic authority
- repository boundaries
Pause and write
What learning failure is this product meant to diagnose, and which decisions must never be delegated to an LLM?
2
Open the canonical material
After reading
Write the product loop and label the authoritative owner at every transition.
Knowledge check
Why is a fluent explanation insufficient evidence of a correct calculation diagnosis?
Write an answer to unlock the reference
Fluency does not establish arithmetic, chemistry-model, dependency, unit, significant-figure, marking, or ECF correctness. Those claims require deterministic checks against a versioned problem, solution graph, and reviewed policy.
INTERNAL_REFERENCE · Repository synthesis; chemistry and curriculum claims remain subject to named review.Study information and required outputs
Item information
- Stable ID
sprint.orientation- Version
- 1.0.0
- Content status
- ready
- Kind
- mental model
Dependencies
Start here. No prerequisites.
Required repository outputs
docs/decisions/ADR-001-calculation-coach-pivot.mdAccepted scope and product-boundary decision
Done criteria
- Can state the active direction without legacy positioning
- Can separate learner progress, product evidence, and expert review
- Can name the explicit V0 non-goals
Finish the session