FROM BIOLOGY TO POSSIBILITY
What do the
observations support?
Start with targets, mechanisms, compounds, and combinations. Connect each claim to its evidence, assumptions, and competing explanations.
- Keep evidence linked to its source.
- Expose unsupported inference steps.
- Preserve alternatives worth testing.
FROM PATIENT NEED TO REQUIREMENTS
What must hold
for the goal to be reachable?
Begin with the intended population, benefit, and regimen. Work backward through the exposure, safety, delivery, and evidence needed to support the claim.
- Match population, dose, and time window.
- Identify decisive development constraints.
- Name observations that could stop a path.
FROM UNCERTAINTY TO ACTION
Choose the experiment
that changes the decision.
Reconcile both directions against shared criteria. Record contradictions, retain expert review, and decide whether to continue, hold, redirect, or stop the stated path.
- Define the next informative experiment.
- State next-gate cost and time ranges.
- Update claims while preserving the record.