The Act asks for two things about method: the work is based on principles of established science, and it proceeds from hypothesis to experiment, observation and evaluation to logical conclusions. Each step leaves a trace, and tribunals look for the traces.
The five steps and their records
| Step | Record that shows it | When it should exist |
|---|---|---|
| Hypothesis | A note or plan stating the proposition and its basis | Before testing |
| Experiment | A test plan naming variables changed, fixed and measured | Before or during |
| Observation | Run logs, raw data, timestamped notes or tickets | During |
| Evaluation | Analysis comparing results with the hypothesis | After each run |
| Conclusion | A written outcome, including a negative one, and the next question | End of each cycle |
The method applies the same way to code, chemistry and clinical work. What changes is the record: a pull request and benchmark output for software, a lab notebook for a formulation.
What fails it
Active Sports Management [2023] AATA 4078 is the clearest example. A company modified basketball shoe designs to suit one player, but nothing showed how hypotheses were formed, tested and recorded, and the Federal Court dismissed the appeal ([2024] FCA 1346). In Royal Wins [2020] AATA 4320, the absence of any record that a hypothesis was developed or tested was enough, however much work was done. AusIndustry's own guidance puts it in one line: "just exploring by trial and error isn't science".
Two patterns cause most failures:
- unplanned trial and error, where changes are not designed or recorded in a way that lets a result be traced to a cause (a planned design that varies several factors at once can still be systematic);
- selecting the best of known options by trial and error, such as scale-up settings, which AusIndustry says is not core R&D.
Where it shows up
Controlled tests can meet it when the thing measured is technical or clinical rather than commercial: see A/B tests and performance and scale engineering. The records come from your contemporaneous evidence.